From 6c0f47c7638e6d856efc3f43c9d04a116e83faaa Mon Sep 17 00:00:00 2001 From: BD-Mo <15150693077@163.com> Date: Thu, 29 Jan 2026 23:08:01 -0800 Subject: [PATCH 1/2] Homework2 --- Homework2/jiazuo/README.md | 26 + Homework2/jiazuo/index.html | 16 + Homework2/jiazuo/package.json | 36 + .../data/top_1000_most_swapped_books.csv | 991 ++++++++++++++++++ Homework2/jiazuo/src/App.tsx | 74 ++ .../jiazuo/src/components/GeographicMap.tsx | 216 ++++ .../jiazuo/src/components/SankeyDiagram.tsx | 170 +++ .../jiazuo/src/components/ScatterPlot.tsx | 219 ++++ Homework2/jiazuo/src/index.css | 117 +++ Homework2/jiazuo/src/main.tsx | 10 + Homework2/jiazuo/src/stores/Reducer.ts | 25 + Homework2/jiazuo/src/style.css | 23 + Homework2/jiazuo/src/types.ts | 70 ++ Homework2/jiazuo/src/utils/dataLoader.ts | 183 ++++ Homework2/jiazuo/src/vite-env.d.ts | 1 + Homework2/jiazuo/tsconfig.json | 21 + Homework2/jiazuo/vite.config.ts | 10 + 17 files changed, 2208 insertions(+) create mode 100644 Homework2/jiazuo/README.md create mode 100644 Homework2/jiazuo/index.html create mode 100644 Homework2/jiazuo/package.json create mode 100644 Homework2/jiazuo/public/data/top_1000_most_swapped_books.csv create mode 100644 Homework2/jiazuo/src/App.tsx create mode 100644 Homework2/jiazuo/src/components/GeographicMap.tsx create mode 100644 Homework2/jiazuo/src/components/SankeyDiagram.tsx create mode 100644 Homework2/jiazuo/src/components/ScatterPlot.tsx create mode 100644 Homework2/jiazuo/src/index.css create mode 100644 Homework2/jiazuo/src/main.tsx create mode 100644 Homework2/jiazuo/src/stores/Reducer.ts create mode 100644 Homework2/jiazuo/src/style.css create mode 100644 Homework2/jiazuo/src/types.ts create mode 100644 Homework2/jiazuo/src/utils/dataLoader.ts create mode 100644 Homework2/jiazuo/src/vite-env.d.ts create mode 100644 Homework2/jiazuo/tsconfig.json create mode 100644 Homework2/jiazuo/vite.config.ts diff --git a/Homework2/jiazuo/README.md b/Homework2/jiazuo/README.md new file mode 100644 index 0000000..765052f --- /dev/null +++ b/Homework2/jiazuo/README.md @@ -0,0 +1,26 @@ +# More about the Framework + + +This is a template in React and TypeScript. React has a steeper learning curve than Vue.js because it requires understanding JSX syntax and concepts like hooks and component lifecycle. + +If you want to use React but not with TypeScript, just remove any type specifications from the `Example.tsx`, `Notes.tsx`, and `NotesWithReducer.tsx`. You can always refer to `VanillaJS-Template/example.js` for this migration. + + +## Files You Have to Care about + +`package.json` is where we manage the libraries we installed. Besides this, most of the files you can ignore, but **the files under `./src/` are your concern**. + +* `./src/main.tsx` is the root script file for React that instatinates our single page application. +* `./src/App.tsx` is the root file for all **development** needs and is also where we manage the layout and load in components. +* `./src/types.ts` is usually where we declare our customized types if you're planning to use it. +* `./src/stores/` is where we manage the stores if you're planning to use it. The store is responsible for global state management. +* `./src/components/` is where we create the components. You may have multiple components depends on your design. + * `Example.tsx` shows how to read `.csv` and `.json`, how component size is being watched, how a bar chart is created, and how the component updates if there are any changes. + * `Notes.tsx` shows the difference of **state** and **prop**, how to use MUI, and how a local state updates based on interaction. + * `NotesWithReducer.tsx` is equivalent to `Notes.tsx`, excepts it uses store called reducer. + +## Libraries Installed in this Framework + * D3.js v7 for visualization + * [axios](https://axios-http.com/docs/intro) for API. + * [Material UI](https://mui.com/material-ui/getting-started/) for UI components. + * [lodash](https://lodash.com/) for utility functions in JavaScript. diff --git a/Homework2/jiazuo/index.html b/Homework2/jiazuo/index.html new file mode 100644 index 0000000..43ba167 --- /dev/null +++ b/Homework2/jiazuo/index.html @@ -0,0 +1,16 @@ + + + + + + + Book Popularity Dashboard - ECS272 HW2 + + + + + +
+ + + diff --git a/Homework2/jiazuo/package.json b/Homework2/jiazuo/package.json new file mode 100644 index 0000000..90948d4 --- /dev/null +++ b/Homework2/jiazuo/package.json @@ -0,0 +1,36 @@ +{ + "name": "react-template", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc -b && vite build", + "lint": "eslint .", + "preview": "vite preview" + }, + "dependencies": { + "@emotion/react": "^11.14.0", + "@emotion/styled": "^11.14.1", + "@mui/material": "^7.3.6", + "@types/d3": "^7.4.3", + "@types/d3-sankey": "^0.12.4", + "@types/lodash": "^4.17.21", + "axios": "^1.13.2", + "d3": "^7.9.0", + "d3-sankey": "^0.12.3", + "lodash": "^4.17.21", + "react": "^19.2.3", + "react-dom": "^19.2.3", + "usehooks-ts": "^3.1.1" + }, + "devDependencies": { + "@types/material-ui": "^0.21.18", + "@types/react": "^19.2.7", + "@types/react-dom": "^19.2.3", + "@vitejs/plugin-react": "^5.1.2", + "globals": "^17.0.0", + "typescript": "^5.9.3", + "vite": "^7.3.0" + } +} diff --git a/Homework2/jiazuo/public/data/top_1000_most_swapped_books.csv b/Homework2/jiazuo/public/data/top_1000_most_swapped_books.csv new file mode 100644 index 0000000..fe0b71f --- /dev/null +++ b/Homework2/jiazuo/public/data/top_1000_most_swapped_books.csv @@ -0,0 +1,991 @@ +id,title,author,genre,language,publicationYear,publisher,description,pageCount,tags,rating_average,most_popular_country,bestseller_status,awards,age_category,adapted_to_movie,movie_release_year,isbn +1,Harry Potter and the Sorcerer's Stone,"J.K. Rowling","Fantasy","English",1997,"Bloomsbury","A young wizard discovers his magical heritage and attends Hogwarts School of Witchcraft and Wizardry.",309,"magic,school,adventure",4.89,"UK",TRUE,"Smarties Prize,British Book Award","Children",TRUE,2001,"978-0747532743" +2,"To Kill a Mockingbird","Harper Lee","Southern Gothic","English",1960,"J.B. Lippincott & Co.","A lawyer in the Depression-era South defends a black man against an undeserved rape charge, and his children learn about prejudice.",281,"classic,law,racism,history",4.85,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1962,"978-0061120084" +3,"1984","George Orwell","Dystopian","English",1949,"Secker & Warburg","A dystopian social science fiction novel and cautionary tale about the future under a totalitarian regime.",328,"politics,scifi,totalitarianism",4.80,"UK",TRUE,"Prometheus Hall of Fame","Adult",TRUE,1984,"978-0451524935" +4,"The Great Gatsby","F. Scott Fitzgerald","Tragedy","English",1925,"Charles Scribner's Sons","A story of the fabulously wealthy Jay Gatsby and his love for the beautiful Daisy Buchanan.",180,"classic,wealth,romance,jazz age",4.40,"USA",TRUE,"None","Adult",TRUE,2013,"978-0743273565" +5,"The Hobbit","J.R.R. Tolkien","Fantasy","English",1937,"George Allen & Unwin","Bilbo Baggins, a hobbit, is swept into an epic quest to reclaim the lost Dwarf Kingdom of Erebor.",310,"adventure,dragons,magic",4.75,"UK",TRUE,"Keith Barker Millennium Book Award","Children",TRUE,2012,"978-0547928227" +6,"Pride and Prejudice","Jane Austen","Romance","English",1813,"T. Egerton","The romantic clash between the opinionated Elizabeth Bennet and her proud beau, Mr. Darcy.",279,"classic,love,victorian,satire",4.65,"UK",TRUE,"None","Adult",TRUE,2005,"978-0141439518" +7,"The Catcher in the Rye","J.D. Salinger","Realism","English",1951,"Little, Brown and Company","Holden Caulfield, a teenager from New York, narrates his two days of angst and alienation.",234,"teen,classic,angst,coming-of-age",4.05,"USA",TRUE,"None","Young Adult",FALSE,,"978-0316769488" +8,"The Da Vinci Code","Dan Brown","Thriller","English",2003,"Doubleday","Robert Langdon investigates a murder in the Louvre that leads to a religious mystery protected by a secret society.",489,"mystery,religion,art,conspiracy",4.30,"USA",TRUE,"British Book Award","Adult",TRUE,2006,"978-0307474278" +9,"The Hunger Games","Suzanne Collins","Dystopian","English",2008,"Scholastic","Katniss Everdeen volunteers to take her sister's place in a televised fight to the death.",374,"survival,action,romance,scifi",4.72,"USA",TRUE,"California Young Reader Medal","Young Adult",TRUE,2012,"978-0439023481" +10,"The Lord of the Rings","J.R.R. Tolkien","Fantasy","English",1954,"George Allen & Unwin","Frodo Baggins must destroy the One Ring to defeat the Dark Lord Sauron.",1178,"epic,magic,war,adventure",4.92,"UK",TRUE,"International Fantasy Award","Adult",TRUE,2001,"978-0544003415" +11,"The Alchemist","Paulo Coelho","Adventure","English",1988,"HarperCollins","Santiago, an Andalusian shepherd boy, travels in search of a worldly treasure.",163,"philosophy,travel,dreams",4.55,"Brazil",TRUE,"Corine International Book Prize","Adult",FALSE,,"978-0062315007" +12,"The Chronicles of Narnia: The Lion, the Witch and the Wardrobe","C.S. Lewis","Fantasy","English",1950,"Geoffrey Bles","Four siblings step through a wardrobe into the magical land of Narnia.",208,"magic,kids,christianity,winter",4.70,"UK",TRUE,"Lewis Carroll Shelf Award","Children",TRUE,2005,"978-0064404990" +13,"Animal Farm","George Orwell","Satire","English",1945,"Secker & Warburg","Farm animals rebel against their human farmer, hoping to create a society where they can be equal.",112,"politics,animals,allegory",4.60,"UK",TRUE,"Hugo Award","Adult",TRUE,1954,"978-0451526342" +14,"Jane Eyre","Charlotte Brontë","Gothic","English",1847,"Smith, Elder & Co.","The story of a young governess and her love for her mysterious employer, Mr. Rochester.",500,"classic,romance,mystery",4.58,"UK",TRUE,"None","Adult",TRUE,2011,"978-0141441146" +15,"Gone with the Wind","Margaret Mitchell","Historical Fiction","English",1936,"Macmillan","Scarlett O'Hara's struggle to survive and keep her land during the American Civil War.",1037,"war,romance,history,south",4.45,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,1939,"978-1451635621" +16,"Fahrenheit 451","Ray Bradbury","Sci-Fi","English",1953,"Ballantine Books","A future society where books are outlawed and 'firemen' burn any that are found.",249,"censorship,future,books",4.50,"USA",TRUE,"Prometheus Hall of Fame","Adult",TRUE,1966,"978-1451673319" +17,"Brave New World","Aldous Huxley","Dystopian","English",1932,"Chatto & Windus","A futuristic society managed by genetic engineering, brainwashing, and drugs.",268,"science,society,philosophy",4.35,"UK",TRUE,"None","Adult",TRUE,1998,"978-0060850524" +18,"Charlotte's Web","E.B. White","Children's Fiction","English",1952,"Harper & Brothers","A pig named Wilbur is saved from slaughter by a spider named Charlotte.",184,"animals,friendship,kids",4.80,"USA",TRUE,"Newbery Honor","Children",TRUE,2006,"978-0061124952" +19,"The Kite Runner","Khaled Hosseini","Drama","English",2003,"Riverhead Books","A wealthy boy and the son of his father's servant grow up in Afghanistan.",371,"friendship,betrayal,afghanistan",4.68,"USA",TRUE,"Boeke Prize","Adult",TRUE,2007,"978-1594631931" +20,"The Book Thief","Markus Zusak","Historical Fiction","English",2005,"Picador","A young girl in Nazi Germany steals books and shares them with others.",552,"war,books,death,history",4.76,"Australia",TRUE,"Michael L. Printz Award","Young Adult",TRUE,2013,"978-0375842207" +21,"The Little Prince","Antoine de Saint-Exupéry","Fable","English",1943,"Reynal & Hitchcock","A pilot stranded in the desert meets a young prince fallen to Earth from a tiny asteroid.",96,"philosophy,childhood,classic",4.95,"USA",TRUE,"Retro Hugo","Children",TRUE,1974,"978-0156012195" +22,"The Handmaid's Tale","Margaret Atwood","Dystopian","English",1985,"McClelland and Stewart","In a theocratic future, women are subjugated and used for reproduction.",311,"feminism,dystopia,politics",4.12,"Canada",TRUE,"Arthur C. Clarke Award","Adult",TRUE,1990,"978-0385490818" +23,"Jurassic Park","Michael Crichton","Sci-Fi","English",1990,"Knopf","Genetically engineered dinosaurs run amok at an island theme park.",399,"dinosaurs,science,thriller",4.05,"USA",TRUE,"None","Adult",TRUE,1993,"978-0345538987" +24,"The Fault in Our Stars","John Green","Romance","English",2012,"Dutton Books","Two cancer-afflicted teenagers meet at a support group and fall in love.",313,"love,sad,teen,illness",4.18,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2014,"978-0525478812" +25,"The Shining","Stephen King","Horror","English",1977,"Doubleday","A family stays in an isolated hotel for the winter where a sinister presence drives the father to violence.",447,"horror,ghosts,psychological",4.25,"USA",TRUE,"None","Adult",TRUE,1980,"978-0307743657" +26,"The Hitchhiker's Guide to the Galaxy","Douglas Adams","Sci-Fi","English",1979,"Pan Books","Arthur Dent is rescued from Earth moments before its destruction to make way for a bypass.",193,"humor,space,satire",4.22,"UK",TRUE,"Golden Pan","Adult",TRUE,2005,"978-0345391803" +27,"Wuthering Heights","Emily Brontë","Gothic","English",1847,"Thomas Cautley Newby","The intense and tragic love story of Heathcliff and Catherine Earnshaw on the Yorkshire moors.",416,"classic,romance,revenge",3.88,"UK",TRUE,"None","Adult",TRUE,1939,"978-0141439556" +28,"Little Women","Louisa May Alcott","Coming-of-age","English",1868,"Roberts Brothers","The lives of the four March sisters as they grow up in Civil War era America.",759,"sisters,family,classic,history",4.10,"USA",TRUE,"None","Children",TRUE,2019,"978-0147514011" +29,"Frankenstein","Mary Shelley","Sci-Fi","English",1818,"Lackington, Hughes","A scientist creates a sapient creature in an unorthodox scientific experiment.",280,"horror,science,classic",3.85,"UK",TRUE,"None","Adult",TRUE,1931,"978-0486282114" +30,"Alice's Adventures in Wonderland","Lewis Carroll","Fantasy","English",1865,"Macmillan","A young girl falls down a rabbit hole into a fantasy world of anthropomorphic creatures.",200,"magic,classic,surreal",4.05,"UK",TRUE,"None","Children",TRUE,1951,"978-0141439761" +31,"The Picture of Dorian Gray","Oscar Wilde","Gothic","English",1890,"Lippincott's Monthly","A young man remains youthful while his portrait ages and records his moral corruption.",254,"classic,philosophy,horror",4.11,"UK",TRUE,"None","Adult",TRUE,1945,"978-0141439570" +32,"Gone Girl","Gillian Flynn","Thriller","English",2012,"Crown Publishing Group","A man becomes the prime suspect when his wife disappears on their fifth wedding anniversary.",419,"mystery,crime,twist",4.10,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2014,"978-0307588371" +33,"The Girl with the Dragon Tattoo","Stieg Larsson","Crime","English",2005,"Knopf","A journalist and a hacker investigate a disappearance from forty years ago.",465,"mystery,sweden,hacker",4.15,"Sweden",TRUE,"Glass Key Award","Adult",TRUE,2011,"978-0307454546" +34,"Life of Pi","Yann Martel","Adventure","English",2001,"Knopf Canada","A boy survives a shipwreck and is lost at sea with a Bengal tiger.",319,"survival,philosophy,animals",3.92,"Canada",TRUE,"Man Booker Prize","Adult",TRUE,2012,"978-0156027328" +35,"The Giver","Lois Lowry","Dystopian","English",1993,"Houghton Mifflin","A boy lives in a seemingly perfect community but discovers the dark truth about its past.",208,"society,memory,future",4.13,"USA",TRUE,"Newbery Medal","Young Adult",TRUE,2014,"978-0544336261" +36,"Twilight","Stephenie Meyer","Romance","English",2005,"Little, Brown","A teenage girl falls in love with a vampire in the rainy town of Forks.",498,"vampires,love,teen",3.60,"USA",TRUE,"Kids' Choice Award","Young Adult",TRUE,2008,"978-0316015844" +37,"Of Mice and Men","John Steinbeck","Tragedy","English",1937,"Covici Friede","Two displaced ranch workers move from place to place in California in search of work.",107,"friendship,depression,classic",3.89,"USA",TRUE,"None","Adult",TRUE,1992,"978-0140177398" +38,"The Secret Garden","Frances Hodgson Burnett","Children's Fiction","English",1911,"Frederick A. Stokes","A young orphan girl discovers a neglected garden at her uncle's estate.",331,"nature,healing,classic",4.15,"UK",TRUE,"None","Children",TRUE,1993,"978-0064401883" +39,"Moby-Dick","Herman Melville","Adventure","English",1851,"Harper & Brothers","Captain Ahab's obsessive quest for revenge against the white whale Moby Dick.",635,"sea,whale,classic,obsession",3.50,"USA",TRUE,"None","Adult",TRUE,1956,"978-0142437247" +40,"A Tale of Two Cities","Charles Dickens","Historical Fiction","English",1859,"Chapman & Hall","A story of love and sacrifice set in London and Paris during the French Revolution.",489,"history,war,romance,classic",3.85,"UK",TRUE,"None","Adult",TRUE,1935,"978-0141439600" +41,"Lord of the Flies","William Golding","Allegory","English",1954,"Faber and Faber","A group of British boys stranded on an uninhabited island descend into savagery.",224,"classic,survival,society,psychology",3.69,"UK",TRUE,"Nobel Prize","Young Adult",TRUE,1963,"978-0399501487" +42,"A Game of Thrones","George R.R. Martin","Fantasy","English",1996,"Bantam Spectra","Noble families fight for control of the Iron Throne in the land of Westeros.",835,"epic,politics,dragons,war",4.44,"USA",TRUE,"Locus Award","Adult",TRUE,2011,"978-0553103540" +43,"The Godfather","Mario Puzo","Crime","English",1969,"G. P. Putnam's Sons","The story of a fictional Mafia family in New York City, headed by Don Vito Corleone.",448,"mafia,crime,family,italy",4.37,"USA",TRUE,"None","Adult",TRUE,1972,"978-0451205766" +44,"Divergent","Veronica Roth","Dystopian","English",2011,"Katherine Tegen Books","In a society divided into factions based on virtues, Tris Prior discovers she is Divergent.",487,"action,romance,society",4.15,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2014,"978-0062024039" +45,"A Clockwork Orange","Anthony Burgess","Dystopian","English",1962,"William Heinemann","A teenage sociopath is subjected to a state-sponsored psychological rehabilitation treatment.",192,"violence,classic,satire",3.99,"UK",TRUE,"None","Adult",TRUE,1971,"978-0393312836" +46,"Dracula","Bram Stoker","Gothic Horror","English",1897,"Archibald Constable","The vampire Count Dracula moves from Transylvania to England to spread the undead curse.",418,"vampires,horror,classic",4.01,"UK",TRUE,"None","Adult",TRUE,1931,"978-0486411095" +47,"The Maze Runner","James Dashner","Sci-Fi","English",2009,"Delacorte Press","Thomas wakes up in a glade surrounded by a massive maze with no memory of his past.",375,"mystery,survival,action",4.04,"USA",TRUE,"None","Young Adult",TRUE,2014,"978-0385737973" +48,"The Martian","Andy Weir","Sci-Fi","English",2011,"Crown Publishing","An astronaut stranded on Mars must use his scientific ingenuity to survive.",369,"science,space,survival,humor",4.41,"USA",TRUE,"Seiun Award","Adult",TRUE,2015,"978-0553418026" +49,"Into the Wild","Jon Krakauer","Biography","English",1996,"Villard","The true story of Christopher McCandless, who abandoned his life to live in the Alaskan wilderness.",224,"travel,nature,tragedy,nonfiction",4.00,"USA",TRUE,"None","Adult",TRUE,2007,"978-0385486804" +50,"The Outsiders","S.E. Hinton","Coming-of-age","English",1967,"Viking Press","Two rival gangs, the Greasers and the Socs, clash in 1960s Oklahoma.",192,"gangs,teen,friendship,classic",4.10,"USA",TRUE,"New York Herald Tribune Best Teenage Book","Young Adult",TRUE,1983,"978-0142407332" +51,"Ready Player One","Ernest Cline","Sci-Fi","English",2011,"Random House","A teenager hunts for an Easter egg in a virtual reality world to inherit a fortune.",374,"gaming,80s,adventure",4.23,"USA",TRUE,"Prometheus Award","Young Adult",TRUE,2018,"978-0307887436" +52,"The Girl on the Train","Paula Hawkins","Thriller","English",2015,"Riverhead Books","A commuter becomes entangled in a missing persons investigation after witnessing something from a train.",323,"mystery,crime,alcoholism",3.96,"UK",TRUE,"Goodreads Choice Award","Adult",TRUE,2016,"978-1594634024" +53,"Water for Elephants","Sara Gruen","Historical Fiction","English",2006,"Algonquin Books","A veterinary student joins a traveling circus during the Great Depression.",335,"circus,animals,romance",4.10,"Canada",TRUE,"Book Sense Book of the Year","Adult",TRUE,2011,"978-1565125605" +54,"Memoirs of a Geisha","Arthur Golden","Historical Fiction","English",1997,"Knopf","A young girl is sold into a geisha house in Kyoto and learns the arts of the profession.",448,"japan,culture,romance",4.14,"USA",TRUE,"None","Adult",TRUE,2005,"978-0140288478" +55,"Fight Club","Chuck Palahniuk","Satire","English",1996,"W. W. Norton","An insomniac office worker starts an underground fight club that evolves into something much darker.",218,"anarchy,psychology,violence",4.19,"USA",TRUE,"Pacific Northwest Booksellers Award","Adult",TRUE,1999,"978-0393039764" +56,"American Psycho","Bret Easton Ellis","Horror","English",1991,"Vintage","A wealthy investment banker hides his psychopathic ego from his co-workers and friends.",399,"crime,satire,psychology",3.80,"USA",TRUE,"None","Adult",TRUE,2000,"978-0679735779" +57,"The Road","Cormac McCarthy","Post-Apocalyptic","English",2006,"Knopf","A father and son journey across a desolate, burned America reaching for the coast.",287,"survival,dark,fatherhood",3.99,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2009,"978-0307387899" +58,"Room","Emma Donoghue","Drama","English",2010,"Little, Brown","A five-year-old boy and his mother are held captive in a small room.",321,"kidnap,family,psychology",4.08,"Canada",TRUE,"Rogers Writers' Trust Fiction Prize","Adult",TRUE,2015,"978-0316098335" +59,"The Help","Kathryn Stockett","Historical Fiction","English",2009,"Putnam","African American maids working in white households in Jackson, Mississippi, during the early 1960s.",464,"racism,civil rights,friendship",4.47,"USA",TRUE,"Boeke Prize","Adult",TRUE,2011,"978-0399155345" +60,"The Lovely Bones","Alice Sebold","Fantasy","English",2002,"Little, Brown","A teenage girl watches from heaven as her family and friends deal with her murder.",328,"crime,death,family,ghosts",3.85,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,2009,"978-0316666343" +61,"The Old Man and the Sea","Ernest Hemingway","Literary Fiction","English",1952,"Charles Scribner's Sons","An aging fisherman struggles with a giant marlin far out in the Gulf Stream off the coast of Cuba.",127,"fishing,struggle,classic",4.30,"USA",TRUE,"Pulitzer Prize,Nobel Prize","Adult",TRUE,1958,"978-0684801223" +62,"One Hundred Years of Solitude","Gabriel García Márquez","Magical Realism","English",1967,"Harper & Row","The multi-generational story of the Buendía family in the fictional town of Macondo.",417,"family,magic,colombia,classic",4.10,"Colombia",TRUE,"Nobel Prize","Adult",FALSE,,"978-0060883287" +64,"Catch-22","Joseph Heller","Satire","English",1961,"Simon & Schuster","A US Air Force bombardier tries to escape the war but is trapped by bureaucratic paradoxes.",453,"war,humor,absurdism",3.98,"USA",TRUE,"None","Adult",TRUE,1970,"978-1451626650" +65,"Great Expectations","Charles Dickens","Coming-of-age","English",1861,"Chapman & Hall","The orphan Pip rises to wealth and status through the help of a mysterious benefactor.",505,"classic,love,class,london",3.79,"UK",TRUE,"None","Adult",TRUE,1946,"978-0141439563" +66,"The Bell Jar","Sylvia Plath","Semi-autobiographical","English",1963,"Heinemann","A talented young woman descends into mental illness while interning at a magazine in New York.",244,"depression,feminism,mental health",4.03,"USA",TRUE,"None","Adult",TRUE,1979,"978-0060837020" +67,"Slaughterhouse-Five","Kurt Vonnegut","Sci-Fi","English",1969,"Delacorte","Billy Pilgrim becomes unstuck in time after witnessing the firebombing of Dresden.",275,"war,time travel,satire",4.10,"USA",TRUE,"None","Adult",TRUE,1972,"978-0385333849" +68,"Atonement","Ian McEwan","Drama","English",2001,"Jonathan Cape","A 13-year-old girl makes a false accusation that ruins the lives of her sister and her lover.",371,"war,love,betrayal,writing",3.93,"UK",TRUE,"Booker Prize Shortlist","Adult",TRUE,2007,"978-0099429791" +69,"The Color Purple","Alice Walker","Epistolary","English",1982,"Harcourt Brace","The life of African American women in the Southern United States in the 1930s.",295,"racism,feminism,history",4.24,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,1985,"978-0156028356" +70,"Dune","Frank Herbert","Sci-Fi","English",1965,"Chilton Books","Paul Atreides must lead the Fremen to reclaim the desert planet Arrakis.",658,"space,politics,ecology,epic",4.26,"USA",TRUE,"Hugo,Nebula","Adult",TRUE,2021,"978-0441013593" +71,"Anna Karenina","Leo Tolstoy","Romance","English",1877,"The Russian Messenger","A tragic story of a married aristocrat's affair and her search for happiness.",964,"russia,classic,love,tragedy",4.08,"Russia",TRUE,"None","Adult",TRUE,2012,"978-0143035008" +73,"The Secret History","Donna Tartt","Dark Academia","English",1992,"Knopf","A group of classics students at a small college cover up a murder they committed.",559,"mystery,college,obsession",4.15,"USA",TRUE,"None","Adult",FALSE,,"978-1400031702" +74,"Things Fall Apart","Chinua Achebe","Historical Fiction","English",1958,"Heinemann","The life of Okonkwo, an Igbo leader, deals with the influence of British colonialism in Nigeria.",209,"africa,history,tragedy",3.70,"Nigeria",TRUE,"None","Adult",FALSE,,"978-0385474542" +75,"Crime and Punishment","Fyodor Dostoevsky","Psychological Fiction","English",1866,"The Russian Messenger","Raskolnikov commits a murder to test his theory of being an extraordinary man.",671,"philosophy,crime,classic,russia",4.25,"Russia",TRUE,"None","Adult",TRUE,2002,"978-0140449136" +76,"The Perks of Being a Wallflower","Stephen Chbosky","Coming-of-age","English",1999,"MTV Books","An introverted freshman navigates his first year of high school with new friends.",213,"teen,mental health,friendship",4.22,"USA",TRUE,"None","Young Adult",TRUE,2012,"978-1451696196" +77,"Coraline","Neil Gaiman","Dark Fantasy","English",2002,"HarperCollins","A young girl opens a locked door in her new house and finds a parallel world.",162,"horror,magic,kids",4.10,"UK",TRUE,"Hugo,Nebula","Children",TRUE,2009,"978-0380977789" +78,"Matilda","Roald Dahl","Children's Fiction","English",1988,"Jonathan Cape","A brilliant young girl with telekinetic powers deals with her neglectful parents and a cruel headmistress.",240,"magic,school,humor",4.33,"UK",TRUE,"Children's Book Award","Children",TRUE,1996,"978-0142410370" +79,"Ender's Game","Orson Scott Card","Sci-Fi","English",1985,"Tor Books","A young boy is trained in a battle school to lead humanity's war against an alien race.",324,"space,war,strategy",4.31,"USA",TRUE,"Hugo,Nebula","Young Adult",TRUE,2013,"978-0812550702" +80,"Where the Crawdads Sing","Delia Owens","Mystery","English",2018,"G. P. Putnam's Sons","A girl who grew up alone in the marshes of North Carolina becomes a suspect in a murder.",368,"nature,romance,mystery",4.41,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2022,"978-0735219090" +81,"The Pillars of the Earth","Ken Follett","Historical Fiction","English",1989,"Macmillan","The building of a cathedral in the fictional town of Kingsbridge evokes power struggles and family feuds.",973,"history,architecture,epic",4.33,"UK",TRUE,"None","Adult",TRUE,2010,"978-0451207142" +82,"The Name of the Wind","Patrick Rothfuss","Fantasy","English",2007,"DAW Books","Kvothe, a legendary figure, tells the story of his life and how he became the most notorious wizard.",662,"magic,music,adventure",4.52,"USA",TRUE,"Quill Award","Adult",FALSE,,"978-0756404741" +83,"The Night Circus","Erin Morgenstern","Fantasy","English",2011,"Doubleday","Two young magicians are pawned against each other in a duel within a mysterious circus.",387,"magic,romance,circus",4.02,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-0307744432" +84,"One Flew Over the Cuckoo's Nest","Ken Kesey","Psychological Fiction","English",1962,"Viking Press","A criminal pleads insanity to serve his sentence in a mental institution and clashes with the head nurse.",325,"mental health,rebellion,classic",4.20,"USA",TRUE,"None","Adult",TRUE,1975,"978-0451163967" +85,"The Silence of the Lambs","Thomas Harris","Thriller","English",1988,"St. Martin's Press","FBI trainee Clarice Starling seeks the help of incarcerated cannibal Dr. Hannibal Lecter to catch a serial killer.",338,"crime,horror,psychology",4.23,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,1991,"978-0312924584" +86,"Rebecca","Daphne du Maurier","Gothic","English",1938,"Victor Gollancz","A young woman marries a wealthy widower and moves to his estate, where the memory of his first wife haunts her.",449,"mystery,romance,classic",4.24,"UK",TRUE,"National Book Award","Adult",TRUE,1940,"978-0380730407" +87,"Watership Down","Richard Adams","Fantasy","English",1972,"Rex Collings","A group of rabbits escape the destruction of their warren and seek a new home.",478,"animals,adventure,classic",4.05,"UK",TRUE,"Carnegie Medal","Young Adult",TRUE,1978,"978-0743271370" +88,"American Gods","Neil Gaiman","Fantasy","English",2001,"William Morrow","Shadow Moon is released from prison and hired as a bodyguard for a mysterious man named Mr. Wednesday.",635,"mythology,road trip,americana",4.11,"USA",TRUE,"Hugo,Nebula","Adult",TRUE,2017,"978-0380973651" +89,"A Tree Grows in Brooklyn","Betty Smith","Coming-of-age","English",1943,"Harper & Brothers","The story of a young girl growing up in poverty in Williamsburg, Brooklyn, in the early 20th century.",493,"family,classic,poverty",4.25,"USA",TRUE,"None","Young Adult",TRUE,1945,"978-0060736262" +90,"The Grapes of Wrath","John Steinbeck","Historical Fiction","English",1939,"Viking Press","The Joad family is forced off their farm during the Great Depression and travels to California.",464,"history,poverty,social",3.98,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,1940,"978-0143039433" +91,"Lolita","Vladimir Nabokov","Classic","English",1955,"Olympia Press","A literature professor becomes obsessed with a 12-year-old girl.",336,"controversial,classic,psychology",3.88,"USA",TRUE,"None","Adult",TRUE,1962,"978-0679723165" +92,"Romeo and Juliet","William Shakespeare","Tragedy","English",1597,"John Danter","Two young star-crossed lovers whose deaths ultimately reconcile their feuding families.",281,"play,love,tragedy,classic",3.75,"UK",TRUE,"None","Young Adult",TRUE,1968,"978-0743477116" +93,"Hamlet","William Shakespeare","Tragedy","English",1603,"Nicholas Ling","Prince Hamlet seeks revenge against his uncle, who has murdered Hamlet's father in order to seize the throne.",342,"play,revenge,philosophy",4.02,"UK",TRUE,"None","Adult",TRUE,1948,"978-0743477123" +94,"The Odyssey","Homer","Epic Poetry","English",-700,"Unknown","Odysseus's ten-year journey home after the Trojan War.",541,"mythology,epic,adventure",3.77,"Greece",TRUE,"None","Adult",TRUE,1997,"978-0140268869" +95,"Don Quixote","Miguel de Cervantes","Adventure","Spanish",1605,"Francisco de Robles","A noble reads so many romances that he loses his mind and decides to become a knight-errant.",928,"classic,satire,spain",3.88,"Spain",TRUE,"None","Adult",TRUE,1972,"978-0060934347" +96,"Les Misérables","Victor Hugo","Historical Fiction","French",1862,"A. Lacroix","Ex-convict Jean Valjean struggles for redemption while being hunted by the ruthless policeman Javert.",1463,"history,france,justice,classic",4.18,"France",TRUE,"None","Adult",TRUE,2012,"978-0451419439" +97,"War and Peace","Leo Tolstoy","Historical Fiction","Russian",1869,"The Russian Messenger","Five aristocratic families face the Napoleonic invasion of Russia.",1225,"history,russia,war,classic",4.14,"Russia",TRUE,"None","Adult",TRUE,1956,"978-1400079988" +98,"Ulysses","James Joyce","Modernist","English",1922,"Sylvia Beach","The appointments and encounters of Leopold Bloom in Dublin in the course of an ordinary day.",730,"classic,dublin,complex",3.73,"Ireland",TRUE,"None","Adult",TRUE,1967,"978-0679722762" +99,"Beloved","Toni Morrison","Magical Realism","English",1987,"Knopf","A former slave is haunted by the memory of her daughter, whom she killed to save from slavery.",324,"history,ghosts,slavery",3.93,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1998,"978-1400033416" +100,"Cloud Atlas","David Mitchell","Sci-Fi","English",2004,"Sceptre","Six nesting stories spanning from the 19th century to a post-apocalyptic future.",509,"time,philosophy,connection",4.02,"UK",TRUE,"British Book Award","Adult",TRUE,2012,"978-0375507250" +101,"Foundation","Isaac Asimov","Sci-Fi","English",1951,"Gnome Press","A mathematician predicts the fall of the Galactic Empire and creates a foundation to reduce the dark age.",255,"space,empire,psychohistory",4.18,"USA",TRUE,"Hugo Award","Adult",TRUE,2021,"978-0553293357" +102,"Neuromancer","William Gibson","Cyberpunk","English",1984,"Ace","A washed-up computer hacker is hired by a mysterious employer for one last job.",271,"cyberpunk,hacker,future",3.89,"USA",TRUE,"Hugo,Nebula,Philip K. Dick Award","Adult",FALSE,,"978-0441569595" +103,"Snow Crash","Neal Stephenson","Sci-Fi","English",1992,"Bantam Spectra","A pizza deliverer in the real world is a warrior prince in the Metaverse.",480,"cyberpunk,metaverse,satire",4.03,"USA",TRUE,"None","Adult",FALSE,,"978-0553380958" +104,"Hyperion","Dan Simmons","Sci-Fi","English",1989,"Doubleday","Seven pilgrims journey to the distant world of Hyperion to share their stories.",482,"space,opera,time,religion",4.26,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0553283686" +105,"The Three-Body Problem","Cixin Liu","Sci-Fi","English",2008,"Chongqing Press","Nanotechnology researcher Wang Miao is involved in a conspiracy involving an alien invasion.",399,"aliens,physics,china",4.08,"China",TRUE,"Hugo Award","Adult",TRUE,2023,"978-0765377067" +106,"Norwegian Wood","Haruki Murakami","Romance","English",1987,"Kodansha","A college student reflects on his life and the two women who affected him.",296,"japan,love,loss,music",4.03,"Japan",TRUE,"None","Adult",TRUE,2010,"978-0307744661" +107,"Kafka on the Shore","Haruki Murakami","Magical Realism","English",2002,"Shinchosha","A teenage boy runs away from home to find his mother and sister.",505,"cats,japan,magic,surreal",4.13,"Japan",TRUE,"World Fantasy Award","Adult",FALSE,,"978-1400079278" +108,"Never Let Me Go","Kazuo Ishiguro","Sci-Fi","English",2005,"Faber and Faber","Students at an exclusive boarding school discover the dark truth about their existence.",288,"dystopia,clones,friendship",3.83,"UK",TRUE,"None","Adult",TRUE,2010,"978-1400078776" +109,"The Remains of the Day","Kazuo Ishiguro","Historical Fiction","English",1989,"Faber and Faber","A butler recalls his life of service at Darlington Hall during the waning days of the British aristocracy.",258,"history,memory,class",4.13,"UK",TRUE,"Booker Prize","Adult",TRUE,1993,"978-0679731726" +110,"Midnight's Children","Salman Rushdie","Magical Realism","English",1981,"Jonathan Cape","Children born at the exact moment of India's independence possess special powers.",647,"india,history,magic,politics",3.98,"India",TRUE,"Booker Prize","Adult",TRUE,2012,"978-0812976533" +111,"White Teeth","Zadie Smith","Contemporary Fiction","English",2000,"Hamish Hamilton","Two wartime friends and their families navigate life in multicultural London.",448,"london,race,family,humor",3.78,"UK",TRUE,"Whitbread Book Award","Adult",TRUE,2002,"978-0375703867" +112,"The God of Small Things","Arundhati Roy","Drama","English",1997,"IndiaInk","The childhood experiences of fraternal twins establish the rules of society in Kerala, India.",321,"india,family,caste,tragedy",3.95,"India",TRUE,"Booker Prize","Adult",FALSE,,"978-0812979657" +113,"The Goldfinch","Donna Tartt","Bildungsroman","English",2013,"Little, Brown","A boy survives a terrorist bombing at an art museum and keeps a small painting that draws him into the underworld.",771,"art,crime,coming-of-age",3.92,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2019,"978-0316055437" +114,"All the Light We Cannot See","Anthony Doerr","Historical Fiction","English",2014,"Scribner","A blind French girl and a German boy's paths collide in occupied France during WWII.",531,"war,history,radio,blindness",4.33,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2023,"978-1501161933" +115,"The Nightingale","Kristin Hannah","Historical Fiction","English",2015,"St. Martin's Press","Two sisters in France struggle to survive and resist the German occupation of WWII.",440,"war,sisters,france,resistance",4.60,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2024,"978-0312577223" +116,"The Seven Husbands of Evelyn Hugo","Taylor Jenkins Reid","Romance","English",2017,"Atria Books","An aging Hollywood icon recounts her glamorous and scandalous life to an unknown reporter.",389,"hollywood,lgbt,romance",4.43,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2025,"978-1501161933" +117,"Daisy Jones & The Six","Taylor Jenkins Reid","Historical Fiction","English",2019,"Ballantine Books","An oral history of a fictional rock band's rise and fall in the 1970s.",355,"music,70s,rock,interview",4.20,"USA",TRUE,"None","Adult",TRUE,2023,"978-1524798628" +118,"It Ends with Us","Colleen Hoover","Romance","English",2016,"Atria Books","Lily falls for a neurosurgeon but finds herself in an abusive relationship.",384,"romance,abuse,contemporary",4.24,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2024,"978-1501110368" +119,"Big Little Lies","Liane Moriarty","Mystery","English",2014,"Putnam","A murder investigation reveals the secrets of three women in a beachfront community.",460,"secrets,marriage,australia",4.28,"Australia",TRUE,"None","Adult",TRUE,2017,"978-0399167065" +120,"Sharp Objects","Gillian Flynn","Thriller","English",2006,"Shaye Areheart","A reporter returns to her hometown to cover a series of murders and confronts her own past.",254,"mystery,dark,crime,family",4.00,"USA",TRUE,"None","Adult",TRUE,2018,"978-0307341556" +121,"The Woman in the Window","A.J. Finn","Thriller","English",2018,"William Morrow","An agoraphobic woman witnesses a crime in her neighbor's house.",427,"mystery,suspense,crime",3.95,"USA",TRUE,"None","Adult",TRUE,2021,"978-0062678416" +122,"Steve Jobs","Walter Isaacson","Biography","English",2011,"Simon & Schuster","The exclusive biography of the creative entrepreneur who revolutionized technology.",656,"tech,biography,apple,business",4.15,"USA",TRUE,"None","Adult",TRUE,2015,"978-1451648539" +123,"Educated","Tara Westover","Memoir","English",2018,"Random House","A woman grows up in a survivalist family in Idaho and eventually escapes to get an education.",334,"memoir,family,education",4.47,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0399590504" +124,"Becoming","Michelle Obama","Memoir","English",2018,"Crown","The memoir of the former First Lady of the United States.",426,"politics,memoir,women",4.49,"USA",TRUE,"Grammy Award","Adult",TRUE,2020,"978-1524763138" +125,"Born a Crime","Trevor Noah","Memoir","English",2016,"Spiegel & Grau","Stories of growing up in South Africa during and after apartheid.",289,"humor,africa,memoir",4.49,"South Africa",TRUE,"Thurber Prize","Adult",FALSE,,"978-0399588174" +126,"Quiet: The Power of Introverts","Susan Cain","Non-fiction","English",2012,"Crown","An examination of how society undervalues introverts and the power they hold.",352,"psychology,business,self-help",4.07,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0307352156" +127,"Atomic Habits","James Clear","Self-Help","English",2018,"Avery","A guide to building good habits and breaking bad ones through small changes.",319,"psychology,growth,productivity",4.35,"USA",TRUE,"None","Adult",FALSE,,"978-0735211292" +128,"Thinking, Fast and Slow","Daniel Kahneman","Psychology","English",2011,"Farrar, Straus and Giroux","A breakdown of the two systems that drive the way we think.",499,"science,psychology,economics",4.18,"Israel",TRUE,"National Academy of Sciences Best Book","Adult",FALSE,,"978-0374275631" +129,"Sapiens: A Brief History of Humankind","Yuval Noah Harari","History","English",2011,"Harvill Secker","A survey of the history of humankind from the Stone Age to the twenty-first century.",443,"history,anthropology,science",4.36,"Israel",TRUE,"Wenjin Book Award","Adult",FALSE,,"978-0062316097" +130,"Outliers: The Story of Success","Malcolm Gladwell","Non-fiction","English",2008,"Little, Brown","An investigation into the factors that contribute to high levels of success.",309,"sociology,success,psychology",4.18,"Canada",TRUE,"None","Adult",FALSE,,"978-0316017930" +131,"The Immortal Life of Henrietta Lacks","Rebecca Skloot","Biography","English",2010,"Crown","The story of a woman whose cells were harvested without her consent and changed science.",369,"science,history,medicine",4.07,"USA",TRUE,"National Academies Communication Award","Adult",TRUE,2017,"978-1400052189" +132,"Into Thin Air","Jon Krakauer","Non-fiction","English",1997,"Villard","A personal account of the 1996 Mount Everest disaster.",332,"adventure,mountain,tragedy",4.19,"USA",TRUE,"None","Adult",TRUE,1997,"978-0385494786" +133,"Wild","Cheryl Strayed","Memoir","English",2012,"Knopf","A woman hikes the Pacific Crest Trail alone to recover from personal tragedy.",315,"travel,nature,memoir",4.01,"USA",TRUE,"None","Adult",TRUE,2014,"978-0307592736" +134,"Eat, Pray, Love","Elizabeth Gilbert","Memoir","English",2006,"Viking","A woman travels to Italy, India, and Indonesia to find balance in her life.",334,"travel,romance,food",3.60,"USA",TRUE,"None","Adult",TRUE,2010,"978-0143038412" +135,"The Glass Castle","Jeannette Walls","Memoir","English",2005,"Scribner","A memoir about growing up in a poverty-stricken and unconventional family.",288,"family,poverty,memoir",4.28,"USA",TRUE,"Christopher Award","Adult",TRUE,2017,"978-0743247542" +136,"Good Omens","Terry Pratchett & Neil Gaiman","Fantasy","English",1990,"Gollancz","An angel and a demon join forces to stop the coming Apocalypse.",412,"humor,magic,satire",4.24,"UK",TRUE,"None","Adult",TRUE,2019,"978-0060853983" +137,"The Color of Magic","Terry Pratchett","Fantasy","English",1983,"Colin Smythe","The first novel in the Discworld series, following the inept wizard Rincewind.",206,"humor,magic,discworld",3.99,"UK",TRUE,"None","Adult",TRUE,2008,"978-0062225672" +138,"Americanah","Chimamanda Ngozi Adichie","Romance","English",2013,"Knopf","A young Nigerian woman emigrates to the United States for university.",588,"race,africa,immigration",4.30,"Nigeria",TRUE,"National Book Critics Circle Award","Adult",TRUE,,"978-0307271082" +139,"Pachinko","Min Jin Lee","Historical Fiction","English",2017,"Grand Central","A saga about four generations of a Korean immigrant family in Japan.",490,"history,japan,korea,family",4.31,"USA",TRUE,"National Book Award Finalist","Adult",TRUE,2022,"978-1455563937" +140,"Homegoing","Yaa Gyasi","Historical Fiction","English",2016,"Knopf","The parallel paths of two half-sisters and their descendants from Ghana to the US.",300,"history,slavery,africa,family",4.48,"Ghana",TRUE,"John Leonard Prize","Adult",FALSE,,"978-1101947135" +141,"Station Eleven","Emily St. John Mandel","Sci-Fi","English",2014,"Knopf","A traveling symphony performs Shakespeare in a post-apocalyptic world.",333,"dystopia,pandemic,art",4.04,"Canada",TRUE,"Arthur C. Clarke Award","Adult",TRUE,2021,"978-0385353304" +142,"Circe","Madeline Miller","Fantasy","English",2018,"Little, Brown","A retelling of the Greek myth of Circe, the daughter of Helios.",393,"mythology,magic,feminism",4.24,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0316556347" +143,"The Song of Achilles","Madeline Miller","Historical Fiction","English",2011,"Ecco","A retelling of the Trojan War focusing on the relationship between Achilles and Patroclus.",378,"mythology,romance,war",4.42,"USA",TRUE,"Orange Prize","Adult",FALSE,,"978-0062060624" +144,"Normal People","Sally Rooney","Romance","English",2018,"Faber & Faber","The complex relationship between two teenagers from different social classes in Ireland.",273,"love,ireland,coming-of-age",3.81,"Ireland",TRUE,"British Book Award","Adult",TRUE,2020,"978-1984822178" +145,"Conversations with Friends","Sally Rooney","Fiction","English",2017,"Faber & Faber","Two college students form an unexpected connection with a married couple.",304,"love,relationships,ireland",3.48,"Ireland",TRUE,"None","Adult",TRUE,2022,"978-0571333127" +146,"Eleanor Oliphant Is Completely Fine","Gail Honeyman","Fiction","English",2017,"HarperCollins","A socially awkward woman learns to open her heart and heal old wounds.",336,"loneliness,mental health,humor",4.25,"UK",TRUE,"Costa Book Award","Adult",FALSE,,"978-0735220683" +147,"A Man Called Ove","Fredrik Backman","Fiction","English",2012,"Forum","A grumpy old man plans to end his life but is interrupted by his new neighbors.",337,"humor,sweden,heartwarming",4.37,"Sweden",TRUE,"None","Adult",TRUE,2015,"978-1476738024" +148,"Beartown","Fredrik Backman","Drama","English",2016,"Pir","A junior hockey team carries the hopes of a small, declining town.",418,"sports,community,tragedy",4.32,"Sweden",TRUE,"Goodreads Choice Award Finalist","Adult",TRUE,2020,"978-1501160769" +149,"Dark Matter","Blake Crouch","Sci-Fi","English",2016,"Crown","A physics professor is kidnapped and wakes up in a world where he is a celebrated genius.",342,"multiverse,thriller,science",4.11,"USA",TRUE,"None","Adult",TRUE,2024,"978-1101904220" +150,"Project Hail Mary","Andy Weir","Sci-Fi","English",2021,"Ballantine Books","A lone astronaut wakes up on a spaceship with no memory and a mission to save Earth.",476,"space,science,aliens,survival",4.51,"USA",TRUE,"Dragon Award","Adult",TRUE,2025,"978-0593135204" +151,"And Then There Were None","Agatha Christie","Mystery","English",1939,"Collins Crime Club","Ten strangers are invited to an island by a mysterious host, and one by one, they start dying.",264,"crime,island,suspense,classic",4.26,"UK",TRUE,"None","Adult",TRUE,1945,"978-0062073488" +152,"The Big Sleep","Raymond Chandler","Crime","English",1939,"Knopf","Private investigator Philip Marlowe is hired by a wealthy general to stop a blackmailer.",231,"noir,detective,los angeles",4.00,"USA",TRUE,"None","Adult",TRUE,1946,"978-0394758282" +153,"The Maltese Falcon","Dashiell Hammett","Crime","English",1930,"Knopf","Detective Sam Spade gets caught in a hunt for a priceless statuette.",217,"noir,detective,mystery",3.94,"USA",TRUE,"None","Adult",TRUE,1941,"978-0679722649" +154,"V for Vendetta","Alan Moore","Graphic Novel","English",1982,"Vertigo","An anarchist freedom fighter challenges a fascist regime in a dystopian United Kingdom.",296,"dystopia,anarchy,politics",4.25,"UK",TRUE,"Prometheus Hall of Fame","Adult",TRUE,2005,"978-1401208417" +155,"Watchmen","Alan Moore","Graphic Novel","English",1986,"DC Comics","A group of retired superheroes investigate the murder of one of their own.",416,"superheroes,cold war,noir",4.36,"USA",TRUE,"Hugo Award","Adult",TRUE,2009,"978-0930289232" +156,"Maus","Art Spiegelman","Graphic Novel","English",1980,"Pantheon","A Jewish survivor of the Holocaust tells his story to his son, depicted with animals.",296,"history,holocaust,memoir",4.56,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0679406419" +157,"Persepolis","Marjane Satrapi","Memoir","English",2000,"L'Association","A young girl's coming-of-age story during the Iranian Revolution.",341,"iran,history,graphic novel",4.25,"France",TRUE,"None","Adult",TRUE,2007,"978-0375714573" +158,"Man's Search for Meaning","Viktor E. Frankl","Psychology","English",1946,"Verlag für Jugend und Volk","A psychiatrist recounts his life in Nazi death camps and his spiritual lessons for survival.",165,"holocaust,philosophy,psychology",4.36,"Austria",TRUE,"None","Adult",FALSE,,"978-0807014295" +159,"Thinking in Systems","Donella H. Meadows","Non-fiction","English",2008,"Chelsea Green","An introduction to systems thinking and how to solve complex problems.",240,"science,management,philosophy",4.20,"USA",FALSE,"None","Adult",FALSE,,"978-1603580557" +160,"Zero to One","Peter Thiel","Business","English",2014,"Crown Business","Notes on startups, or how to build the future.",195,"business,startup,tech",4.17,"USA",TRUE,"None","Adult",FALSE,,"978-0804139298" +161,"The Lean Startup","Eric Ries","Business","English",2011,"Crown Business","How today's entrepreneurs use continuous innovation to create radically successful businesses.",336,"business,management,tech",4.10,"USA",TRUE,"None","Adult",FALSE,,"978-0307887817" +162,"Grit: The Power of Passion and Perseverance","Angela Duckworth","Psychology","English",2016,"Scribner","A psychologist argues that the secret to outstanding achievement is not talent but grit.",333,"success,psychology,self-help",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-1501111105" +163,"Mindset: The New Psychology of Success","Carol S. Dweck","Psychology","English",2006,"Random House","The differences between a fixed mindset and a growth mindset.",320,"psychology,growth,education",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-0345472328" +164,"Flow: The Psychology of Optimal Experience","Mihaly Csikszentmihalyi","Psychology","English",1990,"Harper & Row","Investigations into the optimal state of being where we feel our best and perform our best.",303,"psychology,happiness,science",4.11,"USA",TRUE,"None","Adult",FALSE,,"978-0061339202" +165,"The Prophet","Kahlil Gibran","Poetry","English",1923,"Knopf","A collection of poetic essays on love, marriage, children, and other topics.",127,"philosophy,spirituality,classic",4.24,"Lebanon",TRUE,"None","Adult",TRUE,2014,"978-0394404288" +166,"Siddhartha","Hermann Hesse","Philosophy","English",1922,"New Directions","A man's spiritual journey of self-discovery during the time of the Buddha.",152,"buddhism,india,classic",4.05,"Germany",TRUE,"Nobel Prize","Adult",TRUE,1972,"978-0553208849" +167,"Steppenwolf","Hermann Hesse","Philosophy","English",1927,"S. Fischer Verlag","A middle-aged intellectual struggles with his dual nature of human and wolf.",237,"psychology,classic,loneliness",3.95,"Germany",TRUE,"Nobel Prize","Adult",TRUE,1974,"978-0312278670" +168,"East of Eden","John Steinbeck","Historical Fiction","English",1952,"Viking Press","A modern retelling of the book of Genesis set in the Salinas Valley of California.",601,"classic,family,good vs evil",4.38,"USA",TRUE,"Nobel Prize","Adult",TRUE,1955,"978-0140186390" +169,"The Sun Also Rises","Ernest Hemingway","Modernist","English",1926,"Scribner","American and British expatriates travel from Paris to the Festival of San Fermín in Pamplona.",251,"travel,spain,lost generation",3.84,"USA",TRUE,"None","Adult",TRUE,1957,"978-0743297332" +170,"For Whom the Bell Tolls","Ernest Hemingway","War","English",1940,"Scribner","An American dynamiter in the Spanish Civil War falls in love while fighting for the Republicans.",471,"war,spain,romance,classic",3.97,"USA",TRUE,"None","Adult",TRUE,1943,"978-0684803357" +171,"As I Lay Dying","William Faulkner","Southern Gothic","English",1930,"Cape and Smith","The Bundren family embarks on a journey to bury their mother in her hometown.",267,"classic,stream of consciousness,south",3.73,"USA",TRUE,"Nobel Prize","Adult",TRUE,2013,"978-0679732259" +172,"The Sound and the Fury","William Faulkner","Southern Gothic","English",1929,"Cape and Smith","The decline and fall of the aristocratic Compson family.",326,"classic,difficult,tragedy",3.86,"USA",TRUE,"Nobel Prize","Adult",TRUE,1959,"978-0679732242" +174,"Native Son","Richard Wright","Fiction","English",1940,"Harper & Brothers","A young black man living in Chicago's South Side is driven to crime by social conditions.",504,"race,poverty,crime",4.16,"USA",TRUE,"None","Adult",TRUE,1951,"978-0060837563" +176,"I Know Why the Caged Bird Sings","Maya Angelou","Autobiography","English",1969,"Random House","The early years of the American poet and civil rights activist.",289,"memoir,race,feminism",4.24,"USA",TRUE,"National Book Award Nominee","Adult",TRUE,1979,"978-0345514400" +177,"The Joy Luck Club","Amy Tan","Fiction","English",1989,"Putnam","Four Chinese American immigrant families in San Francisco start a club playing mahjong.",288,"family,china,mother-daughter",3.93,"USA",TRUE,"None","Adult",TRUE,1993,"978-0143038092" +178,"Interpreter of Maladies","Jhumpa Lahiri","Short Stories","English",1999,"Houghton Mifflin","Nine stories about the lives of Indians and Indian Americans caught between two cultures.",198,"india,culture,short stories",4.15,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0395927205" +179,"The White Tiger","Aravind Adiga","Fiction","English",2008,"Atlantic Books","A dark comedy about a village boy who becomes a successful entrepreneur in modern India.",276,"india,class,satire",3.76,"India",TRUE,"Booker Prize","Adult",TRUE,2021,"978-1416562603" +180,"Shantaram","Gregory David Roberts","Adventure","English",2003,"Scribe","An Australian bank robber escapes prison and flees to India.",936,"india,crime,travel",4.27,"Australia",TRUE,"None","Adult",TRUE,2022,"978-0312330538" +181,"The Shadow of the Wind","Carlos Ruiz Zafón","Mystery","English",2001,"Planeta","A boy in Barcelona finds a book that changes his life and drags him into a dark mystery.",487,"books,barcelona,history,gothic",4.28,"Spain",TRUE,"Barry Award","Adult",FALSE,,"978-0143126393" +182,"Love in the Time of Cholera","Gabriel García Márquez","Romance","English",1985,"Knopf","A story of unrequited love that spans fifty years, nine months, and four days.",348,"love,colombia,classic",3.92,"Colombia",TRUE,"Nobel Prize","Adult",TRUE,2007,"978-0307389732" +183,"The House of the Spirits","Isabel Allende","Magical Realism","English",1982,"Plaza & Janés","The story of the Trueba family, spanning four generations of Chilean history.",448,"chile,family,magic,politics",4.24,"Chile",TRUE,"None","Adult",TRUE,1993,"978-0743216210" +184,"Like Water for Chocolate","Laura Esquivel","Magical Realism","English",1989,"Doubleday","A young woman expresses her forbidden love through the food she cooks.",224,"food,mexico,romance,magic",3.95,"Mexico",TRUE,"None","Adult",TRUE,1992,"978-0385420174" +185,"Ficciones","Jorge Luis Borges","Short Stories","English",1944,"Sur","A collection of short stories exploring labyrinths, mirrors, and infinity.",174,"surreal,philosophy,classic",4.43,"Argentina",TRUE,"None","Adult",FALSE,,"978-0802130303" +186,"The Savage Detectives","Roberto Bolaño","Fiction","English",1998,"Anagrama","A search for a mysterious poet across decades and continents.",609,"mexico,literature,travel",4.18,"Chile",TRUE,"Rómulo Gallegos Prize","Adult",FALSE,,"978-0312429218" +187,"My Brilliant Friend","Elena Ferrante","Fiction","English",2011,"Europa Editions","The story of a lifelong friendship between two girls growing up in Naples.",331,"italy,friendship,coming-of-age",4.00,"Italy",TRUE,"None","Adult",TRUE,2018,"978-1609450786" +188,"The Unbearable Lightness of Being","Milan Kundera","Philosophy","English",1984,"Gallimard","A novel about two women, two men, a dog, and their lives in the Prague Spring period.",320,"philosophy,love,history,prague",4.11,"Czech Republic",TRUE,"None","Adult",TRUE,1988,"978-0060932138" +189,"Blindness","José Saramago","Dystopian","English",1995,"Caminho","A city is hit by an epidemic of 'white blindness' that spares no one.",326,"society,survival,horror",4.14,"Portugal",TRUE,"Nobel Prize","Adult",TRUE,2008,"978-0156007757" +190,"The Trial","Franz Kafka","Absurdist","English",1925,"Verlag Die Schmiede","Josef K. is arrested by a remote, inaccessible authority for a crime that is never revealed.",255,"law,surreal,bureaucracy",3.98,"Austria",TRUE,"None","Adult",TRUE,1962,"978-0805209990" +191,"Nausea","Jean-Paul Sartre","Philosophy","English",1938,"Gallimard","A historian becomes overwhelmed by the nausea of existence.",178,"existentialism,philosophy,france",3.92,"France",TRUE,"Nobel Prize","Adult",FALSE,,"978-0811216383" +192,"Waiting for Godot","Samuel Beckett","Play","English",1953,"Minuit","Two characters wait for someone named Godot who never arrives.",109,"absurdism,play,classic",3.83,"Ireland",TRUE,"Nobel Prize","Adult",TRUE,2001,"978-0802144423" +193,"Rosencrantz and Guildenstern Are Dead","Tom Stoppard","Play","English",1966,"Faber & Faber","Two minor characters from Hamlet stumble through a world they don't understand.",126,"play,humor,absurdism",4.16,"UK",TRUE,"Tony Award","Adult",TRUE,1990,"978-0802132758" +194,"The Metamorphosis","Franz Kafka","Absurdist","English",1915,"Kurt Wolff","Gregor Samsa wakes up one morning to find himself transformed into a giant insect.",201,"surreal,classic,alienation",3.82,"Austria",TRUE,"None","Adult",TRUE,1987,"978-0553213690" +195,"Breakfast of Champions","Kurt Vonnegut","Satire","English",1973,"Delacorte","A meeting between two lonely men: a sci-fi writer and a car dealer.",303,"humor,satire,drawings",4.08,"USA",TRUE,"None","Adult",TRUE,1999,"978-0385334204" +196,"Cat's Cradle","Kurt Vonnegut","Sci-Fi","English",1963,"Holt, Rinehart and Winston","A writer tracks down the children of a scientist who created a substance that can freeze the world.",306,"satire,science,religion,end of world",4.17,"USA",TRUE,"Hugo Nominee","Adult",FALSE,,"978-0385333481" +197,"Fear and Loathing in Las Vegas","Hunter S. Thompson","Gonzo Journalism","English",1971,"Random House","A journalist and his attorney embark on a drug-fueled trip to Las Vegas.",204,"drugs,journalism,humor",4.08,"USA",TRUE,"None","Adult",TRUE,1998,"978-0679785897" +198,"No Country for Old Men","Cormac McCarthy","Thriller","English",2005,"Knopf","A hunter stumbles upon a drug deal gone wrong and takes the money.",309,"crime,western,violence",4.15,"USA",TRUE,"None","Adult",TRUE,2007,"978-0307387134" +199,"Blood Meridian","Cormac McCarthy","Western","English",1985,"Random House","A teenager joins a gang of scalp hunters in the American West.",337,"violence,western,history",4.18,"USA",TRUE,"None","Adult",FALSE,,"978-0679728757" +200,"Pale Fire","Vladimir Nabokov","Metafiction","English",1962,"Putnam","A 999-line poem and its commentary by an insane neighbor.",315,"complex,poetry,satire",4.18,"USA",TRUE,"None","Adult",FALSE,,"978-0679723424" +201,"A Study in Scarlet","Arthur Conan Doyle","Detective","English",1887,"Ward Lock & Co","The first appearance of Sherlock Holmes and Dr. Watson as they investigate a murder in London.",123,"mystery,sherlock,classic",4.15,"UK",TRUE,"None","Adult",TRUE,1933,"978-0140439083" +202,"The Hound of the Baskervilles","Arthur Conan Doyle","Detective","English",1902,"George Newnes","Holmes and Watson investigate a legend of a supernatural hound haunting a family in Dartmoor.",256,"mystery,horror,classic",4.13,"UK",TRUE,"None","Adult",TRUE,1939,"978-0140437867" +203,"The Adventures of Sherlock Holmes","Arthur Conan Doyle","Detective","English",1892,"George Newnes","A collection of twelve short stories featuring Sherlock Holmes.",307,"mystery,short stories,classic",4.30,"UK",TRUE,"None","Adult",TRUE,1939,"978-0192123190" +204,"Do Androids Dream of Electric Sheep?","Philip K. Dick","Sci-Fi","English",1968,"Doubleday","Rick Deckard hunts rogue androids in a post-apocalyptic San Francisco.",244,"cyberpunk,philosophy,ai",4.08,"USA",TRUE,"Nebula Nominee","Adult",TRUE,1982,"978-0345404473" +205,"Ubik","Philip K. Dick","Sci-Fi","English",1969,"Doubleday","A story about psychic corporate espionage and shifting realities.",227,"surreal,philosophy,sci-fi",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0547572291" +206,"2001: A Space Odyssey","Arthur C. Clarke","Sci-Fi","English",1968,"New American Library","The discovery of a monolith on the moon leads to a space voyage to Jupiter.",297,"space,ai,evolution",4.16,"UK",TRUE,"None","Adult",TRUE,1968,"978-0451457998" +207,"Rendezvous with Rama","Arthur C. Clarke","Sci-Fi","English",1973,"Gollancz","Astronauts explore a cylindrical alien starship that enters the Solar System.",243,"space,aliens,mystery",4.10,"UK",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0553287899" +208,"The Left Hand of Darkness","Ursula K. Le Guin","Sci-Fi","English",1969,"Ace Books","A human envoy visits a planet where inhabitants can change their gender.",304,"gender,politics,winter",4.08,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0441478125" +209,"A Wizard of Earthsea","Ursula K. Le Guin","Fantasy","English",1968,"Parnassus Press","A young wizard named Ged accidentally releases a shadow creature that haunts him.",183,"magic,dragons,classic",4.01,"USA",TRUE,"Lewis Carroll Shelf Award","Young Adult",TRUE,2006,"978-0547773742" +210,"The Dispossessed","Ursula K. Le Guin","Sci-Fi","English",1974,"Harper & Row","A physicist tries to unite two disparate worlds: one anarchist, one capitalist.",387,"politics,anarchy,utopia",4.23,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0061054884" +211,"Kindred","Octavia E. Butler","Sci-Fi","English",1979,"Doubleday","A modern Black woman is pulled back in time to the antebellum South.",264,"time travel,slavery,history",4.26,"USA",TRUE,"Hugo Award","Adult",TRUE,2022,"978-0807083697" +212,"Parable of the Sower","Octavia E. Butler","Dystopian","English",1993,"Four Walls Eight Windows","In a collapsing America, a teenage girl starts a new religion called Earthseed.",345,"survival,religion,future",4.19,"USA",TRUE,"Nebula Nominee","Adult",FALSE,,"978-0446675505" +213,"The Man in the High Castle","Philip K. Dick","Alternate History","English",1962,"Putnam","A look at what the world might be like if the Axis powers had won World War II.",259,"history,war,japan,germany",3.63,"USA",TRUE,"Hugo Award","Adult",TRUE,2015,"978-0547572482" +214,"Starship Troopers","Robert A. Heinlein","Sci-Fi","English",1959,"Putnam","A young soldier fights in an interstellar war against an insectoid species.",263,"war,military,politics",4.00,"USA",TRUE,"Hugo Award","Adult",TRUE,1997,"978-0441014101" +215,"Stranger in a Strange Land","Robert A. Heinlein","Sci-Fi","English",1961,"Putnam","A human raised on Mars returns to Earth and challenges its culture.",528,"philosophy,religion,mars",3.91,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0441790340" +216,"I, Robot","Isaac Asimov","Sci-Fi","English",1950,"Gnome Press","A collection of short stories weaving together the history of robotics and the Three Laws.",253,"robots,ai,classic",4.20,"USA",TRUE,"None","Adult",TRUE,2004,"978-0553294385" +217,"The Caves of Steel","Isaac Asimov","Detective Sci-Fi","English",1954,"Doubleday","A detective and a robot partner investigate a murder in a futuristic New York.",206,"mystery,robots,sci-fi",4.17,"USA",TRUE,"None","Adult",FALSE,,"978-0553293401" +218,"Flowers for Algernon","Daniel Keyes","Sci-Fi","English",1966,"Harcourt","A mentally disabled man undergoes a surgery that increases his intelligence.",311,"psychology,sad,classic",4.15,"USA",TRUE,"Nebula Award","Adult",TRUE,1968,"978-0156030304" +219,"A Wrinkle in Time","Madeleine L'Engle","Sci-Fi","English",1962,"Farrar, Straus & Giroux","A young girl travels through space and time to save her father.",218,"time travel,family,kids",3.99,"USA",TRUE,"Newbery Medal","Children",TRUE,2018,"978-0312367541" +220,"Bridge to Terabithia","Katherine Paterson","Children's Fiction","English",1977,"Crowell","Two lonely children create a magical forest kingdom.",163,"friendship,tragedy,imagination",4.02,"USA",TRUE,"Newbery Medal","Children",TRUE,2007,"978-0064401845" +221,"Holes","Louis Sachar","Adventure","English",1998,"Farrar, Straus and Giroux","A boy is sent to a juvenile detention camp where they must dig holes every day.",233,"mystery,humor,kids",4.18,"USA",TRUE,"Newbery Medal","Children",TRUE,2003,"978-0440414803" +222,"The Phantom Tollbooth","Norton Juster","Fantasy","English",1961,"Random House","A bored boy drives a toy car into a kingdom of words and numbers.",256,"humor,puns,classic",4.23,"USA",TRUE,"None","Children",TRUE,1970,"978-0394820378" +223,"Charlie and the Chocolate Factory","Roald Dahl","Fantasy","English",1964,"Knopf","Charlie Bucket wins a golden ticket to tour the mysterious Wonka chocolate factory.",176,"candy,humor,classic",4.15,"UK",TRUE,"None","Children",TRUE,1971,"978-0142410318" +224,"James and the Giant Peach","Roald Dahl","Fantasy","English",1961,"Knopf","An orphan boy enters a giant peach and goes on an adventure with magical bugs.",146,"adventure,insects,magic",4.02,"UK",TRUE,"None","Children",TRUE,1996,"978-0140328711" +225,"The BFG","Roald Dahl","Fantasy","English",1982,"Jonathan Cape","A young orphan girl befriends a Big Friendly Giant.",199,"giants,magic,friendship",4.24,"UK",TRUE,"None","Children",TRUE,2016,"978-0142410387" +226,"The Count of Monte Cristo","Alexandre Dumas","Adventure","English",1844,"Pétition","A man is wrongfully imprisoned, escapes, acquires a fortune, and sets about getting revenge.",1276,"revenge,classic,france,history",4.27,"France",TRUE,"None","Adult",TRUE,2002,"978-0140449266" +227,"The Three Musketeers","Alexandre Dumas","Adventure","English",1844,"Baudry","D'Artagnan travels to Paris to join the Musketeers of the Guard.",700,"adventure,swords,friendship",4.07,"France",TRUE,"None","Adult",TRUE,1993,"978-0140440256" +228,"Madame Bovary","Gustave Flaubert","Realism","English",1856,"Revue de Paris","A doctor's wife engages in extramarital affairs to escape the banality of provincial life.",329,"adultery,classic,tragedy",3.68,"France",TRUE,"None","Adult",TRUE,2014,"978-0140449129" +229,"The Hunchback of Notre-Dame","Victor Hugo","Gothic","English",1831,"Gosselin","The tragic story of Quasimodo, the bell-ringer of Notre-Dame, and the gypsy Esmeralda.",510,"paris,classic,tragedy",4.00,"France",TRUE,"None","Adult",TRUE,1996,"978-0140443530" +230,"Journey to the Center of the Earth","Jules Verne","Sci-Fi","English",1864,"Pierre-Jules Hetzel","A professor and his nephew encounter prehistoric animals underground.",240,"adventure,science,classic",3.86,"France",TRUE,"None","Adult",TRUE,2008,"978-0140449693" +231,"Twenty Thousand Leagues Under the Sea","Jules Verne","Adventure","English",1870,"Pierre-Jules Hetzel","Captain Nemo travels the world's oceans in his submarine, the Nautilus.",266,"sea,submarine,classic",3.89,"France",TRUE,"None","Adult",TRUE,1954,"978-0140449068" +232,"Around the World in Eighty Days","Jules Verne","Adventure","English",1872,"Pierre-Jules Hetzel","Phileas Fogg attempts to circumnavigate the world in 80 days on a bet.",200,"travel,adventure,classic",3.93,"France",TRUE,"None","Adult",TRUE,2004,"978-0140449068" +233,"Notes from Underground","Fyodor Dostoevsky","Philosophy","English",1864,"Epoch","The rambling memoirs of a bitter, isolated, retired civil servant.",96,"philosophy,existentialism,russia",4.17,"Russia",TRUE,"None","Adult",FALSE,,"978-0679734529" +234,"The Brothers Karamazov","Fyodor Dostoevsky","Philosophy","English",1880,"The Russian Messenger","A passionate philosophical novel that enters deeply into the ethical debates of God and morality.",796,"religion,family,murder",4.32,"Russia",TRUE,"None","Adult",TRUE,1958,"978-0374528379" +235,"The Idiot","Fyodor Dostoevsky","Classic","English",1869,"The Russian Messenger","Prince Myshkin, a purely good man, gets caught up in the corruption of St. Petersburg society.",667,"russia,classic,tragedy",4.19,"Russia",TRUE,"None","Adult",TRUE,1958,"978-0375702242" +236,"Dead Souls","Nikolai Gogol","Satire","English",1842,"University Press","A mysterious man travels the Russian countryside buying the rights to dead serfs.",432,"russia,humor,classic",3.96,"Russia",TRUE,"None","Adult",TRUE,1984,"978-0140448078" +237,"The Master and Margarita","Mikhail Bulgakov","Satire","English",1967,"YMCA Press","The Devil visits Moscow in the 1930s, causing chaos.",384,"magic,russia,satire,cats",4.30,"Russia",TRUE,"None","Adult",TRUE,2024,"978-0679760801" +238,"We","Yevgeny Zamyatin","Dystopian","English",1924,"Dutton","A mathematician in a future One State finds his logic challenged by love and revolution.",226,"dystopia,russia,scifi",3.94,"Russia",TRUE,"Prometheus Hall of Fame","Adult",FALSE,,"978-0140185850" +239,"Solaris","Stanisław Lem","Sci-Fi","English",1961,"MON","Scientists on a space station orbiting an oceanic planet confront their own repressed memories.",204,"space,psychology,philosophy",3.99,"Poland",TRUE,"None","Adult",TRUE,2002,"978-0156027601" +240,"The Witcher: The Last Wish","Andrzej Sapkowski","Fantasy","English",1993,"SuperNOWA","Geralt of Rivia, a monster hunter, navigates a world of magic and ambiguous morality.",288,"magic,monsters,short stories",4.14,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316029186" +241,"Blood of Elves","Andrzej Sapkowski","Fantasy","English",1994,"SuperNOWA","The first novel in the Witcher saga, focusing on Ciri's training.",320,"magic,war,destiny",4.09,"Poland",TRUE,"David Gemmell Legend Award","Adult",TRUE,2019,"978-0316029193" +242,"Metro 2033","Dmitry Glukhovsky","Sci-Fi","English",2005,"Eksmo","Survivors of a nuclear war live in the Moscow Metro tunnels.",458,"post-apocalyptic,horror,russia",3.95,"Russia",TRUE,"None","Adult",FALSE,,"978-0575086258" +243,"Roadside Picnic","Arkady Strugatsky","Sci-Fi","English",1972,"Molodaya Gvardiya","Stalkers enter a dangerous alien zone to retrieve mysterious artifacts.",145,"aliens,zone,classic",4.24,"Russia",TRUE,"John W. Campbell Award","Adult",TRUE,1979,"978-0613898031" +244,"Heart of Darkness","Joseph Conrad","Novella","English",1899,"Blackwood's","A voyage up the Congo River reveals the darkness of European colonialism.",77,"colonialism,africa,psychology",3.43,"UK",TRUE,"None","Adult",TRUE,1993,"978-0140281639" +245,"Lord Jim","Joseph Conrad","Adventure","English",1900,"Blackwood's","A young seaman acts cowardly during a disaster and spends his life trying to redeem himself.",350,"sea,honor,classic",3.70,"UK",TRUE,"None","Adult",TRUE,1965,"978-0140180923" +246,"The Secret Agent","Joseph Conrad","Spy Fiction","English",1907,"Methuen","A spy for a foreign embassy in London is tasked with blowing up the Greenwich Observatory.",249,"terrorism,london,classic",3.60,"UK",TRUE,"None","Adult",TRUE,1996,"978-0140180961" +247,"Gulliver's Travels","Jonathan Swift","Satire","English",1726,"Benjamin Motte","Lemuel Gulliver voyages to strange lands inhabited by tiny people, giants, and talking horses.",306,"travel,satire,classic",3.57,"Ireland",TRUE,"None","Adult",TRUE,2010,"978-0141439495" +248,"Robinson Crusoe","Daniel Defoe","Adventure","English",1719,"William Taylor","A castaway spends 28 years on a remote tropical desert island.",320,"survival,island,classic",3.67,"UK",TRUE,"None","Adult",TRUE,1997,"978-0141439822" +249,"Moll Flanders","Daniel Defoe","Picaresque","English",1722,"W. Chetwood","The life and crimes of a woman who survives by her wits in 17th century England.",336,"crime,history,classic",3.55,"UK",TRUE,"None","Adult",TRUE,1996,"978-0140433135" +250,"The Screwtape Letters","C.S. Lewis","Satire","English",1942,"Geoffrey Bles","A senior demon writes letters to his nephew instructing him on how to tempt a human soul.",175,"religion,humor,philosophy",4.23,"UK",TRUE,"None","Adult",FALSE,,"978-0060652937" +251,"The Time Machine","H.G. Wells","Sci-Fi","English",1895,"Heinemann","A Victorian scientist builds a machine to travel to the year 802,701 A.D.",118,"time travel,classic,future",3.88,"UK",TRUE,"None","Adult",TRUE,1960,"978-0451528551" +252,"The War of the Worlds","H.G. Wells","Sci-Fi","English",1898,"Heinemann","Martians invade England with towering tripods and heat rays.",192,"aliens,invasion,classic",3.83,"UK",TRUE,"None","Adult",TRUE,1953,"978-0141441030" +253,"The Invisible Man","H.G. Wells","Sci-Fi","English",1897,"C. Arthur Pearson","A scientist discovers a way to become invisible but loses his sanity in the process.",192,"science,madness,classic",3.65,"UK",TRUE,"None","Adult",TRUE,1933,"978-0451528537" +254,"The Call of the Wild","Jack London","Adventure","English",1903,"Macmillan","A domesticated dog is stolen and sold into the brutal life of an Alaskan sled dog.",232,"animals,nature,classic",4.00,"USA",TRUE,"None","Young Adult",TRUE,2020,"978-0140274778" +255,"White Fang","Jack London","Adventure","English",1906,"Macmillan","A wild wolf-dog journeys from the wild to domestication in the Yukon Territory.",298,"animals,nature,classic",4.00,"USA",TRUE,"None","Young Adult",TRUE,1991,"978-0140274761" +256,"The Adventures of Tom Sawyer","Mark Twain","Adventure","English",1876,"American Publishing","A mischievous boy grows up along the Mississippi River.",244,"classic,childhood,humor",3.92,"USA",TRUE,"None","Children",TRUE,1938,"978-0143039617" +257,"Adventures of Huckleberry Finn","Mark Twain","Adventure","English",1884,"Chatto & Windus","A boy and a runaway slave travel down the Mississippi River on a raft.",366,"classic,race,satire",3.83,"USA",TRUE,"None","Young Adult",TRUE,1993,"978-0142437179" +258,"Carrie","Stephen King","Horror","English",1974,"Doubleday","A bullied teenage girl discovers she has telekinetic powers.",199,"horror,school,powers",3.98,"USA",TRUE,"None","Adult",TRUE,1976,"978-0307743664" +259,"Pet Sematary","Stephen King","Horror","English",1983,"Doubleday","A family discovers a mysterious burial ground that brings the dead back to life.",395,"horror,death,grief",4.03,"USA",TRUE,"Locus Nominee","Adult",TRUE,1989,"978-1501156700" +260,"Salem's Lot","Stephen King","Horror","English",1975,"Doubleday","A writer returns to his hometown only to find it being taken over by vampires.",483,"vampires,horror,small town",4.03,"USA",TRUE,"World Fantasy Nominee","Adult",TRUE,1979,"978-0307743671" +261,"The Call of Cthulhu","H.P. Lovecraft","Horror","English",1928,"Weird Tales","Investigations into a cosmic entity known as Cthulhu.",43,"horror,cosmic,mythos",4.20,"USA",TRUE,"None","Adult",TRUE,2005,"978-0141187068" +262,"Stardust","Neil Gaiman","Fantasy","English",1999,"Spike","A young man enters the land of Faerie to retrieve a fallen star for his beloved.",248,"magic,romance,fairytale",4.09,"UK",TRUE,"Mythopoeic Award","Young Adult",TRUE,2007,"978-0062564344" +263,"The Graveyard Book","Neil Gaiman","Fantasy","English",2008,"HarperCollins","A boy is raised by ghosts and werewolves in a graveyard after his family is murdered.",312,"ghosts,growing up,magic",4.12,"UK",TRUE,"Newbery Medal,Hugo","Children",FALSE,,"978-0060530945" +264,"Death on the Nile","Agatha Christie","Mystery","English",1937,"Collins Crime Club","Hercule Poirot investigates a murder on a luxury cruise on the Nile River.",288,"crime,egypt,classic",4.11,"UK",TRUE,"None","Adult",TRUE,1978,"978-0062073556" +265,"The Murder of Roger Ackroyd","Agatha Christie","Mystery","English",1926,"Collins Crime Club","A wealthy man is murdered, and the retired Poirot is called to investigate.",288,"crime,twist,classic",4.25,"UK",TRUE,"None","Adult",TRUE,2000,"978-0062073563" +266,"The Silkworm","Robert Galbraith","Mystery","English",2014,"Sphere","Private investigator Cormoran Strike investigates the murder of a novelist.",455,"crime,london,publishing",4.05,"UK",TRUE,"None","Adult",TRUE,2017,"978-0316206891" +267,"The Cuckoo's Calling","Robert Galbraith","Mystery","English",2013,"Sphere","A war veteran turned private eye investigates the suicide of a supermodel.",455,"crime,model,london",3.87,"UK",TRUE,"Los Angeles Times Book Prize","Adult",TRUE,2017,"978-0316206846" +268,"The Sign of Four","Arthur Conan Doyle","Detective","English",1890,"Spencer Blackett","Sherlock Holmes investigates a missing treasure and a mysterious pact.",129,"mystery,treasure,classic",3.92,"UK",TRUE,"None","Adult",TRUE,1983,"978-0140439076" +269,"Interview with the Vampire","Anne Rice","Horror","English",1976,"Knopf","A vampire tells the story of his life to a reporter.",342,"vampires,gothic,history",4.00,"USA",TRUE,"None","Adult",TRUE,1994,"978-0345337665" +270,"The Queen's Gambit","Walter Tevis","Fiction","English",1983,"Random House","An orphaned chess prodigy battles addiction and sexism to become the best in the world.",243,"chess,addiction,genius",4.20,"USA",TRUE,"None","Adult",TRUE,2020,"978-1400030606" +271,"The Princess Bride","William Goldman","Fantasy","English",1973,"Harcourt","A fairy tale adventure about a beautiful woman and her one true love.",456,"romance,humor,adventure",4.26,"USA",TRUE,"None","Young Adult",TRUE,1987,"978-0156029841" +272,"The Last Unicorn","Peter S. Beagle","Fantasy","English",1968,"Viking Press","A unicorn believes she is the last of her kind and sets out to find others.",294,"magic,classic,animals",4.17,"USA",TRUE,"Mythopoeic Award","Young Adult",TRUE,1982,"978-0451450524" +273,"Howl's Moving Castle","Diana Wynne Jones","Fantasy","English",1986,"Greenwillow","A young woman cursed with an old body seeks the help of a wizard in his moving castle.",329,"magic,romance,studio ghibli",4.29,"UK",TRUE,"Phoenix Award","Young Adult",TRUE,2004,"978-0061478789" +274,"The Neverending Story","Michael Ende","Fantasy","German",1979,"Thienemann","A boy reads a magical book and becomes part of the story to save the land of Fantastica.",396,"magic,books,classic",4.18,"Germany",TRUE,"None","Children",TRUE,1984,"978-0525457589" +275,"Inkheart","Cornelia Funke","Fantasy","German",2003,"Dressler","A girl's father has the power to bring book characters to life by reading aloud.",563,"books,magic,adventure",3.89,"Germany",TRUE,"None","Children",TRUE,2008,"978-0439709101" +276,"Artemis Fowl","Eoin Colfer","Fantasy","English",2001,"Viking","A 12-year-old criminal mastermind kidnaps a fairy for ransom.",280,"crime,magic,fairies",3.85,"Ireland",TRUE,"Young Reader's Choice","Children",TRUE,2020,"978-1368036986" +277,"The Lightning Thief","Rick Riordan","Fantasy","English",2005,"Hyperion","Percy Jackson discovers he is a demigod son of Poseidon.",377,"mythology,gods,adventure",4.26,"USA",TRUE,"Red House Children's Book Award","Children",TRUE,2010,"978-0786838653" +278,"The Golden Compass","Philip Pullman","Fantasy","English",1995,"Scholastic","Lyra Belacqua travels to the Arctic to save her friend and discovers a cosmic conspiracy.",399,"magic,daemons,parallel worlds",3.99,"UK",TRUE,"Carnegie Medal","Young Adult",TRUE,2007,"978-0440418320" +279,"The Subtle Knife","Philip Pullman","Fantasy","English",1997,"Scholastic","Lyra and Will travel through parallel worlds and find a knife that can cut windows between them.",326,"magic,adventure,worlds",4.14,"UK",TRUE,"None","Young Adult",TRUE,2019,"978-0375846724" +280,"The Amber Spyglass","Philip Pullman","Fantasy","English",2000,"Scholastic","The final battle against the Authority determines the fate of all worlds.",518,"epic,philosophy,war",4.09,"UK",TRUE,"Whitbread Book of the Year","Young Adult",TRUE,2019,"978-0375846731" +281,"Eragon","Christopher Paolini","Fantasy","English",2002,"Paolini International","A farm boy finds a dragon egg and becomes a Dragon Rider.",503,"dragons,magic,adventure",3.91,"USA",TRUE,"None","Young Adult",TRUE,2006,"978-0375826696" +282,"City of Bones","Cassandra Clare","Fantasy","English",2007,"Margaret K. McElderry","Clary Fray discovers she is a Shadowhunter, a warrior who kills demons.",485,"demons,romance,urban fantasy",4.09,"USA",TRUE,"None","Young Adult",TRUE,2013,"978-1416914280" +283,"Throne of Glass","Sarah J. Maas","Fantasy","English",2012,"Bloomsbury","An assassin is offered her freedom if she competes to become the King's Champion.",404,"assassin,magic,romance",4.19,"USA",TRUE,"None","Young Adult",FALSE,,"978-1619630344" +284,"A Court of Thorns and Roses","Sarah J. Maas","Fantasy","English",2015,"Bloomsbury","A huntress kills a wolf and is dragged to a magical land by a faerie lord.",419,"romance,fae,retelling",4.18,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1619634442" +285,"Red, White & Royal Blue","Casey McQuiston","Romance","English",2019,"St. Martin's Griffin","The First Son of the US and the Prince of Wales fall in love.",421,"lgbt,romance,politics",4.13,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2023,"978-1250316776" +286,"The Hating Game","Sally Thorne","Romance","English",2016,"William Morrow","Two office rivals engage in a battle of wills that turns into romance.",387,"romance,enemies to lovers,humor",3.60,"Australia",TRUE,"Goodreads Choice Nominee","Adult",TRUE,2021,"978-0062439604" +287,"Beach Read","Emily Henry","Romance","English",2020,"Berkley","Two writers with writer's block challenge each other to write in the other's genre.",361,"romance,books,summer",4.05,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1984806734" +288,"Book Lovers","Emily Henry","Romance","English",2022,"Berkley","A cutthroat literary agent finds herself in a small town rom-com trope.",377,"romance,books,sisters",4.32,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593440872" +289,"The Love Hypothesis","Ali Hazelwood","Romance","English",2021,"Berkley","A biology Ph.D. candidate fakes a relationship with a grumpy professor.",384,"romance,science,fake dating",4.14,"Italy",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0593135204" +290,"Me Before You","Jojo Moyes","Romance","English",2012,"Pamela Dorman","A quirky young woman becomes a caregiver for a wealthy paralyzed man.",369,"romance,tragedy,life",4.26,"UK",TRUE,"None","Adult",TRUE,2016,"978-0143124542" +291,"Bridget Jones's Diary","Helen Fielding","Romance","English",1996,"Picador","A year in the life of a thirty-something single woman in London.",288,"humor,london,romance",3.76,"UK",TRUE,"British Book Award","Adult",TRUE,2001,"978-0140280090" +292,"The Devil Wears Prada","Lauren Weisberger","Fiction","English",2003,"Doubleday","A young woman lands a job as an assistant to a powerful fashion magazine editor.",360,"fashion,new york,humor",3.75,"USA",TRUE,"None","Adult",TRUE,2006,"978-0767914765" +293,"Confessions of a Shopaholic","Sophie Kinsella","Romance","English",2000,"Black Swan","A financial journalist with a shopping addiction tries to manage her debt and love life.",320,"humor,romance,shopping",3.64,"UK",TRUE,"None","Adult",TRUE,2009,"978-0385335485" +294,"High Fidelity","Nick Hornby","Fiction","English",1995,"Victor Gollancz","A record store owner recounts his top five breakups.",240,"music,romance,humor",3.93,"UK",TRUE,"None","Adult",TRUE,2000,"978-1573225519" +295,"About a Boy","Nick Hornby","Fiction","English",1998,"Victor Gollancz","A wealthy, immature man befriends a young boy to meet single mothers.",278,"humor,growing up,london",3.80,"UK",TRUE,"None","Adult",TRUE,2002,"978-1573227339" +296,"Crazy Rich Asians","Kevin Kwan","Satire","English",2013,"Doubleday","A New Yorker discovers her boyfriend belongs to one of the richest families in Singapore.",403,"wealth,asia,romance",3.83,"Singapore",TRUE,"None","Adult",TRUE,2018,"978-0385536974" +297,"Requiem for a Dream","Hubert Selby Jr.","Fiction","English",1978,"Playboy Press","Three friends dive into the world of drug addiction with devastating consequences.",279,"drugs,tragedy,addiction",4.12,"USA",TRUE,"None","Adult",TRUE,2000,"978-1560252481" +298,"Choke","Chuck Palahniuk","Satire","English",2001,"Doubleday","A sex addict chokes in restaurants to pay for his mother's hospital bills.",293,"satire,dark,humor",3.68,"USA",TRUE,"None","Adult",TRUE,2008,"978-0385501569" +299,"Trainspotting","Irvine Welsh","Fiction","English",1993,"Secker & Warburg","A group of heroin addicts navigate life in Edinburgh.",344,"drugs,scotland,dark",4.09,"UK",TRUE,"None","Adult",TRUE,1996,"978-0393314809" +300,"A Scanner Darkly","Philip K. Dick","Sci-Fi","English",1977,"Doubleday","An undercover narcotics agent in a futuristic society becomes addicted to the drug he is tracking.",219,"drugs,dystopia,paranoia",4.03,"USA",TRUE,"BSFA Award","Adult",TRUE,2006,"978-0547572178" +301,"In Cold Blood","Truman Capote","True Crime","English",1966,"Random House","A non-fiction novel detailing the brutal 1959 murder of the Clutter family in Kansas.",343,"crime,history,journalism",4.08,"USA",TRUE,"Edgar Award","Adult",TRUE,1967,"978-0679745587" +302,"The Silent Patient","Alex Michaelides","Thriller","English",2019,"Celadon Books","A famous painter shoots her husband five times in the face and then never speaks another word.",336,"mystery,twist,psychology",4.17,"UK",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1250301697" +303,Digital Fortress,Dan Brown,Thriller,English,1998,St. Martin's Press,"A race to prevent a powerful decryption code from falling into the wrong hands.",384,"tech thriller,espionage",3.6,"US",FALSE,,Adult,TRUE,1999,978-0312263126 +304,"Shutter Island","Dennis Lehane","Thriller","English",2003,"HarperCollins","Two US Marshals investigate the disappearance of a patient from a hospital for the criminally insane.",369,"mystery,horror,twist",4.10,"USA",TRUE,"None","Adult",TRUE,2010,"978-0062068415" +305,"Where the Wild Things Are","Maurice Sendak","Children's Fiction","English",1963,"Harper & Row","Max, a lonely and rebellious boy, sails to an island inhabited by creatures known as the Wild Things.",48,"classic,imagination,kids",4.23,"USA",TRUE,"Caldecott Medal","Children",TRUE,2009,"978-0060254926" +306,"The Cat in the Hat","Dr. Seuss","Children's Fiction","English",1957,"Random House","A tall anthropomorphic cat visits two children on a rainy day and creates chaos.",61,"rhyme,humor,kids",4.18,"USA",TRUE,"None","Children",TRUE,2003,"978-0394800011" +307,"Green Eggs and Ham","Dr. Seuss","Children's Fiction","English",1960,"Random House","Sam-I-Am tries to convince a character to try a dish of green eggs and ham.",62,"rhyme,food,kids",4.30,"USA",TRUE,"None","Children",TRUE,,"978-0394800165" +308,"Goodnight Moon","Margaret Wise Brown","Children's Fiction","English",1947,"Harper & Brothers","A young bunny says goodnight to all the objects in his room.",30,"bedtime,kids,classic",4.28,"USA",TRUE,"None","Children",FALSE,,"978-0060775858" +309,"The Very Hungry Caterpillar","Eric Carle","Children's Fiction","English",1969,"World Publishing","A caterpillar eats his way through various foods before pupating and becoming a butterfly.",22,"nature,kids,colors",4.31,"USA",TRUE,"None","Children",FALSE,,"978-0399226908" +310,"Infinite Jest","David Foster Wallace","Satire","English",1996,"Little, Brown","A complex, futuristic encyclopedia about a tennis academy and a halfway house.",1079,"complex,tennis,addiction",4.29,"USA",TRUE,"None","Adult",FALSE,,"978-0316066525" +311,"Gravity's Rainbow","Thomas Pynchon","Historiographic Metafiction","English",1973,"Viking Press","A complex novel set in Europe at the end of World War II, centering on V-2 rockets.",776,"war,complex,postmodern",4.00,"USA",TRUE,"National Book Award","Adult",FALSE,,"978-0143039471" +312,"A Thousand Splendid Suns","Khaled Hosseini","Historical Fiction","English",2007,"Riverhead Books","Two generations of characters are brought together by the tragic sweep of war in Afghanistan.",384,"war,afghanistan,women",4.42,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1594483851" +313,"The Secret Life of Bees","Sue Monk Kidd","Historical Fiction","English",2001,"Viking","A girl runs away from her abusive father to find the truth about her mother in South Carolina.",336,"south,family,race",4.07,"USA",TRUE,"Book Sense Book of the Year","Young Adult",TRUE,2008,"978-0142001745" +314,"Night","Elie Wiesel","Memoir","English",1960,"Hill & Wang","A candid, horrific, and deeply poignant autobiographical account of survival in the Nazi death camps.",115,"holocaust,history,memoir",4.36,"Romania",TRUE,"Nobel Prize","Adult",FALSE,,"978-0374500016" +315,"Angela's Ashes","Frank McCourt","Memoir","English",1996,"Scribner","A memoir of a childhood of poverty in Brooklyn and Limerick, Ireland.",368,"ireland,poverty,memoir",4.13,"Ireland",TRUE,"Pulitzer Prize","Adult",TRUE,1999,"978-0684842677" +316,"Tuesdays with Morrie","Mitch Albom","Memoir","English",1997,"Doubleday","A sportswriter reconnects with his dying college professor for one final lesson on life.",192,"philosophy,death,inspiration",4.13,"USA",TRUE,"None","Adult",TRUE,1999,"978-0385484510" +317,"The Art of War","Sun Tzu","Philosophy","English",-500,"Unknown","An ancient Chinese military treatise attributed to Sun Tzu.",273,"strategy,war,philosophy",3.98,"China",TRUE,"None","Adult",FALSE,,"978-1590302255" +318,"Meditations","Marcus Aurelius","Philosophy","English",180,"Unknown","A series of personal writings by the Roman Emperor recording his private notes to himself.",254,"stoicism,philosophy,rome",4.26,"Italy",TRUE,"None","Adult",FALSE,,"978-0812968255" +319,"Tao Te Ching","Lao Tzu","Philosophy","English",-400,"Unknown","The fundamental text for both philosophical and religious Taoism.",160,"taoism,china,spirituality",4.32,"China",TRUE,"None","Adult",FALSE,,"978-0140441314" +320,"The Prince","Niccolò Machiavelli","Philosophy","English",1532,"Antonio Blado","A political treatise describing how to acquire and maintain political power.",140,"politics,power,history",3.83,"Italy",TRUE,"None","Adult",FALSE,,"978-0553212785" +321,"Thus Spoke Zarathustra","Friedrich Nietzsche","Philosophy","English",1883,"Chemnitz","A philosophical novel about the death of God and the Ubermensch.",352,"philosophy,germany,existentialism",4.08,"Germany",TRUE,"None","Adult",FALSE,,"978-0140441185" +322,"Rich Dad Poor Dad","Robert T. Kiyosaki","Finance","English",1997,"Plata Publishing","A book about the importance of financial literacy and investing.",336,"money,business,self-help",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-1612680194" +323,"The 7 Habits of Highly Effective People","Stephen R. Covey","Self-Help","English",1989,"Free Press","A business and self-help book that presents an approach to being effective in attaining goals.",381,"business,psychology,growth",4.15,"USA",TRUE,"None","Adult",FALSE,,"978-0743269513" +324,"How to Win Friends and Influence People","Dale Carnegie","Self-Help","English",1936,"Simon & Schuster","Advice on how to create success in business and personal lives.",288,"business,psychology,social",4.22,"USA",TRUE,"None","Adult",FALSE,,"978-0671027032" +325,"Good to Great","Jim Collins","Business","English",2001,"HarperBusiness","A study of why some companies make the leap to superior performance and others don't.",300,"business,management,leadership",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-0066620992" +326,"Freakonomics","Steven D. Levitt","Economics","English",2005,"William Morrow","A rogue economist explores the hidden side of everything.",320,"economics,sociology,science",3.99,"USA",TRUE,"None","Adult",TRUE,2010,"978-0060731328" +327,"A Brief History of Time","Stephen Hawking","Science","English",1988,"Bantam","An overview of the history of the universe, from the Big Bang to black holes.",212,"physics,space,science",4.20,"UK",TRUE,"None","Adult",TRUE,1991,"978-0553380163" +328,"Cosmos","Carl Sagan","Science","English",1980,"Random House","A book that explores the mutual development of science and civilization.",365,"space,science,astronomy",4.39,"USA",TRUE,"Hugo Award","Adult",TRUE,1980,"978-0345331359" +329,"The Selfish Gene","Richard Dawkins","Science","English",1976,"Oxford University Press","The gene-centered view of evolution and the coinage of the term meme.",360,"biology,evolution,science",4.16,"UK",TRUE,"None","Adult",FALSE,,"978-0199291151" +330,"Guns, Germs, and Steel","Jared Diamond","History","English",1997,"W. W. Norton","A trans-disciplinary non-fiction book about the history of human societies.",480,"anthropology,history,science",4.04,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2005,"978-0393317552" +331,"Team of Rivals","Doris Kearns Goodwin","Biography","English",2005,"Simon & Schuster","A biography of Abraham Lincoln and his cabinet during the Civil War.",944,"history,politics,biography",4.28,"USA",TRUE,"Lincoln Prize","Adult",TRUE,2012,"978-0684824901" +332,"Alexander Hamilton","Ron Chernow","Biography","English",2004,"Penguin","A biography of the founding father that inspired the musical.",818,"history,biography,politics",4.25,"USA",TRUE,"George Washington Book Prize","Adult",TRUE,2020,"978-0143034759" +333,"Unbroken","Laura Hillenbrand","Biography","English",2010,"Random House","The true story of an Olympian turned WWII POW survivor.",473,"war,history,survival",4.38,"USA",TRUE,"None","Adult",TRUE,2014,"978-1400064168" +334,"Wild Swans: Three Daughters of China","Jung Chang","Biography","English",1991,"Simon & Schuster","A family history that spans a century of turbulent change in China.",524,"china,history,women",4.27,"China",TRUE,"NCR Book Award","Adult",FALSE,,"978-0743246989" +335,"Chronicle of a Death Foretold","Gabriel García Márquez","Novella","English",1981,"Knopf","A non-linear story of a murder in a small Colombian town.",120,"mystery,magical realism,crime",3.98,"Colombia",TRUE,"None","Adult",TRUE,1987,"978-1400034710" +336,"Perfume: The Story of a Murderer","Patrick Süskind","Historical Horror","English",1985,"Diogenes","An olfactory genius in 18th-century France turns to murder to create the perfect scent.",263,"horror,france,scent",4.04,"Germany",TRUE,"World Fantasy Award","Adult",TRUE,2006,"978-0375725845" +337,"The Name of the Rose","Umberto Eco","Mystery","English",1980,"Bompiani","A friar investigates a series of mysterious deaths in a medieval abbey.",536,"history,mystery,philosophy",4.13,"Italy",TRUE,"Strega Prize","Adult",TRUE,1986,"978-0156001311" +338,"Foucault's Pendulum","Umberto Eco","Mystery","English",1988,"Bompiani","Three editors invent a conspiracy theory that turns out to be real.",641,"conspiracy,history,complex",3.92,"Italy",TRUE,"None","Adult",FALSE,,"978-0156032971" +339,"Half of a Yellow Sun","Chimamanda Ngozi Adichie","Historical Fiction","English",2006,"Knopf","The lives of four people during the struggle for Biafran independence in Nigeria.",433,"africa,war,love",4.33,"Nigeria",TRUE,"Women's Prize for Fiction","Adult",TRUE,2013,"978-1400095209" +340,"Purple Hibiscus","Chimamanda Ngozi Adichie","Fiction","English",2003,"Algonquin Books","A young girl grows up in a wealthy but abusive household in post-colonial Nigeria.",307,"africa,family,coming-of-age",4.21,"Nigeria",TRUE,"Commonwealth Writers Prize","Adult",FALSE,,"978-1616202415" +341,"Middlesex","Jeffrey Eugenides","Historical Fiction","English",2002,"Farrar, Straus & Giroux","The story of a hermaphrodite growing up in Detroit.",529,"gender,family,epic",4.02,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0312427733" +342,"The Virgin Suicides","Jeffrey Eugenides","Fiction","English",1993,"Farrar, Straus & Giroux","Five sisters commit suicide in a Detroit suburb in the 1970s.",250,"tragedy,mystery,sisters",3.85,"USA",TRUE,"None","Adult",TRUE,1999,"978-0446670258" +343,"A Prayer for Owen Meany","John Irving","Fiction","English",1989,"William Morrow","A story about faith and friendship centered on a small boy with a strange voice.",637,"friendship,faith,classic",4.24,"USA",TRUE,"None","Adult",TRUE,1998,"978-0345361790" +344,"The World According to Garp","John Irving","Fiction","English",1978,"Dutton","The life and times of T.S. Garp, the bastard son of a feminist icon.",609,"feminism,satire,writing",4.10,"USA",TRUE,"National Book Award","Adult",TRUE,1982,"978-0345366764" +345,"Bel Canto","Ann Patchett","Fiction","English",2001,"HarperCollins","Terrorists take hostages at an opera singer's performance in South America.",318,"music,terrorism,romance",3.93,"USA",TRUE,"Orange Prize","Adult",TRUE,2018,"978-0060188733" +346,"Little Fires Everywhere","Celeste Ng","Mystery","English",2017,"Penguin","Two families in Shaker Heights are upended by secrets and a custody battle.",338,"family,secrets,motherhood",4.09,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2020,"978-0735224292" +347,"Doctor Zhivago","Boris Pasternak","Historical Fiction","English",1957,"Feltrinelli","A physician and poet is caught between the Russian Revolution and the Civil War.",592,"russia,war,love,classic",3.99,"Russia",TRUE,"Nobel Prize","Adult",TRUE,1965,"978-0307390950" +348,"Atlas Shrugged","Ayn Rand","Philosophy","English",1957,"Random House","Dystopian United States where private businesses suffer under increasingly burdensome laws.",1168,"philosophy,politics,controversial",3.69,"USA",TRUE,"None","Adult",TRUE,2011,"978-0451191144" +349,"The Fountainhead","Ayn Rand","Philosophy","English",1943,"Bobbs-Merrill","An individualistic young architect chooses to struggle in obscurity rather than compromise.",704,"architecture,philosophy,individualism",3.88,"USA",TRUE,"None","Adult",TRUE,1949,"978-0451191151" +350,"The Lost World","Michael Crichton","Sci-Fi","English",1995,"Knopf","A second island of dinosaurs is revealed, and an expedition tries to study them.",393,"dinosaurs,adventure,sequel",3.80,"USA",TRUE,"None","Adult",TRUE,1997,"978-0345538994" +351,"The Stand","Stephen King","Horror","English",1978,"Doubleday","A superflus pandemic kills 99% of the world's population, leading to a battle between good and evil.",1152,"post-apocalyptic,good vs evil,epic",4.34,"USA",TRUE,"None","Adult",TRUE,1994,"978-0307743688" +352,"Dr. Jekyll and Mr. Hyde","Robert Louis Stevenson","Gothic","English",1886,"Longmans, Green & Co.","A lawyer investigates the strange relationship between his old friend, Dr. Jekyll, and the misanthropic Mr. Hyde.",88,"horror,classic,duality",3.82,"UK",TRUE,"None","Adult",TRUE,1931,"978-0141439730" +353,"Treasure Island","Robert Louis Stevenson","Adventure","English",1883,"Cassell & Co.","Jim Hawkins sets sail on the Hispaniola to find the buried treasure of Captain Flint.",230,"pirates,classic,treasure",3.83,"UK",TRUE,"None","Children",TRUE,1950,"978-0141321004" +354,"Peter Pan","J.M. Barrie","Fantasy","English",1911,"Hodder & Stoughton","The boy who wouldn't grow up whisks the Darling children away to Neverland.",207,"magic,classic,fairies",4.07,"UK",TRUE,"None","Children",TRUE,1953,"978-0141329819" +355,"The Wind in the Willows","Kenneth Grahame","Children's Fiction","English",1908,"Methuen","The adventures of Mole, Rat, Toad, and Badger in the English countryside.",208,"animals,friendship,classic",3.98,"UK",TRUE,"None","Children",TRUE,1996,"978-0143039099" +356,"Winnie-the-Pooh","A.A. Milne","Children's Fiction","English",1926,"Methuen","The adventures of a teddy bear and his friends in the Hundred Acre Wood.",145,"animals,friendship,classic",4.34,"UK",TRUE,"None","Children",TRUE,1977,"978-0525444433" +357,"Mary Poppins","P.L. Travers","Fantasy","English",1934,"Gerald Howe","A magical nanny arrives on the East Wind to care for the Banks children.",209,"magic,nanny,classic",3.99,"UK",TRUE,"None","Children",TRUE,1964,"978-0152058104" +358,"Pippi Longstocking","Astrid Lindgren","Children's Fiction","Swedish",1945,"Rabén & Sjögren","A superhuman girl lives alone in a chaotic house with her monkey and horse.",160,"humor,sweden,classic",4.14,"Sweden",TRUE,"None","Children",TRUE,1988,"978-0142402498" +359,"Anne of Green Gables","L.M. Montgomery","Children's Fiction","English",1908,"L.C. Page & Co.","An imaginative red-headed orphan is mistakenly sent to live with elderly siblings on a farm.",320,"classic,canada,growing up",4.26,"Canada",TRUE,"None","Children",TRUE,1985,"978-0141321592" +360,"Heidi","Johanna Spyri","Children's Fiction","German",1880,"Perthes","A young orphan girl lives with her grandfather in the Swiss Alps.",352,"alps,classic,nature",3.99,"Switzerland",TRUE,"None","Children",TRUE,1937,"978-0141322568" +361,"Black Beauty","Anna Sewell","Children's Fiction","English",1877,"Jarrold & Sons","The autobiography of a horse, detailing his life of labor and mistreatment.",255,"animals,classic,kindness",3.97,"UK",TRUE,"None","Children",TRUE,1994,"978-0141321035" +362,"The Jungle Book","Rudyard Kipling","Adventure","English",1894,"Macmillan","A collection of stories about Mowgli, a boy raised by wolves in the Indian jungle.",277,"animals,india,classic",3.94,"India",TRUE,"None","Children",TRUE,1967,"978-1593081157" +363,"Kim","Rudyard Kipling","Spy Fiction","English",1901,"Macmillan","An orphan boy in British India becomes a spy for the Great Game.",338,"india,espionage,classic",3.75,"India",TRUE,"None","Adult",TRUE,1950,"978-0141442372" +364,"Sense and Sensibility","Jane Austen","Romance","English",1811,"Thomas Egerton","Two sisters representing reason and emotion navigate love and society.",409,"classic,romance,sisters",4.07,"UK",TRUE,"None","Adult",TRUE,1995,"978-0141439662" +365,"Emma","Jane Austen","Romance","English",1815,"John Murray","A wealthy, meddlesome young woman tries to matchmake for her friends.",474,"classic,romance,humor",4.02,"UK",TRUE,"None","Adult",TRUE,1996,"978-0141439587" +366,"Persuasion","Jane Austen","Romance","English",1817,"John Murray","Anne Elliot gets a second chance at love with the naval officer she once rejected.",249,"classic,romance,regret",4.14,"UK",TRUE,"None","Adult",TRUE,2007,"978-0141439686" +367,"Mansfield Park","Jane Austen","Romance","English",1814,"Thomas Egerton","Fanny Price, a poor relation, grows up with her wealthy cousins at Mansfield Park.",460,"classic,romance,morality",3.85,"UK",TRUE,"None","Adult",TRUE,1999,"978-0141439808" +368,"Northanger Abbey","Jane Austen","Satire","English",1817,"John Murray","A young girl obsessed with gothic novels imagines a mystery where there is none.",260,"classic,satire,gothic",3.83,"UK",TRUE,"None","Adult",TRUE,2007,"978-0141439792" +369,"Tess of the d'Urbervilles","Thomas Hardy","Tragedy","English",1891,"James R. Osgood","A peasant girl is seduced by a wealthy man and faces the harsh judgment of society.",518,"classic,tragedy,victorian",3.79,"UK",TRUE,"None","Adult",TRUE,1979,"978-0141439594" +370,"Far from the Madding Crowd","Thomas Hardy","Romance","English",1874,"Cornhill Magazine","Independent Bathsheba Everdene attracts three very different suitors.",433,"classic,romance,rural",3.95,"UK",TRUE,"None","Adult",TRUE,2015,"978-0141439655" +371,"Middlemarch","George Eliot","Realism","English",1871,"Blackwood","A study of provincial life, marriage, and idealism in a fictional English town.",904,"classic,society,complex",3.99,"UK",TRUE,"None","Adult",TRUE,1994,"978-0141439549" +372,"Silas Marner","George Eliot","Realism","English",1861,"Blackwood","A reclusive weaver finds redemption when he adopts an orphan girl.",263,"classic,redemption,rural",3.61,"UK",TRUE,"None","Adult",TRUE,1985,"978-0141439754" +373,"David Copperfield","Charles Dickens","Bildungsroman","English",1850,"Bradbury & Evans","The life of David Copperfield from childhood to maturity.",619,"classic,autobiographical,london",4.00,"UK",TRUE,"None","Adult",TRUE,1935,"978-0140439441" +374,"Oliver Twist","Charles Dickens","Social Novel","English",1838,"Richard Bentley","An orphan boy runs away from a workhouse and joins a gang of pickpockets.",608,"classic,poverty,crime",3.87,"UK",TRUE,"None","Adult",TRUE,1948,"978-0141439747" +375,"Bleak House","Charles Dickens","Satire","English",1853,"Bradbury & Evans","A long-running legal case destroys the lives of those involved.",1017,"classic,law,mystery",4.00,"UK",TRUE,"None","Adult",TRUE,2005,"978-0141439723" +376,"A Christmas Carol","Charles Dickens","Fantasy","English",1843,"Chapman & Hall","Miser Ebenezer Scrooge is visited by three ghosts on Christmas Eve.",104,"christmas,classic,redemption",4.06,"UK",TRUE,"None","Children",TRUE,1951,"978-0140439052" +377,"Vanity Fair","William Makepeace Thackeray","Satire","English",1848,"Punch","Becky Sharp claws her way up the social ladder in Napoleonic England.",867,"classic,satire,society",3.78,"UK",TRUE,"None","Adult",TRUE,2004,"978-0141439839" +378,"The Woman in White","Wilkie Collins","Mystery","English",1859,"All the Year Round","An art teacher gets involved in a mystery concerning a woman dressed in white.",672,"mystery,classic,gothic",4.00,"UK",TRUE,"None","Adult",TRUE,1948,"978-0141439617" +379,"The Moonstone","Wilkie Collins","Detective","English",1868,"All the Year Round","A large diamond is stolen from an English country house.",528,"mystery,detective,classic",3.90,"UK",TRUE,"None","Adult",TRUE,1934,"978-0140439243" +380,"Carmilla","Sheridan Le Fanu","Gothic Horror","English",1872,"The Dark Blue","A female vampire preys on a lonely young woman.",108,"vampire,gothic,classic",3.84,"Ireland",TRUE,"None","Adult",TRUE,2014,"978-1495418655" +381,"The Turn of the Screw","Henry James","Gothic Horror","English",1898,"Collier's Weekly","A governess becomes convinced that the estate she works at is haunted.",121,"ghosts,psychology,classic",3.68,"USA",TRUE,"None","Adult",TRUE,1961,"978-0141441351" +382,"The Portrait of a Lady","Henry James","Realism","English",1881,"Macmillan","A young American woman confronts her destiny in Europe.",656,"classic,freedom,betrayal",3.80,"USA",TRUE,"None","Adult",TRUE,1996,"978-0141441269" +383,"The Age of Innocence","Edith Wharton","Romance","English",1920,"Appleton","A lawyer's life is upended by the arrival of his fiancée's unconventional cousin.",293,"classic,new york,society",3.96,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1993,"978-0140189704" +384,"The House of Mirth","Edith Wharton","Tragedy","English",1905,"Scribner","Lily Bart navigates New York high society while searching for a wealthy husband.",351,"classic,society,tragedy",3.94,"USA",TRUE,"None","Adult",TRUE,2000,"978-0140187298" +385,"The Awakening","Kate Chopin","Feminist Fiction","English",1899,"H.S. Stone","A woman seeks independence and self-realization in the conservative South.",195,"feminism,classic,classic",3.67,"USA",TRUE,"None","Adult",FALSE,,"978-0486277868" +386,"The Yellow Wallpaper","Charlotte Perkins Gilman","Gothic","English",1892,"New England Magazine","A woman's descent into madness while confined to a room by her physician husband.",64,"feminism,horror,mental health",4.11,"USA",TRUE,"None","Adult",TRUE,1989,"978-1613821540" +387,"Little House on the Prairie","Laura Ingalls Wilder","Historical Fiction","English",1935,"Harper & Brothers","A pioneer family travels by covered wagon to settle in Kansas.",335,"history,family,pioneer",4.19,"USA",TRUE,"None","Children",TRUE,1974,"978-0064400022" +388,"Sarah, Plain and Tall","Patricia MacLachlan","Historical Fiction","English",1985,"Harper & Row","A woman from Maine answers an ad to become a wife and mother to a prairie family.",64,"family,history,love",3.76,"USA",TRUE,"Newbery Medal","Children",TRUE,1991,"978-0064402057" +389,"Roll of Thunder, Hear My Cry","Mildred D. Taylor","Historical Fiction","English",1976,"Dial","An African American family struggles against racism in 1930s Mississippi.",276,"racism,history,family",4.15,"USA",TRUE,"Newbery Medal","Children",TRUE,1978,"978-0140384519" +390,"Number the Stars","Lois Lowry","Historical Fiction","English",1989,"Houghton Mifflin","A Danish family helps a Jewish family escape to Sweden during WWII.",137,"war,holocaust,courage",4.16,"Denmark",TRUE,"Newbery Medal","Children",FALSE,,"978-0547577098" +391,"Tuck Everlasting","Natalie Babbitt","Fantasy","English",1975,"Farrar, Straus and Giroux","A girl discovers a family that has achieved immortality.",148,"immortality,life,classic",3.87,"USA",TRUE,"None","Children",TRUE,2002,"978-0312369811" +392,"The Westing Game","Ellen Raskin","Mystery","English",1978,"Dutton","Sixteen heirs compete to solve the mystery of a millionaire's death.",182,"mystery,puzzle,humor",4.29,"USA",TRUE,"Newbery Medal","Children",TRUE,1997,"978-0142401200" +393,"Island of the Blue Dolphins","Scott O'Dell","Adventure","English",1960,"Houghton Mifflin","A Native American girl survives alone for 18 years on an island off the California coast.",184,"survival,nature,classic",3.84,"USA",TRUE,"Newbery Medal","Children",TRUE,1964,"978-0547328614" +394,Deception Point,Dan Brown,Thriller,English,2001,Simon & Schuster,"A NASA discovery triggers a high-stakes political thriller and a deadly conspiracy.",592,"thriller,politics,conspiracy",3.7,"US",FALSE,,Adult,TRUE,2008,"978-0743212673" +397,"Song of Solomon","Toni Morrison","Fiction","English",1977,"Knopf","The life of Macon 'Milkman' Dead III, living in Michigan.",337,"race,family,classic",4.06,"USA",TRUE,"NBCC Award","Adult",FALSE,,"978-1400033423" +398,"The Bluest Eye","Toni Morrison","Fiction","English",1970,"Holt, Rinehart and Winston","A young black girl prays for blue eyes so she will be considered beautiful.",206,"race,beauty,tragedy",4.06,"USA",TRUE,"None","Adult",FALSE,,"978-0307278449" +399,"Their Eyes Were Watching God","Zora Neale Hurston","Fiction","English",1937,"J.B. Lippincott","Janie Crawford returns to her hometown and narrates her life story.",231,"feminism,classic,race",4.10,"USA",TRUE,"None","Adult",TRUE,2005,"978-0061120060" +400,"Invisible Man","Ralph Ellison","Fiction","English",1952,"Random House","An African American man's journey from the South to Harlem.",581,"race,classic,identity",4.20,"USA",TRUE,"National Book Award","Adult",FALSE,,"978-0679732761" +401,"The Divine Comedy","Dante Alighieri","Epic Poetry","Italian",1320,"Unknown","A journey through Hell, Purgatory, and Paradise guided by Virgil and Beatrice.",798,"classic,religion,poetry,hell",4.07,"Italy",TRUE,"None","Adult",FALSE,,"978-0140448955" +402,"Faust","Johann Wolfgang von Goethe","Play","German",1808,"Cotta","A scholar makes a pact with the devil Mephistopheles for unlimited knowledge and worldly pleasures.",503,"classic,drama,philosophy",3.98,"Germany",TRUE,"None","Adult",TRUE,1926,"978-0385031141" +403,"Paradise Lost","John Milton","Epic Poetry","English",1667,"Samuel Simmons","An epic poem retelling the biblical story of the Fall of Man.",453,"poetry,religion,classic,satan",3.85,"UK",TRUE,"None","Adult",FALSE,,"978-0140424393" +404,"The Canterbury Tales","Geoffrey Chaucer","Classic","English",1400,"Unknown","A collection of 24 stories presented as part of a story-telling contest by a group of pilgrims.",504,"classic,humor,history,poetry",3.50,"UK",TRUE,"None","Adult",TRUE,1972,"978-0140424386" +405,"Beowulf","Unknown","Epic Poetry","Old English",975,"Unknown","A Geatish hero fights the monster Grendel, Grendel's mother, and a dragon.",213,"mythology,hero,classic",3.45,"UK",TRUE,"None","Adult",TRUE,2007,"978-0393320978" +406,"The Iliad","Homer","Epic Poetry","Greek",-750,"Unknown","Set during the Trojan War, it tells of the battles and events during the weeks of a quarrel between King Agamemnon and the warrior Achilles.",704,"mythology,war,classic",3.87,"Greece",TRUE,"None","Adult",TRUE,2004,"978-0140275360" +407,"The Aeneid","Virgil","Epic Poetry","Latin",-19,"Unknown","The legendary story of Aeneas, a Trojan who travelled to Italy, where he became the ancestor of the Romans.",442,"mythology,rome,classic",3.84,"Italy",TRUE,"None","Adult",FALSE,,"978-0140449327" +408,"Mistborn: The Final Empire","Brandon Sanderson","Fantasy","English",2006,"Tor Books","A crew of thieves attempts to overthrow an immortal emperor in a world where ash falls from the sky.",541,"magic,heist,epic",4.46,"USA",TRUE,"None","Young Adult",FALSE,,"978-0765311788" +409,"The Way of Kings","Brandon Sanderson","Fantasy","English",2010,"Tor Books","Roshar is a world of stone and storms, where the Knights Radiant must return.",1007,"epic,magic,war",4.65,"USA",TRUE,"David Gemmell Legend Award","Adult",FALSE,,"978-0765326355" +410,"Red Rising","Pierce Brown","Sci-Fi","English",2014,"Del Rey","A miner on Mars discovers his life is a lie and infiltrates the elite Gold caste.",382,"dystopia,mars,revolution",4.25,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0345539809" +411,"Leviathan Wakes","James S.A. Corey","Sci-Fi","English",2011,"Orbit","A detective and a ship's captain uncover a conspiracy threatening the solar system.",561,"space,mystery,opera",4.26,"USA",TRUE,"Hugo Nominee","Adult",TRUE,2015,"978-0316129084" +412,"Old Man's War","John Scalzi","Sci-Fi","English",2005,"Tor Books","Senior citizens are recruited to fight an interstellar war in new, younger bodies.",320,"war,space,humor",4.23,"USA",TRUE,"Hugo Nominee","Adult",FALSE,,"978-0765348272" +413,"Star Wars: Heir to the Empire","Timothy Zahn","Sci-Fi","English",1991,"Bantam Spectra","Five years after the Death Star's destruction, Grand Admiral Thrawn threatens the New Republic.",416,"star wars,space,action",4.14,"USA",TRUE,"None","Adult",FALSE,,"978-0553296129" +414,"The Green Mile","Stephen King","Magical Realism","English",1996,"Signet","Death row guards encounter a prisoner with a mysterious gift.",436,"prison,supernatural,drama",4.46,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,1999,"978-0451190499" +415,"Different Seasons","Stephen King","Horror","English",1982,"Viking Press","A collection of four novellas, including the stories that inspired Shawshank Redemption and Stand by Me.",560,"drama,horror,classic",4.37,"USA",TRUE,"None","Adult",TRUE,1994,"978-1501143489" +416,"The Ocean at the End of the Lane","Neil Gaiman","Fantasy","English",2013,"William Morrow","A man returns to his childhood home and remembers terrifying supernatural events.",181,"magic,memory,childhood",4.00,"UK",TRUE,"British Book Award","Adult",FALSE,,"978-0062255655" +417,"Murder on the Orient Express","Agatha Christie","Mystery","English",1934,"Collins Crime Club","Hercule Poirot investigates a murder on a snowbound train full of suspects.",274,"crime,train,classic",4.18,"UK",TRUE,"None","Adult",TRUE,1974,"978-0062073501" +418,"The Mysterious Affair at Styles","Agatha Christie","Mystery","English",1920,"John Lane","Hercule Poirot's first case involves the poisoning of an heiress.",160,"crime,detective,classic",3.98,"UK",TRUE,"None","Adult",TRUE,1990,"978-0062073556" +419,"Dark Places","Gillian Flynn","Thriller","English",2009,"Shaye Areheart","A woman investigates the massacre of her family, for which her brother is in prison.",349,"mystery,dark,crime",3.94,"USA",TRUE,"None","Adult",TRUE,2015,"978-0307341570" +420,"Before I Go to Sleep","S.J. Watson","Thriller","English",2011,"Doubleday","A woman wakes up every day with no memory and tries to reconstruct her past.",359,"amnesia,mystery,suspense",3.88,"UK",TRUE,"None","Adult",TRUE,2014,"978-0062060563" +421,"The Girl Who Played with Fire","Stieg Larsson","Crime","English",2006,"Norstedts","Lisbeth Salander is accused of murder and must prove her innocence.",503,"hacker,sweden,mystery",4.24,"Sweden",TRUE,"None","Adult",TRUE,2009,"978-0307454553" +422,"Outlander","Diana Gabaldon","Historical Romance","English",1991,"Delacorte","A WWII nurse travels back in time to 1743 Scotland.",850,"scotland,time travel,romance",4.23,"USA",TRUE,"RITA Award","Adult",TRUE,2014,"978-0440212560" +423,"Dragonfly in Amber","Diana Gabaldon","Historical Romance","English",1992,"Delacorte","Claire and Jamie try to stop the Jacobite rising in Paris.",743,"history,romance,france",4.33,"USA",TRUE,"None","Adult",TRUE,2016,"978-0440215622" +424,"A Discovery of Witches","Deborah Harkness","Fantasy","English",2011,"Viking","A witch and a vampire team up to solve the mystery of an enchanted manuscript.",579,"magic,romance,history",3.99,"USA",TRUE,"None","Adult",TRUE,2018,"978-0143119685" +425,"The Time Traveler's Wife","Audrey Niffenegger","Romance","English",2003,"MacAdam/Cage","A love story about a man with a genetic disorder that causes him to time travel unpredictably.",518,"time travel,love,drama",3.98,"USA",TRUE,"British Book Award","Adult",TRUE,2009,"978-0156029438" +426,"Fried Green Tomatoes at the Whistle Stop Cafe","Fannie Flagg","Historical Fiction","English",1987,"Random House","A friendship between two women in 1920s Alabama.",416,"south,friendship,food",4.30,"USA",TRUE,"None","Adult",TRUE,1991,"978-0449911358" +427,"Divine Secrets of the Ya-Ya Sisterhood","Rebecca Wells","Fiction","English",1996,"HarperCollins","A playwright explores her mother's past to understand their difficult relationship.",356,"south,mother-daughter,humor",3.85,"USA",TRUE,"None","Adult",TRUE,2002,"978-0060928339" +428,"Cold Mountain","Charles Frazier","Historical Fiction","English",1997,"Atlantic Monthly","A confederate soldier deserts the army to return to the woman he loves.",449,"civil war,journey,romance",3.85,"USA",TRUE,"National Book Award","Adult",TRUE,2003,"978-0802142849" +429,"Lonesome Dove","Larry McMurtry","Western","English",1985,"Simon & Schuster","Two retired Texas Rangers drive a herd of cattle from Texas to Montana.",858,"western,epic,adventure",4.50,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1989,"978-1439195260" +430,"True Grit","Charles Portis","Western","English",1968,"Simon & Schuster","A young girl recruits a U.S. Marshal to track down her father's killer.",215,"western,revenge,classic",4.14,"USA",TRUE,"None","Adult",TRUE,1969,"978-1590204597" +431,"Catching Fire","Suzanne Collins","Dystopian","English",2009,"Scholastic","Katniss Everdeen becomes a target of the Capitol after her victory.",391,"revolution,survival,action",4.29,"USA",TRUE,"None","Young Adult",TRUE,2013,"978-0439023498" +432,"Mockingjay","Suzanne Collins","Dystopian","English",2010,"Scholastic","The final battle against the Capitol begins.",390,"war,politics,tragedy",4.06,"USA",TRUE,"None","Young Adult",TRUE,2014,"978-0439023511" +433,"Harry Potter and the Chamber of Secrets","J.K. Rowling","Fantasy","English",1998,"Bloomsbury","Harry returns to Hogwarts and investigates attacks on students.",251,"magic,mystery,school",4.43,"UK",TRUE,"None","Children",TRUE,2002,"978-0439064873" +434,"Harry Potter and the Prisoner of Azkaban","J.K. Rowling","Fantasy","English",1999,"Bloomsbury","An escaped prisoner is rumored to be hunting Harry Potter.",317,"magic,time travel,mystery",4.57,"UK",TRUE,"Whitbread Book Award","Children",TRUE,2004,"978-0439136365" +435,"Fantastic Beasts and Where to Find Them","J.K. Rowling","Fantasy","English",2001,"Bloomsbury","A guide to magical creatures in the wizarding world.",128,"magic,animals,textbook",3.98,"UK",TRUE,"None","Children",TRUE,2016,"978-1338109061" +436,"The Tales of Beedle the Bard","J.K. Rowling","Fantasy","English",2008,"Bloomsbury","A collection of wizarding fairy tales.",109,"magic,fairytale,classic",4.06,"UK",TRUE,"None","Children",FALSE,,"978-0545128285" +437,"China Rich Girlfriend","Kevin Kwan","Satire","English",2015,"Doubleday","The sequel to Crazy Rich Asians, exploring the ultra-rich in Shanghai.",381,"wealth,asia,fashion",3.92,"Singapore",TRUE,"None","Adult",FALSE,,"978-0385539081" +438,"The Midnight Library","Matt Haig","Fantasy","English",2020,"Viking","A woman finds a library between life and death where she can try out other lives.",288,"philosophy,choices,depression",4.02,"UK",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0525559474" +439,"Anxious People","Fredrik Backman","Fiction","English",2019,"Månpocket","A failed bank robber takes a group of strangers hostage at an apartment viewing.",341,"humor,sweden,mystery",4.18,"Sweden",TRUE,"None","Adult",TRUE,2021,"978-1501160837" +440,"A Gentleman in Moscow","Amor Towles","Historical Fiction","English",2016,"Viking","A Russian count is sentenced to house arrest in a luxury hotel.",462,"russia,history,charm",4.33,"USA",TRUE,"None","Adult",TRUE,2024,"978-0735221680" +441,"Rules of Civility","Amor Towles","Historical Fiction","English",2011,"Viking","A young woman navigates New York high society in the late 1930s.",335,"new york,romance,class",4.04,"USA",TRUE,"None","Adult",FALSE,,"978-0143122470" +442,"All the King's Men","Robert Penn Warren","Political Fiction","English",1946,"Harcourt","The rise and fall of a populist politician in the American South.",439,"politics,corruption,classic",4.10,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1949,"978-0156012959" +443,"Wolf Hall","Hilary Mantel","Historical Fiction","English",2009,"Fourth Estate","The rise of Thomas Cromwell in the court of Henry VIII.",604,"history,politics,tudors",3.88,"UK",TRUE,"Booker Prize","Adult",TRUE,2015,"978-0805080681" +444,"Bring Up the Bodies","Hilary Mantel","Historical Fiction","English",2012,"Fourth Estate","Thomas Cromwell orchestrates the downfall of Anne Boleyn.",411,"history,politics,tudors",3.95,"UK",TRUE,"Booker Prize","Adult",TRUE,2015,"978-0805090031" +445,"The Other Boleyn Girl","Philippa Gregory","Historical Fiction","English",2001,"Simon & Schuster","Mary Boleyn contends with her sister Anne for the affection of King Henry VIII.",661,"history,romance,tudors",4.06,"UK",TRUE,"Romantic Novel of the Year","Adult",TRUE,2008,"978-0743227445" +446,"Girl with a Pearl Earring","Tracy Chevalier","Historical Fiction","English",1999,"HarperCollins","A fictional story about the maid who sat for Vermeer's famous painting.",233,"art,history,romance",3.88,"UK",TRUE,"None","Adult",TRUE,2003,"978-0452282155" +447,"Snow Flower and the Secret Fan","Lisa See","Historical Fiction","English",2005,"Random House","Two women in 19th-century China develop a lifelong friendship through a secret language.",258,"china,friendship,history",4.07,"USA",TRUE,"None","Adult",TRUE,2011,"978-0812968064" +448,"The Red Tent","Anita Diamant","Historical Fiction","English",1997,"St. Martin's Press","The story of Dinah, a minor character in the Bible, giving a voice to ancient women.",321,"religion,women,history",4.18,"USA",TRUE,"None","Adult",TRUE,2014,"978-0312195513" +449,"The Guernsey Literary and Potato Peel Pie Society","Mary Ann Shaffer","Historical Fiction","English",2008,"The Dial Press","A writer corresponds with residents of Guernsey about their experiences during WWII occupation.",290,"war,letters,romance",4.17,"USA",TRUE,"None","Adult",TRUE,2018,"978-0385341004" +450,"To All the Boys I've Loved Before","Jenny Han","Romance","English",2014,"Simon & Schuster","A teen girl's secret love letters are mailed to her crushes.",355,"teen,romance,school",4.15,"USA",TRUE,"None","Young Adult",TRUE,2018,"978-1442426702" +451,"The Diary of a Young Girl","Anne Frank","Memoir","English",1947,"Contact Publishing","The writings from the Dutch-language diary kept by Anne Frank while she was in hiding for two years.",283,"war,history,memoir",4.19,"Netherlands",TRUE,"None","Young Adult",TRUE,1959,"978-0553296983" +452,"The Notebook","Nicholas Sparks","Romance","English",1996,"Warner Books","An old man reads a story to an old woman in a nursing home about a young couple.",214,"love,tragedy,classic",4.10,"USA",TRUE,"None","Adult",TRUE,2004,"978-0446605236" +453,"A Walk to Remember","Nicholas Sparks","Romance","English",1999,"Warner Books","A popular high school student falls in love with the minister's daughter.",240,"love,sad,faith",4.18,"USA",TRUE,"None","Young Adult",TRUE,2002,"978-0446608954" +454,"Dear John","Nicholas Sparks","Romance","English",2006,"Warner Books","A soldier falls in love while on leave, but 9/11 changes everything.",276,"love,military,letters",4.04,"USA",TRUE,"None","Adult",TRUE,2010,"978-0446567336" +455,"P.S. I Love You","Cecelia Ahern","Romance","English",2004,"Hyperion","A young widow discovers a series of letters her husband left for her to help her move on.",496,"love,grief,humor",4.16,"Ireland",TRUE,"None","Adult",TRUE,2007,"978-0786890934" +456,"Love, Rosie","Cecelia Ahern","Romance","English",2004,"Hyperion","Best friends Alex and Rosie are separated by time and distance but keep in touch.",512,"love,friends,letters",4.20,"Ireland",TRUE,"None","Adult",TRUE,2014,"978-0786891085" +457,"One Day","David Nicholls","Romance","English",2009,"Hodder & Stoughton","Snapshots of the relationship between Dexter and Emma on the same day over 20 years.",435,"love,time,friendship",3.80,"UK",TRUE,"Galaxy National Book Award","Adult",TRUE,2011,"978-0340961175" +458,"Me Talk Pretty One Day","David Sedaris","Humor","English",2000,"Little, Brown","A collection of essays about the author's life in Paris and childhood in North Carolina.",272,"humor,memoir,essays",4.00,"USA",TRUE,"Thurber Prize","Adult",FALSE,,"978-0316776967" +461,"Wonder","R.J. Palacio","Children's Fiction","English",2012,"Knopf","A boy with a facial deformity enters a mainstream school for the first time.",315,"kindness,school,family",4.43,"USA",TRUE,"None","Children",TRUE,2017,"978-0375869020" +462,"The Curious Incident of the Dog in the Night-Time","Mark Haddon","Mystery","English",2003,"Jonathan Cape","A 15-year-old math genius with behavioral difficulties investigates the death of a neighbor's dog.",226,"mystery,autism,unique",3.89,"UK",TRUE,"Whitbread Book of the Year","Young Adult",TRUE,2012,"978-1400032716" +463,"Extremely Loud & Incredibly Close","Jonathan Safran Foer","Fiction","English",2005,"Houghton Mifflin","A nine-year-old boy searches New York City for the lock that matches a key left by his father.",326,"grief,9/11,family",3.98,"USA",TRUE,"None","Adult",TRUE,2011,"978-0618711659" +464,"Everything Is Illuminated","Jonathan Safran Foer","Fiction","English",2002,"Houghton Mifflin","A young man travels to Ukraine to find the woman who saved his grandfather from the Nazis.",276,"history,ukraine,humor",3.92,"USA",TRUE,"Guardian First Book Award","Adult",TRUE,2005,"978-0060529703" +465,"The Corrections","Jonathan Franzen","Fiction","English",2001,"Farrar, Straus & Giroux","A Midwestern couple attempts to bring their three adult children together for one last Christmas.",568,"family,drama,satire",3.81,"USA",TRUE,"National Book Award","Adult",TRUE,2025,"978-0312421274" +466,"Freedom","Jonathan Franzen","Fiction","English",2010,"Farrar, Straus & Giroux","The unraveling of a liberal middle-class family during the Bush era.",562,"politics,family,environment",3.77,"USA",TRUE,"None","Adult",FALSE,,"978-0312576462" +467,"A Visit from the Goon Squad","Jennifer Egan","Fiction","English",2010,"Knopf","Thirteen interconnected stories about a record executive and his assistant.",340,"music,time,postmodern",3.67,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0307477477" +468,"The Amazing Adventures of Kavalier & Clay","Michael Chabon","Historical Fiction","English",2000,"Random House","Two Jewish cousins in WWII-era New York create a comic book superhero.",639,"comics,history,war",4.19,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0812983586" +469,"White Noise","Don DeLillo","Satire","English",1985,"Viking","A professor of Hitler studies faces an airborne toxic event.",310,"consumerism,death,satire",3.85,"USA",TRUE,"National Book Award","Adult",TRUE,2022,"978-0143105985" +470,"Underworld","Don DeLillo","Historical Fiction","English",1997,"Scribner","A narrative spanning from the 1950s to the 1990s, connected by a baseball.",827,"history,cold war,baseball",3.93,"USA",TRUE,"None","Adult",FALSE,,"978-0684848150" +471,"The Crying of Lot 49","Thomas Pynchon","Satire","English",1966,"Lippincott","A woman discovers a centuries-old mail distribution conspiracy.",152,"conspiracy,postmodern,complex",3.69,"USA",TRUE,"None","Adult",FALSE,,"978-0060913076" +472,"Altered Carbon","Richard K. Morgan","Cyberpunk","English",2002,"Gollancz","In a future where consciousness can be transferred between bodies, a soldier investigates a death.",375,"scifi,noir,future",4.12,"UK",TRUE,"Philip K. Dick Award","Adult",TRUE,2018,"978-0345457684" +473,"The Forever War","Joe Haldeman","Sci-Fi","English",1974,"St. Martin's Press","A soldier fights an interstellar war while time dilation ages the Earth by centuries.",278,"war,time,classic",4.15,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0312298906" +474,"Redshirts","John Scalzi","Sci-Fi","English",2012,"Tor Books","Ensigns on a starship realize they are characters in a badly written sci-fi TV show.",320,"humor,meta,star trek",3.85,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0765334794" +475,"Annihilation","Jeff VanderMeer","Sci-Fi","English",2014,"FSG Originals","A team of scientists explores a mysterious and mutating environmental zone known as Area X.",195,"horror,nature,mystery",3.73,"USA",TRUE,"Nebula Award","Adult",TRUE,2018,"978-0374104092" +476,"Stories of Your Life and Others","Ted Chiang","Sci-Fi","English",2002,"Tor","A collection of short stories, including the one that inspired the movie Arrival.",281,"aliens,language,philosophy",4.26,"USA",TRUE,"Nebula Award","Adult",TRUE,2016,"978-1101972120" +477,"Exhalation","Ted Chiang","Sci-Fi","English",2019,"Knopf","Nine stories exploring the impact of technology on humanity.",352,"ai,time travel,philosophy",4.29,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-1101947883" +478,"Neverwhere","Neil Gaiman","Fantasy","English",1996,"BBC Books","An ordinary man is pulled into the magical underground world beneath London.",370,"magic,london,adventure",4.17,"UK",TRUE,"None","Adult",TRUE,1996,"978-0060557812" +479,"Anansi Boys","Neil Gaiman","Fantasy","English",2005,"William Morrow","The son of a trickster god discovers he has a brother.",336,"mythology,humor,magic",4.03,"UK",TRUE,"None","Adult",TRUE,2023,"978-0060515188" +480,"Small Gods","Terry Pratchett","Fantasy","English",1992,"Gollancz","The Great God Om manifests as a tortoise and has only one true believer left.",400,"religion,satire,discworld",4.29,"UK",TRUE,"None","Adult",FALSE,,"978-0062237378" +481,"Mort","Terry Pratchett","Fantasy","English",1987,"Gollancz","Death takes an apprentice, but the boy falls in love.",243,"death,humor,discworld",4.23,"UK",TRUE,"None","Adult",FALSE,,"978-0062225719" +482,"Guards! Guards!","Terry Pratchett","Fantasy","English",1989,"Gollancz","A secret society summons a dragon to terrorize the city.",376,"dragons,police,humor",4.35,"UK",TRUE,"None","Adult",FALSE,,"978-0062225757" +483,"Going Postal","Terry Pratchett","Fantasy","English",2004,"Doubleday","A con man is forced to revitalize the city's failing postal service.",394,"humor,satire,discworld",4.39,"UK",TRUE,"Nebula Nominee","Adult",TRUE,2010,"978-0060502928" +484,"The Restaurant at the End of the Universe","Douglas Adams","Sci-Fi","English",1980,"Pan Books","The second book in the Hitchhiker's Guide series.",250,"humor,space,satire",4.21,"UK",TRUE,"None","Adult",TRUE,1981,"978-0345391810" +485,"The Long Way to a Small, Angry Planet","Becky Chambers","Sci-Fi","English",2014,"Self-published","A diverse crew of a tunneling ship works together to punch holes through space.",404,"space,lgbt,friendship",4.16,"USA",TRUE,"None","Adult",FALSE,,"978-0062473158" +486,"Gideon the Ninth","Tamsyn Muir","Sci-Fi","English",2019,"Tor.com","Lesbian necromancers explore a haunted gothic palace in space.",448,"necromancy,mystery,scifi",4.17,"New Zealand",TRUE,"Locus Award","Adult",FALSE,,"978-1250313195" +487,"The Fifth Season","N.K. Jemisin","Fantasy","English",2015,"Orbit","In a world plagued by seismic apocalypses, a mother searches for her kidnapped daughter.",468,"magic,earth,dystopia",4.29,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0316229296" +488,"The Obelisk Gate","N.K. Jemisin","Fantasy","English",2016,"Orbit","The season grows worse as the moon approaches.",410,"magic,earth,sequel",4.32,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0316229265" +489,"The Stone Sky","N.K. Jemisin","Fantasy","English",2017,"Orbit","The final struggle to determine the fate of the Stillness.",464,"magic,earth,finale",4.38,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0316229241" +490,"Children of Time","Adrian Tchaikovsky","Sci-Fi","English",2015,"Tor","A civilization of evolved spiders confronts the last remnants of humanity.",600,"evolution,space,spiders",4.27,"UK",TRUE,"Arthur C. Clarke Award","Adult",FALSE,,"978-0316452502" +491,"Recursion","Blake Crouch","Sci-Fi","English",2019,"Crown","A detective investigates a phenomenon where people have false memories of lives they never lived.",329,"memory,thriller,time",4.16,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1524759780" +492,"Wool","Hugh Howey","Dystopian","English",2011,"Broad Reach","Humanity lives in a giant underground silo, and the outside world is deadly.",509,"post-apocalyptic,mystery,silo",4.22,"USA",TRUE,"None","Adult",TRUE,2023,"978-1476733951" +493,"Shift","Hugh Howey","Dystopian","English",2013,"Broad Reach","The prequel story of how the Silos were created.",579,"prequel,silo,scifi",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0544839663" +494,"Dust","Hugh Howey","Dystopian","English",2013,"Broad Reach","The conclusion to the Silo trilogy.",458,"finale,silo,scifi",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-0544839557" +495,"Hidden Figures","Margot Lee Shetterly","Non-fiction","English",2016,"William Morrow","The story of the African-American women mathematicians who helped NASA win the space race.",368,"history,space,race",4.26,"USA",TRUE,"None","Adult",TRUE,2016,"978-0062363596" +496,"Killers of the Flower Moon","David Grann","History","English",2017,"Doubleday","The Osage murders and the birth of the FBI.",359,"crime,history,native american",4.10,"USA",TRUE,"Edgar Award","Adult",TRUE,2023,"978-0385534246" +497,"Devil in the White City","Erik Larson","History","English",2003,"Crown","The true story of the 1893 World's Fair and the serial killer H.H. Holmes.",447,"crime,history,architecture",3.99,"USA",TRUE,"Edgar Award","Adult",TRUE,2024,"978-0375725609" +498,"The Boys in the Boat","Daniel James Brown","History","English",2013,"Viking","Nine Americans and their epic quest for gold at the 1936 Berlin Olympics.",404,"sports,history,olympics",4.34,"USA",TRUE,"None","Adult",TRUE,2023,"978-0670025817" +499,"Shoe Dog","Phil Knight","Memoir","English",2016,"Scribner","A memoir by the creator of Nike.",400,"business,memoir,sports",4.47,"USA",TRUE,"None","Adult",FALSE,,"978-1501135910" +500,"Kitchen Confidential","Anthony Bourdain","Memoir","English",2000,"Bloomsbury","Adventures in the culinary underbelly.",312,"food,chef,memoir",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-1582340821" +501,"Six of Crows","Leigh Bardugo","Fantasy","English",2015,"Henry Holt","A crew of dangerous outcasts attempts an impossible heist in the bustling hub of Ketterdam.",465,"magic,heist,young adult",4.49,"USA",TRUE,"None","Young Adult",FALSE,,"978-1627792127" +502,"Shadow and Bone","Leigh Bardugo","Fantasy","English",2012,"Henry Holt","An orphan girl discovers a power that could save her country from the shadow monsters.",358,"magic,russia,romance",3.90,"USA",TRUE,"None","Young Adult",TRUE,2021,"978-0805094596" +503,"The Cruel Prince","Holly Black","Fantasy","English",2018,"Little, Brown","A mortal girl fights for power and survival in the treacherous High Court of Faerie.",370,"fae,politics,enemies to lovers",4.06,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-0316310277" +504,"Cinder","Marissa Meyer","Sci-Fi","English",2012,"Feiwel & Friends","A cyborg mechanic in New Beijing gets caught up in intergalactic politics and a forbidden romance.",390,"retelling,cyborg,cinderella",4.15,"USA",TRUE,"None","Young Adult",FALSE,,"978-0312641894" +505,"The Invisible Life of Addie LaRue","V.E. Schwab","Fantasy","English",2020,"Tor Books","A woman makes a Faustian bargain to live forever but is cursed to be forgotten by everyone she meets.",444,"magic,history,romance",4.19,"USA",TRUE,"Locus Nominee","Adult",FALSE,,"978-0765387561" +506,"A Darker Shade of Magic","V.E. Schwab","Fantasy","English",2015,"Tor Books","A magician travels between parallel Londons: Grey, Red, White, and Black.",400,"magic,london,adventure",4.05,"USA",TRUE,"None","Adult",FALSE,,"978-0765376459" +507,"The Haunting of Hill House","Shirley Jackson","Horror","English",1959,"Viking","Four seekers arrive at a notoriously unfriendly pile called Hill House.",182,"ghosts,psychology,classic",3.83,"USA",TRUE,"National Book Award Nominee","Adult",TRUE,1963,"978-0143039983" +508,"We Have Always Lived in the Castle","Shirley Jackson","Gothic","English",1962,"Viking","Merricat Blackwood lives in isolation with her sister and uncle after a family tragedy.",146,"mystery,classic,dark",3.99,"USA",TRUE,"None","Adult",TRUE,2018,"978-0143129431" +509,"Bird Box","Josh Malerman","Horror","English",2014,"Ecco","Something is out there that must not be seen, one glimpse drives a person to deadly violence.",262,"apocalypse,thriller,survival",4.01,"USA",TRUE,"Bram Stoker Award Nominee","Adult",TRUE,2018,"978-0062259653" +510,"World War Z","Max Brooks","Horror","English",2006,"Crown","An oral history of the zombie war that nearly destroyed humanity.",342,"zombies,war,politics",4.01,"USA",TRUE,"None","Adult",TRUE,2013,"978-0307346605" +511,"1Q84","Haruki Murakami","Magical Realism","Japanese",2009,"Shinchosha","A woman enters a parallel existence while a writer takes on a dangerous project.",925,"japan,surreal,dystopia",3.92,"Japan",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0307593313" +512,"The Wind-Up Bird Chronicle","Haruki Murakami","Magical Realism","Japanese",1994,"Shinchosha","A man searches for his missing wife and cat in a netherworld beneath Tokyo.",607,"japan,mystery,surreal",4.17,"Japan",TRUE,"Yomiuri Prize","Adult",FALSE,,"978-0679775430" +513,"Battle Royale","Koushun Takami","Thriller","Japanese",1999,"Ohta","Junior high students are forced to fight to the death on an island.",617,"dystopia,violence,japan",4.23,"Japan",TRUE,"None","Adult",TRUE,2000,"978-1421527727" +514,"The Vegetarian","Han Kang","Fiction","Korean",2007,"Changbi","A woman's decision to stop eating meat has devastating consequences for her family.",188,"korea,surreal,dark",3.63,"South Korea",TRUE,"Man Booker International","Adult",TRUE,2009,"978-1101980385" +515,"Kim Jiyoung, Born 1982","Cho Nam-Joo","Fiction","Korean",2016,"Minumsa","The life story of an ordinary woman highlighting systemic sexism in South Korea.",163,"feminism,korea,society",3.77,"South Korea",TRUE,"None","Adult",TRUE,2019,"978-1631496707" +516,"Before the Coffee Gets Cold","Toshikazu Kawaguchi","Magical Realism","Japanese",2015,"Sunmark","A cafe offers customers the chance to travel back in time, but only until their coffee gets cold.",213,"time travel,japan,heartwarming",3.67,"Japan",TRUE,"None","Adult",TRUE,2018,"978-1335430991" +517,"Convenience Store Woman","Sayaka Murata","Fiction","Japanese",2016,"Bungeishunju","A woman finds purpose and stability working in a convenience store for 18 years.",163,"japan,society,humor",3.73,"Japan",TRUE,"Akutagawa Prize","Adult",FALSE,,"978-0802128256" +518,"A Little Life","Hanya Yanagihara","Drama","English",2015,"Doubleday","The tragic and traumatic life of Jude St. Francis and his three college friends.",720,"trauma,friendship,sad",4.31,"USA",TRUE,"Booker Prize Shortlist","Adult",FALSE,,"978-0385539258" +519,"My Year of Rest and Relaxation","Ottessa Moshfegh","Satire","English",2018,"Penguin","A young woman attempts to sleep for a year to reset her life.",289,"depression,satire,new york",3.67,"USA",TRUE,"None","Adult",FALSE,,"978-0525522119" +520,"The Phantom of the Opera","Gaston Leroux","Gothic","French",1910,"Pierre Lafitte","A mysterious figure haunts the Paris Opera House and falls for a young soprano.",192,"classic,romance,horror",3.96,"France",TRUE,"None","Adult",TRUE,2004,"978-0060809249" +521,"The Plague","Albert Camus","Philosophy","French",1947,"Gallimard","The town of Oran is quarantined due to a bubonic plague outbreak.",308,"existentialism,disease,classic",3.99,"France",TRUE,"None","Adult",TRUE,1992,"978-0679720218" +522,"All Quiet on the Western Front","Erich Maria Remarque","War","German",1929,"Propyläen","The physical and mental stress of German soldiers during WWI.",296,"war,classic,tragedy",3.96,"Germany",TRUE,"None","Adult",TRUE,1930,"978-0449213940" +523,"A Fine Balance","Rohinton Mistry","Historical Fiction","English",1995,"McClelland and Stewart","Four strangers are thrust together in an apartment during the Emergency in India.",603,"india,history,tragedy",4.37,"Canada",TRUE,"Giller Prize","Adult",FALSE,,"978-1400030651" +524,"The Namesake","Jhumpa Lahiri","Fiction","English",2003,"Houghton Mifflin","A boy named Gogol navigates his identity as an Indian-American.",291,"identity,family,immigration",3.98,"USA",TRUE,"None","Adult",TRUE,2006,"978-0395927212" +525,"And the Mountains Echoed","Khaled Hosseini","Fiction","English",2013,"Riverhead","A multi-generational family story spanning from Kabul to Paris and San Francisco.",404,"family,afghanistan,connection",4.04,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1594631764" +526,"Reading Lolita in Tehran","Azar Nafisi","Memoir","English",2003,"Random House","A teacher secretly discusses forbidden Western classics with her female students in Iran.",356,"memoir,books,iran",3.77,"Iran",TRUE,"None","Adult",FALSE,,"978-0812973440" +527,"Mrs. Dalloway","Virginia Woolf","Modernist","English",1925,"Hogarth Press","Clarissa Dalloway prepares for a party in London while grappling with her past choices.",194,"classic,stream of consciousness,london",3.80,"UK",TRUE,"None","Adult",TRUE,1997,"978-0156628709" +528,"To the Lighthouse","Virginia Woolf","Modernist","English",1927,"Hogarth Press","The Ramsay family visits the Isle of Skye between 1910 and 1920.",209,"classic,time,family",3.78,"UK",TRUE,"None","Adult",TRUE,1983,"978-0156907392" +529,"A Room of One's Own","Virginia Woolf","Feminist Non-fiction","English",1929,"Hogarth Press","An extended essay arguing that women need financial independence to write fiction.",112,"feminism,classic,essays",4.16,"UK",TRUE,"None","Adult",FALSE,,"978-0156030410" +530,"On the Road","Jack Kerouac","Beat","English",1957,"Viking Press","Sal Paradise and Dean Moriarty travel across America in search of meaning.",307,"travel,beat generation,classic",3.62,"USA",TRUE,"None","Adult",TRUE,2012,"978-0140283299" +531,"Giovanni's Room","James Baldwin","Fiction","English",1956,"Dial Press","An American man in Paris struggles with his identity and a relationship with an Italian bartender.",169,"lgbt,classic,paris",4.32,"USA",TRUE,"None","Adult",FALSE,,"978-0345806567" +532,"Call Me by Your Name","André Aciman","Romance","English",2007,"Farrar, Straus and Giroux","A romance blossoms between a 17-year-old boy and a summer guest at his parents' cliffside mansion.",248,"lgbt,romance,italy",4.13,"USA",TRUE,"Lambda Literary Award","Adult",TRUE,2017,"978-0312426781" +533,"Less","Andrew Sean Greer","Satire","English",2017,"Lee Boudreaux","A failed novelist travels the world to avoid attending his ex-boyfriend's wedding.",261,"humor,travel,lgbt",3.76,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0316316125" +534,"The Sympathizer","Viet Thanh Nguyen","Historical Fiction","English",2015,"Grove Press","A half-French, half-Vietnamese army captain is a spy for the communists during the Vietnam War.",371,"war,spy,vietnam",3.97,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2024,"978-0802123459" +535,"The Overstory","Richard Powers","Fiction","English",2018,"W. W. Norton","Nine strangers are summoned by trees to address the destruction of forests.",502,"nature,trees,epic",4.13,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0393635522" +536,"Trust","Hernan Diaz","Historical Fiction","English",2022,"Riverhead","A novel within a novel about a Wall Street tycoon and the reality behind the myth.",402,"money,history,mystery",3.91,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0593420317" +537,"Demon Copperhead","Barbara Kingsolver","Fiction","English",2022,"Harper","A modern retelling of David Copperfield set in Appalachia during the opioid crisis.",546,"poverty,addiction,coming-of-age",4.53,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0063251922" +538,"The Poisonwood Bible","Barbara Kingsolver","Historical Fiction","English",1998,"HarperFlamingo","A missionary family moves to the Belgian Congo in 1959.",546,"africa,religion,family",4.07,"USA",TRUE,"Book Sense Book of the Year","Adult",FALSE,,"978-0060930530" +539,"Cloud Cuckoo Land","Anthony Doerr","Sci-Fi","English",2021,"Scribner","Five characters across time are connected by a single ancient Greek text.",626,"books,history,time",4.29,"USA",TRUE,"None","Adult",FALSE,,"978-1982168438" +540,"Hamnet","Maggie O'Farrell","Historical Fiction","English",2020,"Tinder Press","A fictional account of Shakespeare's son, Hamnet, who died at age 11.",372,"history,grief,family",4.22,"UK",TRUE,"Women's Prize for Fiction","Adult",FALSE,,"978-0525657606" +541,"Lincoln in the Bardo","George Saunders","Historical Fiction","English",2017,"Random House","President Lincoln visits the grave of his son Willie in a graveyard full of ghosts.",343,"ghosts,history,experimental",3.73,"USA",TRUE,"Booker Prize","Adult",FALSE,,"978-0812995343" +542,"The Underground Railroad","Colson Whitehead","Historical Fiction","English",2016,"Doubleday","Cora escapes slavery using a literal underground railroad system.",306,"history,slavery,surreal",4.03,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,2021,"978-0385542364" +543,"The Nickel Boys","Colson Whitehead","Historical Fiction","English",2019,"Doubleday","Two boys are sent to a brutal reform school in Jim Crow-era Florida.",213,"history,racism,tragedy",4.07,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0385537070" +544,"Gilead","Marilynne Robinson","Fiction","English",2004,"Farrar, Straus and Giroux","An elderly pastor writes a letter to his young son about his life and faith.",247,"religion,family,classic",3.85,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0312424404" +545,"Olive Kitteridge","Elizabeth Strout","Fiction","English",2008,"Random House","Stories about a retired schoolteacher in a small town in Maine.",270,"drama,short stories,maine",3.81,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2014,"978-1400062089" +546,"The Husband's Secret","Liane Moriarty","Mystery","English",2013,"Pan Macmillan","A woman finds a letter from her husband to be opened only in the event of his death.",396,"secrets,mystery,australia",3.94,"Australia",TRUE,"None","Adult",FALSE,,"978-1405911665" +547,"The Guest List","Lucy Foley","Thriller","English",2020,"William Morrow","A wedding on a remote Irish island turns deadly.",313,"mystery,island,crime",3.83,"UK",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0062868930" +548,"In the Woods","Tana French","Mystery","English",2007,"Viking","Detectives investigate a murder in a wood where children disappeared twenty years earlier.",429,"crime,ireland,detective",3.77,"Ireland",TRUE,"Edgar Award","Adult",TRUE,2019,"978-0143113492" +549,"The Thirteenth Tale","Diane Setterfield","Gothic","English",2006,"Orion","A dying author asks a biographer to write her life story, revealing dark secrets.",406,"mystery,gothic,books",4.05,"UK",TRUE,"None","Adult",TRUE,2013,"978-0743298025" +550,"My Cousin Rachel","Daphne du Maurier","Mystery","English",1951,"Gollancz","Philip falls in love with his cousin Rachel, whom he suspects of murdering his guardian.",352,"mystery,romance,classic",3.94,"UK",TRUE,"None","Adult",TRUE,2017,"978-0316251266" +551,"The Firm","John Grisham","Thriller","English",1991,"Doubleday","A young lawyer joins a prestigious firm only to discover it operates as a front for the Chicago Mob.",421,"legal,thriller,crime",3.95,"USA",TRUE,"None","Adult",TRUE,1993,"978-0385416344" +552,"A Time to Kill","John Grisham","Thriller","English",1989,"Wynwood Press","A father takes the law into his own hands after his daughter is brutally assaulted.",515,"legal,crime,south",4.06,"USA",TRUE,"None","Adult",TRUE,1996,"978-0440245919" +553,"The Pelican Brief","John Grisham","Thriller","English",1992,"Doubleday","A law student uncovers a conspiracy connecting the assassinations of two Supreme Court justices.",371,"legal,conspiracy,suspense",3.92,"USA",TRUE,"None","Adult",TRUE,1993,"978-0440245933" +554,"Killing Floor","Lee Child","Thriller","English",1997,"Putnam","Jack Reacher is arrested for murder in a small Georgia town he just drifted into.",524,"action,mystery,crime",4.06,"USA",TRUE,"Anthony Award","Adult",TRUE,2022,"978-0515123448" +555,"Red Dragon","Thomas Harris","Thriller","English",1981,"Putnam","FBI profiler Will Graham returns to service to hunt a serial killer known as the Tooth Fairy.",348,"horror,crime,psychology",4.24,"USA",TRUE,"None","Adult",TRUE,2002,"978-0440206156" +556,"Hannibal","Thomas Harris","Thriller","English",1999,"Delacorte","Seven years after escaping custody, Dr. Hannibal Lecter is hunted by a victim who survived.",484,"horror,crime,cannibalism",3.73,"USA",TRUE,"None","Adult",TRUE,2001,"978-0385299295" +557,"The Talented Mr. Ripley","Patricia Highsmith","Thriller","English",1955,"Coward-McCann","A con artist is sent to Italy to retrieve a wealthy man's son but decides to take his place instead.",288,"crime,psychology,italy",3.96,"USA",TRUE,"Edgar Award Nominee","Adult",TRUE,1999,"978-0393332148" +558,"Strangers on a Train","Patricia Highsmith","Thriller","English",1950,"Harper & Brothers","Two strangers meet on a train and joke about swapping murders.",256,"crime,noir,suspense",3.94,"USA",TRUE,"None","Adult",TRUE,1951,"978-0393321982" +559,"The Postman Always Rings Twice","James M. Cain","Crime","English",1934,"Knopf","A drifter and a dissatisfaction wife plot to murder her husband.",116,"noir,crime,classic",3.90,"USA",TRUE,"None","Adult",TRUE,1981,"978-0679723257" +560,"Double Indemnity","James M. Cain","Crime","English",1943,"Knopf","An insurance agent and a femme fatale plot to kill her husband for the insurance money.",115,"noir,crime,classic",4.11,"USA",TRUE,"None","Adult",TRUE,1944,"978-0679723226" +561,"L.A. Confidential","James Ellroy","Crime","English",1990,"Mysterious Press","Three LAPD detectives become entangled in the corruption of 1950s Los Angeles.",496,"noir,police,corruption",4.28,"USA",TRUE,"None","Adult",TRUE,1997,"978-0446674249" +562,"The Black Dahlia","James Ellroy","Crime","English",1987,"Mysterious Press","Two detectives investigate the brutal murder of Elizabeth Short in 1947 Los Angeles.",348,"noir,history,murder",3.92,"USA",TRUE,"None","Adult",TRUE,2006,"978-0446618120" +563,"The Exorcist","William Peter Blatty","Horror","English",1971,"Harper & Row","A mother seeks the help of two priests to save her daughter from demonic possession.",385,"horror,demon,classic",4.18,"USA",TRUE,"None","Adult",TRUE,1973,"978-0061007224" +564,"Rosemary's Baby","Ira Levin","Horror","English",1967,"Random House","A young pregnant woman suspects her neighbors have sinister plans for her baby.",308,"horror,cult,nyc",4.09,"USA",TRUE,"None","Adult",TRUE,1968,"978-1605981109" +565,"The Stepford Wives","Ira Levin","Satire","English",1972,"Random House","A woman moves to a town where the wives are suspiciously perfect and submissive.",144,"horror,satire,feminism",3.77,"USA",TRUE,"None","Adult",TRUE,2004,"978-0060080843" +566,"Psycho","Robert Bloch","Horror","English",1959,"Simon & Schuster","A young woman on the run checks into a motel run by the disturbed Norman Bates.",176,"horror,thriller,classic",4.15,"USA",TRUE,"None","Adult",TRUE,1960,"978-0879518325" +567,"Jaws","Peter Benchley","Thriller","English",1974,"Doubleday","A giant great white shark terrorizes a resort town.",320,"horror,shark,summer",3.96,"USA",TRUE,"None","Adult",TRUE,1975,"978-0345544148" +568,"Assassin's Apprentice","Robin Hobb","Fantasy","English",1995,"Bantam Spectra","A royal bastard is trained as an assassin in a kingdom threatened by raiders.",435,"magic,epic,growing up",4.16,"USA",TRUE,"None","Adult",FALSE,,"978-0553573398" +569,"Royal Assassin","Robin Hobb","Fantasy","English",1996,"Bantam Spectra","FitzChivalry Farseer returns to court to protect the kingdom from within.",675,"magic,intrigue,epic",4.23,"USA",TRUE,"None","Adult",FALSE,,"978-0553573411" +570,"The Blade Itself","Joe Abercrombie","Fantasy","English",2006,"Gollancz","A barbarian, an officer, and a torturer are drawn into a dark war.",515,"grimdark,war,character",4.16,"UK",TRUE,"None","Adult",FALSE,,"978-0575079793" +571,"Before They Are Hanged","Joe Abercrombie","Fantasy","English",2007,"Gollancz","The Union is at war, and its champions are sent on a desperate quest.",539,"grimdark,epic,war",4.24,"UK",TRUE,"None","Adult",FALSE,,"978-0575077874" +572,"The Lies of Locke Lamora","Scott Lynch","Fantasy","English",2006,"Gollancz","A group of con artists called the Gentleman Bastards pull off heists in a fantasy city.",499,"heist,magic,humor",4.30,"USA",TRUE,"None","Adult",FALSE,,"978-0553588941" +573,"The Black Company","Glen Cook","Fantasy","English",1984,"Tor Books","The annals of an elite mercenary unit hired by a powerful sorceress.",319,"grimdark,war,classic",3.98,"USA",TRUE,"None","Adult",FALSE,,"978-0812521399" +574,"Gardens of the Moon","Steven Erikson","Fantasy","English",1999,"Bantam","The Malazan Empire wages war against the free cities, involving gods and magic.",712,"epic,complex,war",3.88,"Canada",TRUE,"None","Adult",FALSE,,"978-0553819571" +575,"The Poppy War","R.F. Kuang","Fantasy","English",2018,"Harper Voyager","A war orphan enters a military academy and discovers she has shamanic powers.",530,"war,magic,grimdark",4.06,"China",TRUE,"Crawford Award","Adult",FALSE,,"978-0062662569" +576,"Babel","R.F. Kuang","Fantasy","English",2022,"Harper Voyager","A student at Oxford's translation institute uncovers the dark side of the empire's magic.",544,"dark academia,magic,history",4.18,"UK",TRUE,"Nebula Award","Adult",FALSE,,"978-0063021426" +577,"Yellowface","R.F. Kuang","Satire","English",2023,"William Morrow","A writer steals her dead friend's manuscript and passes it off as her own.",336,"publishing,satire,thriller",3.85,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0063250833" +578,"Tomorrow, and Tomorrow, and Tomorrow","Gabrielle Zevin","Fiction","English",2022,"Knopf","Two childhood friends become creative partners in the world of video game design.",401,"gaming,friendship,love",4.19,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593321201" +579,"Bunny","Mona Awad","Horror","English",2019,"Viking","A lonely MFA student is drawn into a cult-like clique of girls.",304,"dark academia,surreal,horror",3.60,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0525559733" +580,"Mexican Gothic","Silvia Moreno-Garcia","Horror","English",2020,"Del Rey","A woman investigates her cousin's claims that her husband is trying to kill her.",301,"gothic,horror,mexico",3.65,"Mexico",TRUE,"Locus Award","Adult",FALSE,,"978-0525620785" +581,"The House in the Cerulean Sea","TJ Klune","Fantasy","English",2020,"Tor","A caseworker is sent to evaluate an orphanage for magical children.",394,"magic,wholesome,lgbt",4.45,"USA",TRUE,"Alex Award","Adult",FALSE,,"978-1250217288" +582,"Sea of Tranquility","Emily St. John Mandel","Sci-Fi","English",2022,"Knopf","A novel of art, time, love, and plague that takes the reader from 1912 to the future.",255,"time travel,pandemic,scifi",4.16,"Canada",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593321447" +583,"Piranesi","Susanna Clarke","Fantasy","English",2020,"Bloomsbury","A man lives in a house of infinite halls and tides, recording his observations.",245,"mystery,magic,philosophy",4.23,"UK",TRUE,"Women's Prize for Fiction","Adult",FALSE,,"978-1635575637" +584,"Jonathan Strange & Mr Norrell","Susanna Clarke","Fantasy","English",2004,"Bloomsbury","Two magicians bring magic back to 19th-century England.",782,"magic,history,classic style",3.83,"UK",TRUE,"Hugo Award","Adult",TRUE,2015,"978-0765356154" +585,"Klara and the Sun","Kazuo Ishiguro","Sci-Fi","English",2021,"Faber & Faber","An Artificial Friend observes the world and hopes to be chosen by a child.",303,"ai,philosophy,future",3.74,"UK",TRUE,"Booker Prize Longlist","Adult",FALSE,,"978-0593318171" +586,"The Buried Giant","Kazuo Ishiguro","Fantasy","English",2015,"Faber & Faber","An elderly couple sets off across a mist-shrouded Britain to find their son.",317,"memory,fantasy,arthurian",3.53,"UK",TRUE,"None","Adult",FALSE,,"978-0307271037" +587,"Saturday","Ian McEwan","Fiction","English",2005,"Jonathan Cape","A neurosurgeon's life changes over the course of a single day in London.",289,"london,realism,post-9/11",3.54,"UK",TRUE,"James Tait Black Prize","Adult",FALSE,,"978-1400076192" +588,"The English Patient","Michael Ondaatje","Historical Fiction","English",1992,"McClelland and Stewart","Four damaged people come together in an Italian monastery at the end of WWII.",320,"war,romance,history",3.85,"Canada",TRUE,"Booker Prize","Adult",TRUE,1996,"978-0679745204" +589,"Possession","A.S. Byatt","Romance","English",1990,"Chatto & Windus","Two modern academics uncover a secret affair between two Victorian poets.",555,"mystery,romance,literary",3.83,"UK",TRUE,"Booker Prize","Adult",TRUE,2002,"978-0679735908" +590,"The Satanic Verses","Salman Rushdie","Magical Realism","English",1988,"Viking","Two men survive a plane explosion and undergo strange transformations.",561,"religion,controversial,surreal",3.67,"UK",TRUE,"Whitbread Award","Adult",FALSE,,"978-0812976717" +591,"The Lost Symbol","Dan Brown","Thriller","English",2009,"Doubleday","Robert Langdon is summoned to Washington D.C. to decode Masonic secrets.",509,"mystery,history,freemasons",3.74,"USA",TRUE,"None","Adult",TRUE,2021,"978-0385504225" +592,"Ghostwritten","David Mitchell","Fiction","English",1999,"Sceptre","Nine intertwining stories set in different parts of the globe.",426,"travel,connection,complex",4.06,"UK",TRUE,"John Llewellyn Rhys Prize","Adult",FALSE,,"978-0375724503" +593,"The Bone Clocks","David Mitchell","Fantasy","English",2014,"Sceptre","A runaway teenager is drawn into a psychic war between immortals.",624,"fantasy,time,complex",3.82,"UK",TRUE,"World Fantasy Award","Adult",FALSE,,"978-1400065677" +594,"Black Swan Green","David Mitchell","Coming-of-age","English",2006,"Sceptre","A year in the life of a thirteen-year-old boy in 1980s England.",294,"growing up,80s,semi-autobiographical",4.03,"UK",TRUE,"None","Adult",FALSE,,"978-0812974010" +595,"House of Leaves","Mark Z. Danielewski","Horror","English",2000,"Pantheon","A family moves into a house that is bigger on the inside than on the outside.",709,"horror,experimental,complex",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-0375420528" +596,"Brief Interviews with Hideous Men","David Foster Wallace","Short Stories","English",1999,"Little, Brown","A collection of short stories exploring male psychology and modern alienation.",273,"psychology,dark,experimental",3.89,"USA",TRUE,"None","Adult",TRUE,2009,"978-0316086899" +597,"A Confederacy of Dunces","John Kennedy Toole","Satire","English",1980,"LSU Press","The misadventures of Ignatius J. Reilly in New Orleans.",394,"humor,classic,picaresque",3.88,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0802130204" +598,"The Heart is a Lonely Hunter","Carson McCullers","Southern Gothic","English",1940,"Houghton Mifflin","A deaf-mute man becomes the confidant for misfits in a Georgia mill town.",359,"loneliness,classic,south",4.04,"USA",TRUE,"None","Adult",TRUE,1968,"978-0618526413" +599,"Wise Blood","Flannery O'Connor","Southern Gothic","English",1952,"Harcourt","A returning WWII veteran tries to start an anti-religious church.",236,"religion,satire,south",4.03,"USA",TRUE,"None","Adult",TRUE,1979,"978-0374505844" +600,"Trigger Warning","Neil Gaiman","Short Stories","English",2015,"William Morrow","A collection of short fiction and poetry exploring the masks we wear.",310,"horror,fantasy,anthology",3.96,"UK",TRUE,"Locus Award","Adult",FALSE,,"978-0062330260" +601,"Harry Potter and the Goblet of Fire","J.K. Rowling","Fantasy","English",2000,"Bloomsbury","Harry is entered into the Triwizard Tournament and faces Voldemort's return.",636,"magic,school,tournament",4.56,"UK",TRUE,"Hugo Award","Children",TRUE,2005,"978-0439139595" +602,"Harry Potter and the Order of the Phoenix","J.K. Rowling","Fantasy","English",2003,"Bloomsbury","Harry faces a smear campaign by the Ministry of Magic and forms a secret defense group.",766,"magic,rebellion,politics",4.50,"UK",TRUE,"None","Children",TRUE,2007,"978-0439358064" +603,"Harry Potter and the Half-Blood Prince","J.K. Rowling","Fantasy","English",2005,"Bloomsbury","Harry learns about Voldemort's past and the Horcruxes.",607,"magic,history,romance",4.57,"UK",TRUE,"British Book Award","Children",TRUE,2009,"978-0439784542" +604,"Harry Potter and the Deathly Hallows","J.K. Rowling","Fantasy","English",2007,"Bloomsbury","The final battle between Harry Potter and Lord Voldemort.",607,"magic,war,finale",4.62,"UK",TRUE,"None","Children",TRUE,2010,"978-0545010221" +605,"A Clash of Kings","George R.R. Martin","Fantasy","English",1998,"Bantam Spectra","Five kings compete for the Iron Throne in the second book of A Song of Ice and Fire.",768,"epic,war,politics",4.41,"USA",TRUE,"Locus Award","Adult",TRUE,2012,"978-0553381696" +606,"A Storm of Swords","George R.R. Martin","Fantasy","English",2000,"Bantam Spectra","The War of the Five Kings continues with betrayals and weddings.",973,"epic,war,tragedy",4.54,"USA",TRUE,"Locus Award","Adult",TRUE,2013,"978-0553381702" +607,"A Feast for Crows","George R.R. Martin","Fantasy","English",2005,"Bantam Spectra","The aftermath of the war sees new alliances and threats in Westeros.",753,"epic,politics,dark",4.14,"USA",TRUE,"None","Adult",TRUE,2015,"978-0553582024" +608,"A Dance with Dragons","George R.R. Martin","Fantasy","English",2011,"Bantam Spectra","Daenerys rules in Meereen while Jon Snow faces threats at the Wall.",1016,"epic,dragons,winter",4.32,"USA",TRUE,"Locus Award","Adult",TRUE,2015,"978-0553801477" +609,"The Eye of the World","Robert Jordan","Fantasy","English",1990,"Tor Books","Three young men from a small village are hunted by the Dark One's servants.",814,"epic,magic,journey",4.18,"USA",TRUE,"None","Adult",TRUE,2021,"978-0812511819" +610,"The Great Hunt","Robert Jordan","Fantasy","English",1990,"Tor Books","Rand al'Thor searches for the Horn of Valere to lead the heroes of legend.",705,"epic,adventure,magic",4.22,"USA",TRUE,"None","Adult",TRUE,2021,"978-0812517729" +611,"The Dragon Reborn","Robert Jordan","Fantasy","English",1991,"Tor Books","Rand al'Thor proclaims himself the Dragon Reborn and seizes the Stone of Tear.",624,"epic,destiny,magic",4.25,"USA",TRUE,"None","Adult",TRUE,2021,"978-0812513714" +612,"Casino Royale","Ian Fleming","Spy Fiction","English",1953,"Jonathan Cape","James Bond tries to bankrupt a Soviet agent at a baccarat table in France.",213,"spy,bond,gambling",3.76,"UK",TRUE,"None","Adult",TRUE,2006,"978-1612185439" +613,"Live and Let Die","Ian Fleming","Spy Fiction","English",1954,"Jonathan Cape","Bond tracks a criminal genius named Mr. Big from Harlem to Jamaica.",221,"spy,crime,vodou",3.67,"UK",TRUE,"None","Adult",TRUE,1973,"978-1612185446" +614,"Moonraker","Ian Fleming","Spy Fiction","English",1955,"Jonathan Cape","Bond investigates a millionaire industrialist building a nuclear missile.",247,"spy,rocket,london",3.74,"UK",TRUE,"None","Adult",TRUE,1979,"978-1612185453" +615,"Goldfinger","Ian Fleming","Spy Fiction","English",1959,"Jonathan Cape","Bond investigates a gold smuggler who plans to rob Fort Knox.",318,"spy,gold,villain",3.83,"UK",TRUE,"None","Adult",TRUE,1964,"978-1612185507" +616,"Tinker Tailor Soldier Spy","John le Carré","Spy Fiction","English",1974,"Hodder & Stoughton","George Smiley is brought out of retirement to find a Soviet mole in British Intelligence.",381,"spy,cold war,mystery",4.06,"UK",TRUE,"None","Adult",TRUE,2011,"978-0143120933" +617,"The Spy Who Came in from the Cold","John le Carré","Spy Fiction","English",1963,"Victor Gollancz","A British agent poses as a defector to frame an East German intelligence officer.",224,"spy,cold war,tragedy",4.08,"UK",TRUE,"Edgar Award","Adult",TRUE,1965,"978-0143124757" +618,"Smiley's People","John le Carré","Spy Fiction","English",1979,"Hodder & Stoughton","George Smiley faces his nemesis, Karla, in a final Cold War chess match.",395,"spy,cold war,finale",4.06,"UK",TRUE,"None","Adult",TRUE,1982,"978-0143119661" +619,"The Day of the Jackal","Frederick Forsyth","Thriller","English",1971,"Hutchinson","A professional assassin is hired to kill Charles de Gaulle.",358,"assassin,suspense,history",4.24,"UK",TRUE,"Edgar Award","Adult",TRUE,1973,"978-0451239372" +620,"The Bourne Identity","Robert Ludlum","Thriller","English",1980,"Richard Marek","A man with amnesia finds he has advanced combat skills and is being hunted.",566,"spy,action,amnesia",4.03,"USA",TRUE,"None","Adult",TRUE,2002,"978-0553260113" +621,"The Bourne Supremacy","Robert Ludlum","Thriller","English",1986,"Random House","Jason Bourne is forced out of retirement to find an impostor using his name.",646,"spy,action,asia",3.95,"USA",TRUE,"None","Adult",TRUE,2004,"978-0553263220" +622,"The Hunt for Red October","Tom Clancy","Techno-thriller","English",1984,"Naval Institute Press","A Soviet submarine captain attempts to defect to the United States with a cutting-edge sub.",387,"military,submarine,cold war",4.09,"USA",TRUE,"None","Adult",TRUE,1990,"978-0425240335" +623,"Patriot Games","Tom Clancy","Techno-thriller","English",1987,"Putnam","Jack Ryan saves the Prince of Wales from a terrorist attack and becomes a target.",503,"terrorism,spy,action",4.05,"USA",TRUE,"None","Adult",TRUE,1992,"978-0425240359" +624,"Shōgun","James Clavell","Historical Fiction","English",1975,"Hodder & Stoughton","An English pilot is shipwrecked in feudal Japan and rises to become a samurai.",1152,"japan,history,epic",4.39,"UK",TRUE,"None","Adult",TRUE,1980,"978-0440178002" +625,"Tai-Pan","James Clavell","Historical Fiction","English",1966,"Atheneum","The struggle for power among traders in Hong Kong after the First Opium War.",734,"history,hong kong,business",4.23,"UK",TRUE,"None","Adult",TRUE,1986,"978-0440184621" +626,"King Rat","James Clavell","Historical Fiction","English",1962,"Little, Brown","Survival in a Japanese prisoner-of-war camp during World War II.",352,"war,survival,prison",4.07,"UK",TRUE,"None","Adult",TRUE,1965,"978-0440145462" +627,"Sphere","Michael Crichton","Sci-Fi","English",1987,"Knopf","Scientists discover a giant spacecraft on the ocean floor containing a mysterious sphere.",371,"ocean,aliens,psychology",3.80,"USA",TRUE,"None","Adult",TRUE,1998,"978-0345353146" +628,"The Andromeda Strain","Michael Crichton","Sci-Fi","English",1969,"Knopf","A team of scientists battles a deadly extraterrestrial microorganism.",327,"science,virus,thriller",3.89,"USA",TRUE,"None","Adult",TRUE,1971,"978-0060541811" +629,"Congo","Michael Crichton","Adventure","English",1980,"Knopf","An expedition to the African rainforest searches for diamonds and encounters killer apes.",480,"jungle,technology,apes",3.61,"USA",TRUE,"None","Adult",TRUE,1995,"978-0345378491" +630,"Timeline","Michael Crichton","Sci-Fi","English",1999,"Knopf","Historians travel back to 14th-century France to rescue their professor.",496,"time travel,history,knights",3.85,"USA",TRUE,"None","Adult",TRUE,2003,"978-0345417626" +631,"The Martian Chronicles","Ray Bradbury","Sci-Fi","English",1950,"Doubleday","A collection of stories about the colonization of Mars by humans.",222,"mars,space,short stories",4.13,"USA",TRUE,"None","Adult",TRUE,1980,"978-1451678192" +632,"The Illustrated Man","Ray Bradbury","Sci-Fi","English",1951,"Doubleday","Eighteen science fiction stories framed by a tattooed vagrant.",275,"scifi,tattoos,short stories",4.12,"USA",TRUE,"None","Adult",TRUE,1969,"978-1451678185" +633,"Something Wicked This Way Comes","Ray Bradbury","Fantasy","English",1962,"Simon & Schuster","Two boys encounter a sinister traveling carnival that grants wishes for a price.",293,"horror,carnival,classic",3.94,"USA",TRUE,"None","Young Adult",TRUE,1983,"978-0380729401" +634,"I Am Legend","Richard Matheson","Horror","English",1954,"Gold Medal Books","The last man on Earth hunts vampires while trying to stay sane.",160,"vampires,isolation,scifi",4.00,"USA",TRUE,"None","Adult",TRUE,2007,"978-0765357151" +635,"What Dreams May Come","Richard Matheson","Fantasy","English",1978,"Putnam","A man dies and travels through the afterlife to rescue his wife from hell.",288,"afterlife,love,fantasy",4.11,"USA",TRUE,"None","Adult",TRUE,1998,"978-0765308702" +636,"Contact","Carl Sagan","Sci-Fi","English",1985,"Simon & Schuster","A radio astronomer discovers a signal from extraterrestrial intelligence.",432,"aliens,science,religion",4.13,"USA",TRUE,"Locus Award","Adult",TRUE,1997,"978-0671004101" +637,"World Without End","Ken Follett","Historical Fiction","English",2007,"Dutton","The sequel to The Pillars of the Earth, set 150 years later in Kingsbridge.",1014,"history,architecture,plague",4.26,"UK",TRUE,"None","Adult",TRUE,2012,"978-0451224996" +638,"The Bad Beginning","Lemony Snicket","Children's Fiction","English",1999,"HarperCollins","Three orphans are sent to live with their distant cousin, Count Olaf, who wants their fortune.",162,"humor,gothic,kids",3.94,"USA",TRUE,"None","Children",TRUE,2004,"978-0061148518" +639,"The Reptile Room","Lemony Snicket","Children's Fiction","English",1999,"HarperCollins","The Baudelaire orphans go to live with their uncle who studies snakes.",190,"humor,gothic,kids",3.98,"USA",TRUE,"None","Children",TRUE,2004,"978-0061148532" +640,"Sideways Stories from Wayside School","Louis Sachar","Children's Fiction","English",1978,"Follett","Humorous stories about a school built thirty stories high.",128,"humor,school,absurd",4.16,"USA",TRUE,"None","Children",TRUE,2005,"978-0380731480" +641,"The Jungle","Upton Sinclair","Political Fiction","English",1906,"Doubleday","An exposé of the American meatpacking industry and the plight of immigrants.",375,"history,politics,poverty",3.75,"USA",TRUE,"None","Adult",FALSE,,"978-0486419237" +642,"A Farewell to Arms","Ernest Hemingway","War","English",1929,"Scribner","An American ambulance driver in the Italian Army falls in love with a British nurse.",293,"war,romance,tragedy",3.80,"USA",TRUE,"None","Adult",TRUE,1932,"978-0684801469" +643,"Main Street","Sinclair Lewis","Satire","English",1920,"Harcourt","A young woman struggles against the conformity of small-town America.",451,"classic,satire,society",3.74,"USA",TRUE,"None","Adult",FALSE,,"978-0451525314" +644,"The Duke and I","Julia Quinn","Romance","English",2000,"Avon","Daphne Bridgerton and the Duke of Hastings enter a fake courtship.",384,"romance,regency,family",3.84,"USA",TRUE,"None","Adult",TRUE,2020,"978-0062353597" +645,"The Viscount Who Loved Me","Julia Quinn","Romance","English",2000,"Avon","Anthony Bridgerton decides to marry, but falls for his intended's sister.",378,"romance,regency,enemies to lovers",4.04,"USA",TRUE,"None","Adult",TRUE,2022,"978-0062353641" +646,"The Thorn Birds","Colleen McCullough","Historical Fiction","English",1977,"Harper & Row","A family saga set on a sheep station in the Australian outback.",692,"australia,romance,epic",4.23,"Australia",TRUE,"None","Adult",TRUE,1983,"978-0380018178" +647,"Streets of Laredo","Larry McMurtry","Western","English",1993,"Simon & Schuster","A sequel to Lonesome Dove, featuring Captain Call hunting a bandit.",589,"western,adventure,sequel",4.08,"USA",TRUE,"None","Adult",TRUE,1995,"978-0671792817" +648,"Empire of the Sun","J.G. Ballard","War","English",1984,"Gollancz","A young British boy struggles to survive in a Japanese internment camp in China.",279,"war,survival,semi-autobiographical",3.91,"UK",TRUE,"James Tait Black Prize","Adult",TRUE,1987,"978-0006540939" +649,"Crash","J.G. Ballard","Transgressive","English",1973,"Jonathan Cape","Characters derive sexual arousal from car crashes.",224,"psychology,dark,controversial",3.32,"UK",TRUE,"None","Adult",TRUE,1996,"978-0312420338" +650,"High Rise","J.G. Ballard","Dystopian","English",1975,"Jonathan Cape","Residents of a luxury high-rise building descend into primal chaos.",208,"dystopia,society,class",3.68,"UK",TRUE,"None","Adult",TRUE,2015,"978-0871404022" +651,"The Wise Man's Fear","Patrick Rothfuss","Fantasy","English",2011,"DAW Books","Kvothe continues his education at the University and travels to the Fae realm.",994,"magic,adventure,sequel",4.55,"USA",TRUE,"None","Adult",FALSE,,"978-0756404734" +652,"The Slow Regard of Silent Things","Patrick Rothfuss","Fantasy","English",2014,"DAW Books","A novella exploring the life of Auri, a mysterious character living beneath the University.",159,"magic,lyrical,novella",4.16,"USA",TRUE,"None","Adult",FALSE,,"978-0756411336" +653,"The Dark Forest","Cixin Liu","Sci-Fi","English",2008,"Chongqing Press","Humanity prepares for an alien invasion arriving in 400 years by creating the Wallfacer project.",512,"aliens,strategy,philosophy",4.40,"China",TRUE,"None","Adult",FALSE,,"978-0765377081" +654,"Death's End","Cixin Liu","Sci-Fi","English",2010,"Chongqing Press","The conclusion to the Three-Body trilogy, spanning eras and dimensions.",604,"aliens,time,universe",4.46,"China",TRUE,"Locus Award","Adult",FALSE,,"978-0765377104" +655,"Speaker for the Dead","Orson Scott Card","Sci-Fi","English",1986,"Tor Books","Ender Wiggin tries to understand a new alien species to prevent another xenocide.",415,"aliens,philosophy,sequel",4.06,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0812550757" +656,"Xenocide","Orson Scott Card","Sci-Fi","English",1991,"Tor Books","Ender works to save the Pequeninos and the Hive Queen from a deadly virus.",592,"aliens,virus,philosophy",3.76,"USA",TRUE,"None","Adult",FALSE,,"978-0812509250" +657,"The Gunslinger","Stephen King","Fantasy","English",1982,"Grant","Roland of Gilead pursues the Man in Black across a desert in the first Dark Tower book.",224,"western,fantasy,epic",3.93,"USA",TRUE,"None","Adult",TRUE,2017,"978-0451210845" +658,"The Drawing of the Three","Stephen King","Fantasy","English",1987,"Grant","Roland summons three companions from different eras of New York to help him.",400,"fantasy,time travel,epic",4.22,"USA",TRUE,"None","Adult",FALSE,,"978-0451210852" +659,"The Waste Lands","Stephen King","Fantasy","English",1991,"Grant","Roland and his ka-tet continue their quest towards the Dark Tower.",512,"fantasy,epic,train",4.25,"USA",TRUE,"None","Adult",FALSE,,"978-0451210869" +660,"Doctor Sleep","Stephen King","Horror","English",2013,"Scribner","A sequel to The Shining, following an adult Dan Torrance protecting a girl with powers.",531,"horror,powers,recovery",4.09,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,2019,"978-1476727653" +662,"Time of Contempt","Andrzej Sapkowski","Fantasy","English",1995,"SuperNOWA","Geralt and Yennefer fight to protect Ciri as war erupts across the continent.",331,"magic,war,witcher",4.25,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219136" +663,"Baptism of Fire","Andrzej Sapkowski","Fantasy","English",1996,"SuperNOWA","Geralt assembles a hodgepodge company of allies to find Ciri.",343,"magic,adventure,witcher",4.32,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219181" +664,"The Tower of the Swallow","Andrzej Sapkowski","Fantasy","English",1997,"SuperNOWA","Ciri embraces her dark powers while being hunted by mercenaries.",436,"magic,dark,witcher",4.34,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219143" +665,"Lady of the Lake","Andrzej Sapkowski","Fantasy","English",1999,"SuperNOWA","The conclusion of the Witcher saga involving time travel and the Arthurian legend.",531,"magic,finale,witcher",4.29,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219150" +666,"Sandman, Vol. 1: Preludes & Nocturnes","Neil Gaiman","Graphic Novel","English",1989,"DC Comics","Morpheus, the King of Dreams, is captured and imprisoned for 70 years.",240,"fantasy,comics,mythology",4.23,"USA",TRUE,"None","Adult",TRUE,2022,"978-1401225759" +667,"Sandman, Vol. 2: The Doll's House","Neil Gaiman","Graphic Novel","English",1990,"DC Comics","Morpheus tracks down rogue dreams that escaped the Dreaming.",232,"fantasy,comics,serial killer",4.40,"USA",TRUE,"None","Adult",TRUE,2022,"978-1401227999" +668,"Fun Home: A Family Tragicomic","Alison Bechdel","Graphic Memoir","English",2006,"Houghton Mifflin","A graphic memoir about the author's relationship with her closeted father.",232,"memoir,lgbt,comics",4.08,"USA",TRUE,"Eisner Award","Adult",TRUE,2013,"978-0618871711" +669,"Persepolis 2: The Story of a Return","Marjane Satrapi","Memoir","English",2004,"L'Association","Marjane returns to Iran after living in Europe and struggles to fit in.",187,"memoir,iran,comics",4.36,"France",TRUE,"None","Adult",TRUE,2007,"978-0375714665" +670,"The Hate U Give","Angie Thomas","Young Adult","English",2017,"Balzer + Bray","A teen witnesses the fatal shooting of her childhood friend by a police officer.",444,"racism,activism,family",4.49,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2018,"978-0062498533" +671,"Looking for Alaska","John Green","Young Adult","English",2005,"Dutton","A boy goes to boarding school and falls for the elusive Alaska Young.",221,"teen,romance,tragedy",3.99,"USA",TRUE,"Printz Award","Young Adult",TRUE,2019,"978-0525475064" +672,"Paper Towns","John Green","Young Adult","English",2008,"Dutton","Q goes on a road trip to find his neighbor Margo who disappeared.",305,"mystery,road trip,teen",3.86,"USA",TRUE,"Edgar Award","Young Adult",TRUE,2015,"978-0525478188" +673,"Thirteen Reasons Why","Jay Asher","Young Adult","English",2007,"RazorBill","A high school student receives tapes from a classmate who committed suicide.",288,"suicide,mystery,teen",3.92,"USA",TRUE,"None","Young Adult",TRUE,2017,"978-1595141712" +674,"Miss Peregrine's Home for Peculiar Children","Ransom Riggs","Fantasy","English",2011,"Quirk Books","A boy discovers an abandoned orphanage on a Welsh island with strange inhabitants.",352,"photos,mystery,magic",3.90,"USA",TRUE,"None","Young Adult",TRUE,2016,"978-1594744761" +675,"Hollow City","Ransom Riggs","Fantasy","English",2014,"Quirk Books","The peculiar children flee to London to save their headmistress.",400,"photos,sequel,magic",4.05,"USA",TRUE,"None","Young Adult",FALSE,,"978-1594747359" +676,"The Scorch Trials","James Dashner","Sci-Fi","English",2010,"Delacorte","The Gladers have escaped the Maze but now face a desolate landscape.",361,"dystopia,survival,action",3.90,"USA",TRUE,"None","Young Adult",TRUE,2015,"978-0385738758" +677,"The Death Cure","James Dashner","Sci-Fi","English",2011,"Delacorte","Thomas must survive the final test to find a cure for the Flare.",324,"dystopia,finale,action",3.80,"USA",TRUE,"None","Young Adult",TRUE,2018,"978-0385738772" +678,"Insurgent","Veronica Roth","Dystopian","English",2012,"Katherine Tegen","Tris Prior continues her fight against the faction system.",525,"action,romance,war",4.02,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2015,"978-0062024046" +679,"Allegiant","Veronica Roth","Dystopian","English",2013,"Katherine Tegen","Tris and Four discover the truth about what lies outside the fence.",526,"finale,twist,scifi",3.60,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2016,"978-0062024060" +680,"New Moon","Stephenie Meyer","Romance","English",2006,"Little, Brown","Bella falls into a depression after Edward leaves, befriending werewolf Jacob Black.",563,"vampires,werewolves,romance",3.55,"USA",TRUE,"None","Young Adult",TRUE,2009,"978-0316160193" +681,"Eclipse","Stephenie Meyer","Romance","English",2007,"Little, Brown","Bella must choose between Edward and Jacob while a new threat approaches.",629,"vampires,love triangle,war",3.70,"USA",TRUE,"None","Young Adult",TRUE,2010,"978-0316160209" +682,"Breaking Dawn","Stephenie Meyer","Romance","English",2008,"Little, Brown","The conclusion to the Twilight saga involving marriage, a child, and the Volturi.",756,"vampires,marriage,finale",3.72,"USA",TRUE,"British Book Award","Young Adult",TRUE,2011,"978-0316067928" +683,"A Court of Mist and Fury","Sarah J. Maas","Fantasy","English",2016,"Bloomsbury","Feyre navigates the Night Court and her growing powers.",626,"romance,fae,epic",4.60,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1619634466" +684,"A Court of Wings and Ruin","Sarah J. Maas","Fantasy","English",2017,"Bloomsbury","Feyre returns to the Spring Court to gather information for the coming war.",699,"war,romance,fae",4.46,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1619634480" +685,"Schindler's List","Thomas Keneally","Historical Fiction","English",1982,"Simon & Schuster","The true story of Oskar Schindler, who saved over 1,000 Jews during the Holocaust.",448,"holocaust,history,heroism",4.35,"Australia",TRUE,"Booker Prize","Adult",TRUE,1993,"978-0671880316" +686,"Brooklyn","Colm Tóibín","Historical Fiction","English",2009,"Viking","A young Irish woman emigrates to Brooklyn in the 1950s.",262,"immigration,romance,history",3.92,"Ireland",TRUE,"Costa Novel Award","Adult",TRUE,2015,"978-1439136690" +687,"The Reader","Bernhard Schlink","Historical Fiction","German",1995,"Diogenes","A young man has an affair with an older woman who later goes on trial for Nazi war crimes.",218,"holocaust,law,romance",3.77,"Germany",TRUE,"None","Adult",TRUE,2008,"978-0375707971" +688,"The Sea of Monsters","Rick Riordan","Fantasy","English",2006,"Miramax","Percy Jackson seeks the Golden Fleece to save Camp Half-Blood.",279,"mythology,adventure,sea",4.23,"USA",TRUE,"None","Children",TRUE,2013,"978-0786856862" +689,"The Titan's Curse","Rick Riordan","Fantasy","English",2007,"Hyperion","Percy must rescue the goddess Artemis and his friend Annabeth.",312,"mythology,adventure,prophecy",4.33,"USA",TRUE,"None","Children",FALSE,,"978-1423101451" +690,"The Battle of the Labyrinth","Rick Riordan","Fantasy","English",2008,"Hyperion","Percy navigates Daedalus's labyrinth to stop an invasion.",361,"mythology,maze,action",4.38,"USA",TRUE,"None","Children",FALSE,,"978-1423101468" +691,"The Last Olympian","Rick Riordan","Fantasy","English",2009,"Hyperion","The final battle for Mount Olympus against the Titans.",381,"mythology,finale,war",4.50,"USA",TRUE,"None","Children",FALSE,,"978-1423101475" +692,"Artemis Fowl: The Arctic Incident","Eoin Colfer","Fantasy","English",2002,"Viking","Artemis must team up with the fairies to save his father.",288,"heist,fairies,sequel",3.93,"Ireland",TRUE,"None","Children",FALSE,,"978-0786851478" +693,"The Tipping Point","Malcolm Gladwell","Non-fiction","English",2000,"Little, Brown","How little things can make a big difference in social trends.",301,"sociology,business,psychology",3.98,"Canada",TRUE,"None","Adult",FALSE,,"978-0316316965" +694,"Blink","Malcolm Gladwell","Psychology","English",2005,"Little, Brown","The power of thinking without thinking.",296,"psychology,decision making,science",3.94,"Canada",TRUE,"None","Adult",FALSE,,"978-0316172325" +695,"Nudge","Richard H. Thaler","Economics","English",2008,"Yale University Press","Improving decisions about health, wealth, and happiness.",312,"economics,psychology,politics",3.84,"USA",TRUE,"None","Adult",FALSE,,"978-0143115267" +696,"Predictably Irrational","Dan Ariely","Psychology","English",2008,"HarperCollins","The hidden forces that shape our decisions.",280,"economics,psychology,behavior",4.12,"USA",TRUE,"None","Adult",FALSE,,"978-0061353239" +697,"Men at Arms","Terry Pratchett","Fantasy","English",1993,"Gollancz","The City Watch investigates a series of murders involving a new invention: a 'gonne'.",377,"satire,police,discworld",4.43,"UK",TRUE,"None","Adult",FALSE,,"978-0062225771" +698,"Reaper Man","Terry Pratchett","Fantasy","English",1991,"Gollancz","Death is fired from his job and tries to live as a farmhand.",352,"death,humor,discworld",4.39,"UK",TRUE,"None","Adult",FALSE,,"978-0062225733" +699,"Wyrd Sisters","Terry Pratchett","Fantasy","English",1988,"Gollancz","Three witches get involved in royal politics, parodying Macbeth.",265,"witches,shakespeare,humor",4.24,"UK",TRUE,"None","Adult",TRUE,1997,"978-0062225726" +700,"The Valley of Fear","Arthur Conan Doyle","Detective","English",1915,"Smith, Elder & Co.","Sherlock Holmes solves a murder that is linked to a secret society in America.",320,"mystery,sherlock,classic",4.00,"UK",TRUE,"None","Adult",FALSE,,"978-0140439113" +701,"Foundation and Empire","Isaac Asimov","Sci-Fi","English",1952,"Gnome Press","The Galactic Empire crumbles, but the Foundation faces a new threat: The Mule.",247,"scifi,psychohistory,empire",4.23,"USA",TRUE,"None","Adult",TRUE,2021,"978-0553293371" +702,"Second Foundation","Isaac Asimov","Sci-Fi","English",1953,"Gnome Press","The search for the secret Second Foundation begins as the galaxy hangs in the balance.",225,"scifi,mystery,classic",4.25,"USA",TRUE,"None","Adult",TRUE,2021,"978-0553293364" +703,"Life, the Universe and Everything","Douglas Adams","Sci-Fi","English",1982,"Pan Books","Arthur Dent travels through time to save the universe from the planet Krikkit.",224,"humor,scifi,satire",4.19,"UK",TRUE,"None","Adult",FALSE,,"978-0345391827" +704,"So Long, and Thanks for All the Fish","Douglas Adams","Sci-Fi","English",1984,"Pan Books","Arthur Dent returns to Earth, which has been mysteriously restored.",224,"humor,romance,dolphins",4.11,"UK",TRUE,"None","Adult",FALSE,,"978-0345391834" +705,"The Light Fantastic","Terry Pratchett","Fantasy","English",1986,"Colin Smythe","Rincewind tries to save the Discworld from a collision with a red star.",241,"humor,magic,discworld",3.99,"UK",TRUE,"None","Adult",TRUE,2008,"978-0062225689" +706,"Equal Rites","Terry Pratchett","Fantasy","English",1987,"Gollancz","A dying wizard passes his staff to the eighth son of an eighth son, who turns out to be a girl.",228,"feminism,magic,discworld",4.09,"UK",TRUE,"None","Adult",FALSE,,"978-0062225696" +707,"Sourcery","Terry Pratchett","Fantasy","English",1988,"Gollancz","A sourcerer arrives on the Discworld, threatening to destroy the balance of magic.",243,"humor,magic,discworld",4.04,"UK",TRUE,"None","Adult",FALSE,,"978-0062225702" +708,"Eric","Terry Pratchett","Fantasy","English",1990,"Gollancz","Rincewind is summoned by a demonologist who wants three wishes granted.",160,"humor,faust,discworld",3.93,"UK",TRUE,"None","Adult",FALSE,,"978-0062225740" +709,"The Testaments","Margaret Atwood","Dystopian","English",2019,"McClelland & Stewart","The sequel to The Handmaid's Tale, told by three women in Gilead.",419,"dystopia,feminism,sequel",4.18,"Canada",TRUE,"Booker Prize","Adult",FALSE,,"978-0385543781" +710,"Oryx and Crake","Margaret Atwood","Sci-Fi","English",2003,"McClelland & Stewart","A plague has wiped out humanity, leaving one man and a race of genetic splices.",376,"dystopia,science,apocalypse",4.01,"Canada",TRUE,"Booker Prize Shortlist","Adult",FALSE,,"978-0385721677" +711,"The Blind Assassin","Margaret Atwood","Historical Fiction","English",2000,"McClelland & Stewart","A memoir of two sisters interspersed with a sci-fi novel written by one of them.",521,"mystery,history,complex",3.96,"Canada",TRUE,"Booker Prize","Adult",FALSE,,"978-0385720953" +712,"Alias Grace","Margaret Atwood","Historical Fiction","English",1996,"McClelland & Stewart","A fictionalized account of the 1843 murders of Thomas Kinnear and his housekeeper.",468,"crime,history,canada",4.03,"Canada",TRUE,"Giller Prize","Adult",TRUE,2017,"978-0385490443" +713,"Artemis","Andy Weir","Sci-Fi","English",2017,"Crown","A smuggler on the first lunar city gets involved in a conspiracy.",305,"moon,heist,science",3.67,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0553448122" +714,"Seveneves","Neal Stephenson","Sci-Fi","English",2015,"William Morrow","The moon blows up, and humanity must survive in space for 5,000 years.",880,"space,apocalypse,hard scifi",3.99,"USA",TRUE,"None","Adult",FALSE,,"978-0062190376" +715,"Cryptonomicon","Neal Stephenson","Historical Fiction","English",1999,"Avon","WWII codebreakers and 90s internet entrepreneurs shape the future of cryptography.",1139,"tech,history,coding",4.24,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-0380973464" +717,"Count Zero","William Gibson","Cyberpunk","English",1986,"Gollancz","Three stories intertwine in a corporate-dominated future.",256,"cyberpunk,ai,hacker",3.93,"USA",TRUE,"None","Adult",FALSE,,"978-0441117734" +718,"Mona Lisa Overdrive","William Gibson","Cyberpunk","English",1988,"Gollancz","The conclusion to the Sprawl trilogy involving a young girl and a ghostly cyberspace.",260,"cyberpunk,scifi,sequel",3.90,"USA",TRUE,"None","Adult",FALSE,,"978-0553281743" +719,"The Magicians","Lev Grossman","Fantasy","English",2009,"Viking","A young man attends a secret college of magic in New York.",402,"magic,dark,narnia-esque",3.51,"USA",TRUE,"Alex Award","Adult",TRUE,2015,"978-0452296299" +720,"Prince Caspian","C.S. Lewis","Fantasy","English",1951,"Geoffrey Bles","The Pevensie children return to Narnia to help Prince Caspian take his throne.",223,"magic,classic,adventure",3.98,"UK",TRUE,"None","Children",TRUE,2008,"978-0064405003" +721,"The Voyage of the Dawn Treader","C.S. Lewis","Fantasy","English",1952,"Geoffrey Bles","Lucy, Edmund, and Eustace sail to the end of the world.",248,"sea,adventure,magic",4.09,"UK",TRUE,"None","Children",TRUE,2010,"978-0064405027" +722,"The Silver Chair","C.S. Lewis","Fantasy","English",1953,"Geoffrey Bles","Eustace and Jill Pole are sent to find the missing Prince Rilian.",217,"magic,quest,classic",3.96,"UK",TRUE,"None","Children",TRUE,1990,"978-0064405041" +723,"The Horse and His Boy","C.S. Lewis","Fantasy","English",1954,"Geoffrey Bles","A boy and a talking horse escape from Calormen to Narnia.",199,"adventure,horses,classic",3.92,"UK",TRUE,"None","Children",FALSE,,"978-0064405010" +724,"La Belle Sauvage","Philip Pullman","Fantasy","English",2017,"Knopf","The first volume of The Book of Dust, set before His Dark Materials.",451,"magic,prequel,adventure",4.05,"UK",TRUE,"None","Young Adult",FALSE,,"978-0375815300" +725,"Cujo","Stephen King","Horror","English",1981,"Viking","A friendly St. Bernard contracts rabies and terrorizes a woman and her son.",309,"horror,dog,tension",3.68,"USA",TRUE,"None","Adult",TRUE,1983,"978-0451161352" +726,"Firestarter","Stephen King","Sci-Fi","English",1980,"Viking","A girl with pyrokinesis is hunted by a secret government agency.",403,"powers,thriller,conspiracy",3.86,"USA",TRUE,"None","Adult",TRUE,1984,"978-1501143793" +727,"The Dead Zone","Stephen King","Thriller","English",1979,"Viking","A man wakes from a coma with the ability to see the future.",402,"powers,politics,thriller",3.95,"USA",TRUE,"None","Adult",TRUE,1983,"978-1501143823" +728,"Thinner","Stephen King","Horror","English",1984,"NAL Books","A lawyer is cursed by a gypsy to lose weight uncontrollably.",309,"horror,curse,thriller",3.63,"USA",TRUE,"None","Adult",TRUE,1996,"978-1501144172" +729,"Sputnik Sweetheart","Haruki Murakami","Fiction","Japanese",1999,"Kodansha","A young teacher disappears on a Greek island, leaving behind a mystery.",210,"japan,mystery,love",3.82,"Japan",TRUE,"None","Adult",FALSE,,"978-0375726057" +730,"After Dark","Haruki Murakami","Magical Realism","Japanese",2004,"Kodansha","Encounters in Tokyo during the hours between midnight and dawn.",191,"japan,night,surreal",3.74,"Japan",TRUE,"None","Adult",FALSE,,"978-0307389886" +731,"Demons","Fyodor Dostoevsky","Political Fiction","English",1872,"The Russian Messenger","A group of radicals plots to overthrow the government and society.",768,"russia,politics,philosophy",4.27,"Russia",TRUE,"None","Adult",FALSE,,"978-0679734512" +732,"The Death of Ivan Ilyich","Leo Tolstoy","Novella","Russian",1886,"Unknown","A high-court judge confronts his mortality as he lies dying.",86,"death,philosophy,classic",4.05,"Russia",TRUE,"None","Adult",TRUE,1985,"978-0307951335" +733,"Resurrection","Leo Tolstoy","Fiction","Russian",1899,"Niva","A nobleman seeks redemption for a sin he committed years ago.",503,"russia,redemption,justice",3.94,"Russia",TRUE,"None","Adult",TRUE,1960,"978-0140449945" +734,"The Fall","Albert Camus","Philosophy","French",1956,"Gallimard","A lawyer reflects on his life and the hypocrisy of human nature.",147,"existentialism,monologue,philosophy",4.04,"France",TRUE,"Nobel Prize","Adult",FALSE,,"978-0679720225" +735,"No Exit","Jean-Paul Sartre","Play","French",1944,"Gallimard","Three damned souls are locked in a room together for eternity.",60,"existentialism,play,hell",4.07,"France",TRUE,"Nobel Prize","Adult",TRUE,1954,"978-0679725169" +736,"Death of a Salesman","Arthur Miller","Play","English",1949,"Viking","An aging salesman realizes his life has been a failure.",144,"play,tragedy,american dream",3.76,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1985,"978-0140481341" +737,"The Crucible","Arthur Miller","Play","English",1953,"Viking","A dramatization of the Salem witch trials as an allegory for McCarthyism.",143,"play,history,hysteria",4.06,"USA",TRUE,"Tony Award","Adult",TRUE,1996,"978-0140481389" +738,"A Streetcar Named Desire","Tennessee Williams","Play","English",1947,"New Directions","A fading Southern belle moves in with her sister and brutish brother-in-law.",107,"play,drama,south",3.98,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1951,"978-0811216024" +739,"Cat on a Hot Tin Roof","Tennessee Williams","Play","English",1955,"New Directions","A wealthy Southern family confronts lies and secrets on a birthday.",173,"play,family,drama",4.06,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1958,"978-0811216017" +740,"The Pearl","John Steinbeck","Parable","English",1947,"Viking","A poor diver finds a magnificent pearl that brings him nothing but evil.",96,"classic,greed,tragedy",3.44,"USA",TRUE,"None","Adult",TRUE,1947,"978-0140177374" +741,"Cannery Row","John Steinbeck","Fiction","English",1945,"Viking","A portrait of the inhabitants of a street in Monterey, California.",181,"classic,humor,community",4.03,"USA",TRUE,"None","Adult",TRUE,1982,"978-0140177381" +742,"The Red Pony","John Steinbeck","Novella","English",1933,"Covici Friede","Four stories about a boy growing up on a ranch in California.",95,"classic,coming-of-age,horses",3.39,"USA",TRUE,"None","Children",TRUE,1949,"978-0140177367" +743,"Stuart Little","E.B. White","Children's Fiction","English",1945,"Harper & Brothers","A mouse born to human parents has adventures in New York.",131,"animals,classic,kids",3.85,"USA",TRUE,"None","Children",TRUE,1999,"978-0064400565" +744,"The Trumpet of the Swan","E.B. White","Children's Fiction","English",1970,"Harper & Row","A mute swan learns to play the trumpet to woo a mate.",252,"animals,music,classic",4.06,"USA",TRUE,"None","Children",TRUE,2001,"978-0064408677" +745,"Mythology","Edith Hamilton","Non-fiction","English",1942,"Little, Brown","A timeless collection of Greek, Roman, and Norse myths.",497,"mythology,history,classic",4.14,"USA",TRUE,"None","Adult",FALSE,,"978-0316223331" +746,"Norse Mythology","Neil Gaiman","Fantasy","English",2017,"W. W. Norton","A retelling of the myths of Odin, Thor, and Loki.",301,"mythology,fantasy,retelling",4.09,"UK",TRUE,"None","Adult",FALSE,,"978-0393609097" +747,"Silent Spring","Rachel Carson","Non-fiction","English",1962,"Houghton Mifflin","A book that launched the environmental movement by exposing the dangers of pesticides.",368,"science,environment,classic",4.16,"USA",TRUE,"National Book Award Nominee","Adult",FALSE,,"978-0618249060" +748,"Saga, Vol. 1","Brian K. Vaughan","Graphic Novel","English",2012,"Image Comics","Two soldiers from warring races fall in love and flee to keep their child safe.",160,"scifi,fantasy,comics",4.53,"USA",TRUE,"Hugo,Eisner","Adult",FALSE,,"978-1607066019" +749,"The Woman in Cabin 10","Ruth Ware","Thriller","English",2016,"Harvill Secker","A travel journalist witnesses a woman being thrown overboard on a luxury cruise.",340,"mystery,cruise,suspense",3.68,"UK",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1501132933" +750,"Verity","Colleen Hoover","Thriller","English",2018,"Independently published","A writer is hired to complete the remaining books of an injured author and uncovers a dark autobiography.",314,"thriller,romance,twist",4.37,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1791392796" +751,"Inferno","Dan Brown","Thriller","English",2013,"Doubleday","Robert Langdon wakes up in a hospital in Florence with no memory and a target on his back.",461,"mystery,dante,italy",3.86,"USA",TRUE,"None","Adult",TRUE,2016,"978-0385537858" +752,"Origin","Dan Brown","Thriller","English",2017,"Doubleday","Langdon attends an event in Spain where a futurist plans to reveal a discovery that will change science.",461,"mystery,science,spain",3.83,"USA",TRUE,"None","Adult",FALSE,,"978-0385514231" +753,"The Shadow Rising","Robert Jordan","Fantasy","English",1992,"Tor Books","Rand al'Thor travels to the Aiel Waste to prove he is the true Dragon Reborn.",1001,"epic,desert,magic",4.27,"USA",TRUE,"None","Adult",TRUE,2021,"978-0312854317" +754,"The Fires of Heaven","Robert Jordan","Fantasy","English",1993,"Tor Books","Rand leads the Aiel out of the Waste to conquer the Westlands.",912,"epic,war,politics",4.23,"USA",TRUE,"None","Adult",TRUE,2021,"978-0312854270" +755,"Night Watch","Terry Pratchett","Fantasy","English",2002,"Doubleday","Commander Vimes is sent back in time to his own past in Ankh-Morpork.",480,"time travel,police,discworld",4.50,"UK",TRUE,"Prometheus Award","Adult",FALSE,,"978-0060013117" +756,"Thud!","Terry Pratchett","Fantasy","English",2005,"Doubleday","Tensions rise between dwarfs and trolls as the anniversary of a famous battle approaches.",373,"mystery,fantasy,discworld",4.33,"UK",TRUE,"None","Adult",FALSE,,"978-0060815308" +757,"The Moon Is a Harsh Mistress","Robert A. Heinlein","Sci-Fi","English",1966,"Putnam","A lunar colony revolts against Earth with the help of a supercomputer.",382,"politics,moon,revolution",4.16,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0312863555" +758,"Fragile Things","Neil Gaiman","Short Stories","English",2006,"William Morrow","A collection of short stories and poetry involving Sherlock Holmes, the Matrix, and more.",360,"fantasy,horror,anthology",4.03,"UK",TRUE,"Locus Award","Adult",FALSE,,"978-0060515225" +759,"Elantris","Brandon Sanderson","Fantasy","English",2005,"Tor Books","A city of gods becomes a city of the damned, and a prince is exiled there.",638,"magic,zombies,politics",4.18,"USA",TRUE,"None","Adult",FALSE,,"978-0765350374" +760,"Warbreaker","Brandon Sanderson","Fantasy","English",2009,"Tor Books","Two sisters are entangled in the politics of a city ruled by living gods.",688,"magic,color,sisters",4.26,"USA",TRUE,"None","Adult",FALSE,,"978-0765320308" +761,"The Great Alone","Kristin Hannah","Historical Fiction","English",2018,"St. Martin's Press","A POW veteran moves his family to the harsh wilderness of Alaska to find peace.",440,"alaska,survival,family",4.34,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0312577230" +762,"The Four Winds","Kristin Hannah","Historical Fiction","English",2021,"St. Martin's Press","A woman must make a desperate choice to save her family during the Great Depression Dust Bowl.",464,"history,poverty,resilience",4.29,"USA",TRUE,"None","Adult",FALSE,,"978-1250178602" +763,"Bad Blood: Secrets and Lies in a Silicon Valley Startup","John Carreyrou","Non-fiction","English",2018,"Knopf","The rise and fall of Theranos and its founder Elizabeth Holmes.",339,"crime,business,tech",4.38,"USA",TRUE,"Financial Times Book of the Year","Adult",TRUE,2019,"978-1524731656" +764,"Empire of Pain","Patrick Radden Keefe","Non-fiction","English",2021,"Doubleday","The secret history of the Sackler dynasty and their role in the opioid crisis.",535,"history,business,crime",4.56,"USA",TRUE,"Baillie Gifford Prize","Adult",FALSE,,"978-0385545686" +765,"Say Nothing","Patrick Radden Keefe","Non-fiction","English",2018,"Doubleday","A true story of murder and memory in Northern Ireland during The Troubles.",441,"history,crime,ireland",4.49,"USA",TRUE,"Orwell Prize","Adult",FALSE,,"978-0385521314" +766,"The Spanish Love Deception","Elena Armas","Romance","English",2021,"Simon & Schuster","A woman fakes a relationship with her nemesis for a wedding in Spain.",482,"romance,fake dating,spain",3.92,"Spain",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1665912487" +767,"It Happened One Summer","Tessa Bailey","Romance","English",2021,"Avon","A Hollywood 'It Girl' is cut off and sent to run a dive bar in a fishing town.",397,"romance,schitt's creek,summer",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0063045651" +768,"The Unhoneymooners","Christina Lauren","Romance","English",2019,"Gallery Books","Two enemies must pretend to be a married couple on a free honeymoon trip.",400,"romance,enemies to lovers,humor",4.04,"USA",TRUE,"None","Adult",FALSE,,"978-1501128035" +769,"People We Meet on Vacation","Emily Henry","Romance","English",2021,"Berkley","Two best friends with opposite personalities take one last summer trip together.",364,"romance,friends to lovers,travel",4.03,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1984806758" +770,"Happy Place","Emily Henry","Romance","English",2023,"Berkley","A broken-up couple pretends to still be together for their friends' annual week at a cottage.",400,"romance,second chance,summer",4.16,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593441275" +771,"Malibu Rising","Taylor Jenkins Reid","Historical Fiction","English",2021,"Ballantine","Four famous siblings throw an epic party in 1983 Malibu that ends in fire.",369,"family,drama,80s",4.07,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1524798659" +772,"Carrie Soto Is Back","Taylor Jenkins Reid","Fiction","English",2022,"Ballantine","A retired tennis player returns for one last slam to defend her record.",384,"sports,tennis,ambition",4.22,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593356678" +773,"The Outsider","Stephen King","Horror","English",2018,"Scribner","An investigation into a gruesome murder leads to an impossible suspect.",561,"crime,horror,supernatural",3.98,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2020,"978-1501180989" +774,"11/22/63","Stephen King","Sci-Fi","English",2011,"Scribner","A teacher travels back in time to prevent the assassination of John F. Kennedy.",849,"time travel,history,thriller",4.30,"USA",TRUE,"Locus Award","Adult",TRUE,2016,"978-1451627282" +775,"Under the Dome","Stephen King","Sci-Fi","English",2009,"Scribner","An invisible force field seals off a small town in Maine.",1074,"sci-fi,survival,politics",3.92,"USA",TRUE,"None","Adult",TRUE,2013,"978-1439148501" +776,"Bag of Bones","Stephen King","Horror","English",1998,"Scribner","A grieving writer is haunted by ghosts at his summer home.",529,"ghosts,mystery,romance",3.90,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,2011,"978-0684853505" +777,"Needful Things","Stephen King","Horror","English",1991,"Viking","A new shop opens in Castle Rock, selling customers exactly what they desire for a price.",690,"horror,small town,chaos",3.93,"USA",TRUE,"None","Adult",TRUE,1993,"978-0670839537" +778,"Christine","Stephen King","Horror","English",1983,"Viking","A teenager buys a vintage car that has an evil mind of its own.",526,"horror,cars,classic",3.79,"USA",TRUE,"None","Adult",TRUE,1983,"978-0670220267" +779,"The Giving Tree","Shel Silverstein","Children's Fiction","English",1964,"Harper & Row","A parable about the relationship between a boy and a tree.",64,"classic,picture book,sad",4.37,"USA",TRUE,"None","Children",FALSE,,"978-0060256654" +780,"Where the Sidewalk Ends","Shel Silverstein","Poetry","English",1974,"Harper & Row","A collection of humorous and whimsical poems and drawings.",166,"poetry,humor,kids",4.30,"USA",TRUE,"None","Children",FALSE,,"978-0060256678" +781,"Corduroy","Don Freeman","Children's Fiction","English",1968,"Viking","A teddy bear in a department store searches for his missing button.",32,"classic,bears,friendship",4.29,"USA",TRUE,"None","Children",TRUE,1984,"978-0670241330" +782,"Alexander and the Terrible, Horrible, No Good, Very Bad Day","Judith Viorst","Children's Fiction","English",1972,"Atheneum","A boy has a day where everything goes wrong.",32,"classic,humor,kids",4.22,"USA",TRUE,"None","Children",TRUE,2014,"978-0689714346" +783,"Madeline","Ludwig Bemelmans","Children's Fiction","English",1939,"Simon & Schuster","A story about a brave girl in a Catholic boarding school in Paris.",44,"paris,classic,rhyme",4.14,"France",TRUE,"Caldecott Honor","Children",TRUE,1998,"978-0140564393" +784,"Curious George","H.A. Rey","Children's Fiction","English",1941,"Houghton Mifflin","A monkey is brought from Africa to the city by the Man with the Yellow Hat.",64,"classic,animals,monkey",4.13,"USA",TRUE,"None","Children",TRUE,2006,"978-0395159934" +785,"Cloudy with a Chance of Meatballs","Judi Barrett","Children's Fiction","English",1978,"Atheneum","A town where food falls from the sky like weather.",32,"classic,food,humor",4.20,"USA",TRUE,"None","Children",TRUE,2009,"978-0689306473" +786,"The Spy and the Traitor","Ben Macintyre","Non-fiction","English",2018,"Viking","The true story of Oleg Gordievsky, a KGB double agent for MI6.",384,"spy,cold war,history",4.54,"UK",TRUE,"Baillie Gifford Shortlist","Adult",FALSE,,"978-1101904190" +787,"Operation Mincemeat","Ben Macintyre","Non-fiction","English",2010,"Bloomsbury","A WWII deception operation involving a dead body and fake documents.",400,"war,history,spy",4.32,"UK",TRUE,"None","Adult",TRUE,2021,"978-1408809211" +788,"The Likeness","Tana French","Mystery","English",2008,"Viking","A detective goes undercover as a victim who looks exactly like her.",466,"crime,ireland,undercover",4.07,"Ireland",TRUE,"None","Adult",TRUE,2019,"978-0143115625" +789,"Faithful Place","Tana French","Mystery","English",2010,"Viking","A detective discovers his childhood sweetheart's suitcase in an old house 22 years after she vanished.",400,"crime,ireland,family",4.06,"Ireland",TRUE,"None","Adult",TRUE,2019,"978-0143119494" +790,"Gone Baby Gone","Dennis Lehane","Thriller","English",1998,"William Morrow","Private investigators search for a missing four-year-old girl in Boston.",414,"crime,boston,kidnap",4.13,"USA",TRUE,"None","Adult",TRUE,2007,"978-0062068408" +791,"The Girl Who Kicked the Hornet's Nest","Stieg Larsson","Crime","English",2007,"Norstedts","Lisbeth Salander fights for her life and justice against a secret government section.",563,"hacker,sweden,conspiracy",4.22,"Sweden",TRUE,"None","Adult",TRUE,2009,"978-0307454560" +792,"Before the Fall","Noah Hawley","Thriller","English",2016,"Grand Central","A private plane crashes, leaving only two survivors, raising questions about what happened.",400,"mystery,survival,media",3.73,"USA",TRUE,"Edgar Award","Adult",FALSE,,"978-1455561780" +793,"The Snowman","Jo Nesbø","Crime","Norwegian",2007,"Aschehoug","Detective Harry Hole hunts a serial killer who builds snowmen at crime scenes.",383,"crime,norway,serial killer",4.03,"Norway",TRUE,"None","Adult",TRUE,2017,"978-0307595861" +794,"The Redbreast","Jo Nesbø","Crime","Norwegian",2000,"Aschehoug","Harry Hole investigates a rare rifle that points to a neo-Nazi conspiracy.",518,"crime,norway,history",4.00,"Norway",TRUE,"Glass Key Award","Adult",FALSE,,"978-0062266859" +795,"Headhunters","Jo Nesbø","Thriller","Norwegian",2008,"Aschehoug","A corporate headhunter steals art to fund his lavish lifestyle but picks the wrong target.",304,"crime,heist,norway",3.84,"Norway",TRUE,"None","Adult",TRUE,2011,"978-0307957184" +796,"Magpie Murders","Anthony Horowitz","Mystery","English",2016,"Orion","An editor reads a manuscript that contains a hidden real-life mystery.",496,"mystery,meta,whodunit",4.11,"UK",TRUE,"None","Adult",TRUE,2022,"978-0062645227" +797,"The Word Is Murder","Anthony Horowitz","Mystery","English",2017,"Century","The author Anthony Horowitz inserts himself into the story to solve a murder.",390,"mystery,meta,sherlock",4.05,"UK",TRUE,"None","Adult",FALSE,,"978-0062676788" +798,"The House of Silk","Anthony Horowitz","Mystery","English",2011,"Orion","A new Sherlock Holmes novel authorized by the Conan Doyle estate.",294,"mystery,sherlock,pastiche",3.99,"UK",TRUE,"None","Adult",FALSE,,"978-0316196994" +799,"Moriarty","Anthony Horowitz","Mystery","English",2014,"Orion","A Pinkerton agent and a Scotland Yard inspector hunt for Moriarty's successor.",285,"mystery,sherlock,villain",3.75,"UK",TRUE,"None","Adult",FALSE,,"978-0062377180" +800,"Nine Perfect Strangers","Liane Moriarty","Thriller","English",2018,"Pan Macmillan","Nine strangers gather at a remote health resort that isn't what it seems.",451,"mystery,resort,wellness",3.49,"Australia",TRUE,"Goodreads Choice Nominee","Adult",TRUE,2021,"978-1250069825" +801,"Tell No One","Harlan Coben","Thriller","English",2001,"Delacorte","A pediatrician receives a video showing his wife, who was murdered eight years ago, is still alive.",339,"mystery,twist,romance",4.13,"USA",TRUE,"None","Adult",TRUE,2006,"978-0440245902" +802,"The Stranger","Harlan Coben","Thriller","English",2015,"Dutton","A stranger approaches a man and reveals a shocking secret about his wife.",386,"mystery,secrets,family",3.96,"USA",TRUE,"None","Adult",TRUE,2020,"978-0525953500" +803,"The Lincoln Lawyer","Michael Connelly","Crime","English",2005,"Little, Brown","A criminal defense attorney operates out of the back of his Lincoln Town Car.",404,"legal,crime,los angeles",4.18,"USA",TRUE,"Shamus Award","Adult",TRUE,2011,"978-0316734938" +804,"The Black Echo","Michael Connelly","Crime","English",1992,"Little, Brown","Detective Harry Bosch discovers a dead body in a drainpipe that links to a bank robbery.",482,"crime,detective,noir",4.14,"USA",TRUE,"Edgar Award","Adult",TRUE,2014,"978-0316069434" +805,"The Poet","Michael Connelly","Thriller","English",1996,"Little, Brown","A reporter investigates the suicide of his brother and uncovers a serial killer targeting cops.",448,"crime,serial killer,mystery",4.26,"USA",TRUE,"Anthony Award","Adult",FALSE,,"978-0446602617" +806,"Along Came a Spider","James Patterson","Thriller","English",1993,"Little, Brown","Detective Alex Cross hunts a serial kidnapper who has taken two children.",435,"crime,detective,suspense",4.09,"USA",TRUE,"None","Adult",TRUE,2001,"978-0446364195" +807,"Kiss the Girls","James Patterson","Thriller","English",1995,"Little, Brown","Alex Cross investigates a series of kidnappings in North Carolina.",464,"crime,serial killer,mystery",4.13,"USA",TRUE,"None","Adult",TRUE,1997,"978-0446601245" +808,"The Bone Collector","Jeffery Deaver","Thriller","English",1997,"Viking","A quadriplegic criminologist tracks a serial killer in New York City.",528,"crime,forensics,mystery",4.19,"USA",TRUE,"Nero Award","Adult",TRUE,1999,"978-0451488855" +809,"Presumed Innocent","Scott Turow","Legal Thriller","English",1987,"Farrar, Straus & Giroux","A prosecutor is charged with the murder of his colleague and mistress.",421,"legal,courtroom,mystery",4.05,"USA",TRUE,"Silver Dagger","Adult",TRUE,1990,"978-0446359863" +810,"Defending Jacob","William Landay","Legal Thriller","English",2012,"Delacorte","An assistant DA's son is accused of murdering a classmate.",421,"legal,family,crime",4.04,"USA",TRUE,"Strand Critics Award","Adult",TRUE,2020,"978-0345533666" +811,"Mystic River","Dennis Lehane","Thriller","English",2001,"William Morrow","Three childhood friends are reunited by a tragedy in Boston.",401,"crime,boston,tragedy",4.18,"USA",TRUE,"Dilys Award","Adult",TRUE,2003,"978-0060584757" +812,"The Given Day","Dennis Lehane","Historical Fiction","English",2008,"William Morrow","A story of Boston at the end of WWI, involving strikes, radicals, and baseball.",702,"history,boston,epic",4.12,"USA",TRUE,"None","Adult",FALSE,,"978-0061584893" +813,"The Couple Next Door","Shari Lapena","Thriller","English",2016,"Pamela Dorman","A baby is kidnapped from her crib while her parents are at a dinner party next door.",308,"mystery,kidnap,twist",3.82,"Canada",TRUE,"None","Adult",FALSE,,"978-0735221086" +814,"Behind Closed Doors","B.A. Paris","Thriller","English",2016,"St. Martin's Press","A seemingly perfect marriage hides a terrifying secret of control and abuse.",293,"mystery,psychology,suspense",4.00,"UK",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1250111326" +815,"The Last Thing He Told Me","Laura Dave","Thriller","English",2021,"Simon & Schuster","A woman searches for the truth about her husband after he disappears leaving a cryptic note.",303,"mystery,family,secrets",3.84,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2023,"978-1501171345" +816,"Then She Was Gone","Lisa Jewell","Thriller","English",2017,"Century","A mother meets a man whose daughter looks exactly like her own missing child.",359,"mystery,missing person,twist",4.07,"UK",TRUE,"None","Adult",FALSE,,"978-1501154645" +817,"The Family Upstairs","Lisa Jewell","Thriller","English",2019,"Atria","A woman inherits a house in Chelsea and uncovers its dark history of cult-like occupants.",336,"mystery,dark,cult",3.99,"UK",TRUE,"None","Adult",FALSE,,"978-1501190100" +818,"Local Woman Missing","Mary Kubica","Thriller","English",2021,"Park Row","Secrets revealed when a missing girl returns home after 11 years.",352,"mystery,kidnap,twist",4.10,"USA",TRUE,"None","Adult",FALSE,,"978-0778389446" +819,"The Good Girl","Mary Kubica","Thriller","English",2014,"Mira","A kidnapping story told from multiple perspectives with a nonlinear timeline.",352,"mystery,kidnap,twist",3.97,"USA",TRUE,"None","Adult",FALSE,,"978-0778316558" +820,"The Silent Wife","A.S.A. Harrison","Thriller","English",2013,"Penguin Canada","A chilling portrait of a marriage heading towards murder.",326,"mystery,marriage,psychology",3.60,"Canada",TRUE,"None","Adult",FALSE,,"978-0143123231" +821,"Anatomy of a Scandal","Sarah Vaughan","Thriller","English",2018,"Simon & Schuster","A politician's marriage unravels when he is accused of a terrible crime.",392,"legal,politics,marriage",3.79,"UK",TRUE,"None","Adult",TRUE,2022,"978-1501172168" +822,"Apple Tree Yard","Louise Doughty","Thriller","English",2013,"Faber & Faber","A respected scientist has an affair that leads to a violent crime and a trial.",336,"crime,affair,courtroom",3.60,"UK",TRUE,"None","Adult",TRUE,2017,"978-0571297887" +823,"The Girl Before","JP Delaney","Thriller","English",2017,"Quercus","Two women, separated by time, live in the same minimalist house with strict rules.",341,"mystery,architecture,suspense",3.80,"UK",TRUE,"None","Adult",TRUE,2021,"978-0425285046" +824,"On Chesil Beach","Ian McEwan","Fiction","English",2007,"Jonathan Cape","A young couple's wedding night in 1962 is ruined by their fear of intimacy.",166,"romance,history,novella",3.44,"UK",TRUE,"Booker Prize Shortlist","Adult",TRUE,2017,"978-0307386175" +825,"Amsterdam","Ian McEwan","Fiction","English",1998,"Jonathan Cape","Two friends make a euthanasia pact that goes horribly wrong.",193,"satire,morality,tragedy",3.45,"UK",TRUE,"Booker Prize","Adult",FALSE,,"978-0385494243" +826,"The Children Act","Ian McEwan","Fiction","English",2014,"Jonathan Cape","A judge must decide whether to force a sick teenager to have a blood transfusion against his religion.",224,"law,ethics,religion",3.87,"UK",TRUE,"None","Adult",TRUE,2018,"978-0385539708" +827,"Beatrice and Virgil","Yann Martel","Fiction","English",2010,"Spiegel & Grau","An author encounters a taxidermist writing a play about a donkey and a monkey.",213,"allegory,holocaust,animals",3.14,"Canada",TRUE,"None","Adult",FALSE,,"978-1400069262" +828,"The Starless Sea","Erin Morgenstern","Fantasy","English",2019,"Doubleday","A student finds a book describing his own life and enters a hidden underground world.",498,"magic,books,mystery",3.91,"USA",TRUE,"Dragon Award Nominee","Adult",FALSE,,"978-0385541213" +829,"The Glass Hotel","Emily St. John Mandel","Fiction","English",2020,"Knopf","A novel about a Ponzi scheme and the mysterious disappearance of a woman at sea.",302,"mystery,fraud,ghosts",3.83,"Canada",TRUE,"None","Adult",FALSE,,"978-0525521143" +830,"Utopia Avenue","David Mitchell","Historical Fiction","English",2020,"Sceptre","The rise and fall of a psychedelic folk-rock band in late 1960s London.",574,"music,60s,band",4.11,"UK",TRUE,"None","Adult",FALSE,,"978-0812997439" +831,"Dandelion Wine","Ray Bradbury","Fiction","English",1957,"Doubleday","A semi-autobiographical novel about a magical summer in 1928 Illinois.",239,"summer,childhood,nostalgia",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-0553277531" +832,"The Sirens of Titan","Kurt Vonnegut","Sci-Fi","English",1959,"Delacorte","A space odyssey involving a Martian invasion and the purpose of human history.",326,"satire,space,philosophy",4.16,"USA",TRUE,"Hugo Nominee","Adult",FALSE,,"978-0385333498" +833,"Mother Night","Kurt Vonnegut","Historical Fiction","English",1961,"Gold Medal Books","An American spy in Nazi Germany becomes a propaganda radio star.",282,"war,satire,spy",4.22,"USA",TRUE,"None","Adult",TRUE,1996,"978-0385334143" +834,"Player Piano","Kurt Vonnegut","Dystopian","English",1952,"Scribner","In a future where machines do all the work, an engineer rebels.",320,"dystopia,automation,satire",3.93,"USA",TRUE,"None","Adult",FALSE,,"978-0385333788" +835,"Galápagos","Kurt Vonnegut","Sci-Fi","English",1985,"Delacorte","The story of a small group of humans who survive the apocalypse and evolve into seal-like creatures.",324,"evolution,satire,apocalypse",3.89,"USA",TRUE,"None","Adult",FALSE,,"978-0385333870" +836,"God Bless You, Mr. Rosewater","Kurt Vonnegut","Satire","English",1965,"Holt, Rinehart and Winston","A millionaire philanthropist tries to do good in a world that thinks he's crazy.",275,"money,satire,humor",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0385333474" +837,"Chocolat","Joanne Harris","Magical Realism","English",1999,"Doubleday","A woman opens a chocolate shop in a repressed French village during Lent.",306,"food,france,romance",3.99,"UK",TRUE,"Whitbread Nominee","Adult",TRUE,2000,"978-0552998482" +838,"The Hundred-Foot Journey","Richard C. Morais","Fiction","English",2008,"Scribner","An Indian boy becomes a chef in France, sparking a rivalry with a local restaurant.",256,"food,france,india",3.84,"USA",TRUE,"None","Adult",TRUE,2014,"978-1439165652" +839,"Bastard Out of Carolina","Dorothy Allison","Fiction","English",1992,"Dutton","A young girl grows up in poverty and abuse in South Carolina.",309,"poverty,abuse,south",4.12,"USA",TRUE,"National Book Award Finalist","Adult",TRUE,1996,"978-0452269576" +840,"Practical Magic","Alice Hoffman","Magical Realism","English",1995,"Putnam","Two sisters from a family of witches try to escape their magical heritage.",286,"magic,sisters,romance",3.85,"USA",TRUE,"None","Adult",TRUE,1998,"978-0425190371" +841,"The Rules of Magic","Alice Hoffman","Fantasy","English",2017,"Simon & Schuster","The prequel to Practical Magic, set in 1960s New York.",369,"magic,prequel,history",4.10,"USA",TRUE,"None","Adult",FALSE,,"978-1501137488" +842,"The Dovekeepers","Alice Hoffman","Historical Fiction","English",2011,"Scribner","Four women's lives intersect during the siege of Masada in ancient Israel.",504,"history,women,tragedy",4.07,"USA",TRUE,"None","Adult",TRUE,2015,"978-1451617481" +843,"Frog Music","Emma Donoghue","Historical Fiction","English",2014,"Little, Brown","A burlesque dancer is murdered in 1876 San Francisco.",403,"crime,history,music",3.55,"Canada",TRUE,"None","Adult",FALSE,,"978-0316324687" +844,"The Wonder","Emma Donoghue","Historical Fiction","English",2016,"Little, Brown","A nurse is hired to watch a young girl in Ireland who claims to survive without food.",291,"history,ireland,mystery",3.76,"Canada",TRUE,"Giller Prize Shortlist","Adult",TRUE,2022,"978-0316393874" +845,"Before I Fall","Lauren Oliver","Young Adult","English",2010,"HarperCollins","A popular girl relives the day of her death over and over again.",470,"timeloop,school,redemption",3.91,"USA",TRUE,"None","Young Adult",TRUE,2017,"978-0061726804" +846,"Delirium","Lauren Oliver","Dystopian","English",2011,"HarperCollins","In a future where love is considered a disease, a girl falls in love just before her cure.",441,"dystopia,romance,love",3.96,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-0061726828" +847,"Uglies","Scott Westerfeld","Dystopian","English",2005,"Simon & Schuster","Teenagers undergo surgery at 16 to become 'Pretty' in a conformist society.",425,"dystopia,beauty,scifi",3.86,"USA",TRUE,"None","Young Adult",TRUE,2024,"978-0689865381" +848,"Pretties","Scott Westerfeld","Dystopian","English",2005,"Simon & Schuster","Tally Youngblood gets her wish to be Pretty, but something is wrong.",370,"dystopia,sequel,scifi",3.84,"USA",TRUE,"None","Young Adult",FALSE,,"978-0689865398" +849,"Specials","Scott Westerfeld","Dystopian","English",2006,"Simon & Schuster","Tally becomes a Special, an elite enforcer for the city.",372,"dystopia,action,finale",3.76,"USA",TRUE,"None","Young Adult",FALSE,,"978-0689865404" +850,"Leviathan","Scott Westerfeld","Steampunk","English",2009,"Simon & Schuster","An alternate WWI fought between Darwinist bio-machines and Clanker mechs.",440,"steampunk,war,history",4.18,"USA",TRUE,"Locus Award","Young Adult",FALSE,,"978-1416971733" +851,"We Were Liars","E. Lockhart","Young Adult","English",2014,"Delacorte","A group of friends spend their summers on a private island, hiding a dark secret.",242,"mystery,twist,summer",3.84,"USA",TRUE,"Goodreads Choice Award","Young Adult",FALSE,,"978-0385741262" +852,"One of Us Is Lying","Karen M. McManus","Mystery","English",2017,"Delacorte","Five students walk into detention, but only four walk out alive.",360,"mystery,high school,crime",4.03,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",TRUE,2021,"978-1524714680" +853,"A Good Girl's Guide to Murder","Holly Jackson","Mystery","English",2019,"Electric Monkey","A high school senior investigates a closed murder case for her final project.",433,"mystery,crime,investigation",4.34,"UK",TRUE,"British Book Award","Young Adult",TRUE,2024,"978-1984896391" +854,"The Inheritance Games","Jennifer Lynn Barnes","Mystery","English",2020,"Little, Brown","A teenager inherits billions from a stranger but must live in his house of puzzles.",376,"mystery,puzzles,wealth",4.22,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-1368052405" +855,"Truly Devious","Maureen Johnson","Mystery","English",2018,"Katherine Tegen","A true-crime aficionado attends a boarding school with a famous unsolved kidnapping.",416,"mystery,boarding school,crime",4.04,"USA",TRUE,"None","Young Adult",FALSE,,"978-0062338051" +856,"Sadie","Courtney Summers","Thriller","English",2018,"Wednesday Books","A girl sets out to find her sister's killer while a podcast tracks her journey.",311,"mystery,podcast,revenge",4.11,"Canada",TRUE,"Edgar Award","Young Adult",FALSE,,"978-1250105714" +857,"Simon vs. the Homo Sapiens Agenda","Becky Albertalli","Romance","English",2015,"Balzer + Bray","A closeted gay teen is blackmailed with his emails.",303,"lgbt,romance,high school",4.23,"USA",TRUE,"William C. Morris Award","Young Adult",TRUE,2018,"978-0062348678" +858,"They Both Die at the End","Adam Silvera","Young Adult","English",2017,"HarperTeen","Two strangers meet on their last day on Earth via an app called Last Friend.",389,"lgbt,death,friendship",3.96,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-0062457790" +859,"Aristotle and Dante Discover the Secrets of the Universe","Benjamin Alire Sáenz","Young Adult","English",2012,"Simon & Schuster","Two Mexican-American boys form a deep bond in 1987 El Paso.",359,"lgbt,coming-of-age,friendship",4.32,"USA",TRUE,"Printz Honor","Young Adult",TRUE,2023,"978-1442408937" +860,"The Things They Carried","Tim O'Brien","War","English",1990,"Houghton Mifflin","A collection of linked short stories about a platoon of American soldiers in Vietnam.",233,"war,history,classic",4.13,"USA",TRUE,"National Book Award Finalist","Adult",FALSE,,"978-0618706419" +861,"Eleanor & Park","Rainbow Rowell","Romance","English",2013,"St. Martin's Press","Two misfits bond over music and comics on the school bus in 1986.",328,"romance,80s,teen",4.01,"USA",TRUE,"Printz Honor","Young Adult",FALSE,,"978-1250012579" +862,"Fangirl","Rainbow Rowell","Young Adult","English",2013,"St. Martin's Press","A fanfiction writer struggles with social anxiety and college life.",433,"fandom,college,romance",4.04,"USA",TRUE,"None","Young Adult",FALSE,,"978-1250030955" +863,"Carry On","Rainbow Rowell","Fantasy","English",2015,"St. Martin's Press","The 'Chosen One' and his vampire roommate navigate magic and romance.",522,"magic,lgbt,satire",4.16,"USA",TRUE,"None","Young Adult",FALSE,,"978-1250049551" +864,"Every Day","David Levithan","Fantasy","English",2012,"Knopf","A spirit wakes up in a different body every day but falls in love with the same girl.",322,"romance,body swap,philosophy",3.92,"USA",TRUE,"None","Young Adult",TRUE,2018,"978-0307931887" +865,"Everything, Everything","Nicola Yoon","Romance","English",2015,"Delacorte","A girl allergic to the world falls for the boy next door.",306,"romance,illness,twist",4.01,"USA",TRUE,"None","Young Adult",TRUE,2017,"978-0553496642" +866,"The Sun Is Also a Star","Nicola Yoon","Romance","English",2016,"Delacorte","Two teens fall in love over the course of a single day in New York City.",384,"romance,fate,immigration",4.03,"USA",TRUE,"National Book Award Finalist","Young Adult",TRUE,2019,"978-0553496680" +867,"Speak","Laurie Halse Anderson","Young Adult","English",1999,"Farrar, Straus & Giroux","A freshman becomes a social outcast after calling the police on a party, hiding a trauma.",197,"trauma,school,classic",4.04,"USA",TRUE,"National Book Award Finalist","Young Adult",TRUE,2004,"978-0312674397" +868,"The House on Mango Street","Sandra Cisneros","Fiction","English",1984,"Arte Público","A young Latina girl grows up in Chicago and dreams of a better life.",110,"classic,coming-of-age,latino",3.67,"USA",TRUE,"American Book Award","Young Adult",FALSE,,"978-0679734772" +869,"Esperanza Rising","Pam Muñoz Ryan","Historical Fiction","English",2000,"Scholastic","A wealthy Mexican girl is forced to flee to California and become a farm worker.",262,"history,immigration,family",4.07,"USA",TRUE,"Pura Belpré Award","Children",FALSE,,"978-0439120425" +870,"The Poet X","Elizabeth Acevedo","Poetry","English",2018,"HarperTeen","A slam poetry novel about a Dominican-American girl finding her voice.",368,"poetry,coming-of-age,latino",4.42,"USA",TRUE,"National Book Award","Young Adult",FALSE,,"978-0062662804" +871,"I'm Glad My Mom Died","Jennette McCurdy","Memoir","English",2022,"Simon & Schuster","A former child star recounts her abusive relationship with her mother.",320,"memoir,hollywood,abuse",4.55,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1982185824" +872,"Crying in H Mart","Michelle Zauner","Memoir","English",2021,"Knopf","A memoir about grief, food, and growing up Korean American.",239,"memoir,food,grief",4.28,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0525657743" +873,"Know My Name","Chanel Miller","Memoir","English",2019,"Viking","The powerful memoir of the survivor of the Stanford sexual assault case.",384,"memoir,justice,trauma",4.70,"USA",TRUE,"National Book Critics Circle Award","Adult",FALSE,,"978-0735223707" +874,"In the Dream House","Carmen Maria Machado","Memoir","English",2019,"Graywolf Press","A memoir about a domestic abuse relationship told through various narrative tropes.",251,"memoir,lgbt,abuse",4.52,"USA",TRUE,"None","Adult",FALSE,,"978-1644450031" +875,"My Dark Vanessa","Kate Elizabeth Russell","Fiction","English",2020,"William Morrow","A woman re-evaluates her relationship with her high school teacher years later.",373,"trauma,psychology,controversial",3.93,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0062941503" +876,"Exciting Times","Naoise Dolan","Fiction","English",2020,"Ecco","A modern love triangle set in Hong Kong involving an Irish expat.",243,"romance,humor,satire",3.32,"Ireland",TRUE,"None","Adult",FALSE,,"978-0062968821" +877,"Luster","Raven Leilani","Fiction","English",2020,"Farrar, Straus & Giroux","A young black woman gets involved in an open marriage.",227,"race,art,satire",3.63,"USA",TRUE,"Kirkus Prize","Adult",FALSE,,"978-0374194321" +878,"Bossypants","Tina Fey","Memoir","English",2011,"Reagan Arthur","A humorous memoir from the SNL and 30 Rock creator.",277,"humor,biography,snl",3.96,"USA",TRUE,"None","Adult",FALSE,,"978-0316056861" +879,"Yes Please","Amy Poehler","Memoir","English",2014,"Dey Street","Stories and advice from the comedian and actress.",329,"humor,biography,feminism",3.83,"USA",TRUE,"None","Adult",FALSE,,"978-0062268341" +880,"Detransition, Baby","Torrey Peters","Fiction","English",2021,"One World","Three women—trans and cis—navigate a complicated pregnancy.",337,"lgbt,relationships,modern",3.96,"USA",TRUE,"Women's Prize Nominee","Adult",FALSE,,"978-0593133378" +881,"Greenlights","Matthew McConaughey","Memoir","English",2020,"Crown","Unconventional wisdom and life lessons from the actor.",304,"memoir,philosophy,hollywood",4.23,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593139134" +882,"Boyfriend Material","Alexis Hall","Romance","English",2020,"Sourcebooks Casablanca","A fake dating romance between a rock star's son and a barrister.",425,"romance,lgbt,humor",4.09,"UK",TRUE,"None","Adult",FALSE,,"978-1492693072" +883,"A Promised Land","Barack Obama","Memoir","English",2020,"Crown","The first volume of presidential memoirs from Barack Obama.",768,"memoir,politics,history",4.45,"USA",TRUE,"None","Adult",FALSE,,"978-1524763169" +884,"Less Than Zero","Bret Easton Ellis","Fiction","English",1985,"Simon & Schuster","A wealthy college student returns to Los Angeles for winter break.",195,"drugs,80s,nihilism",3.60,"USA",TRUE,"None","Adult",TRUE,1987,"978-0679781493" +885,"Elon Musk","Walter Isaacson","Biography","English",2023,"Simon & Schuster","An intimate story of the controversial innovator.",688,"biography,tech,business",4.20,"USA",TRUE,"None","Adult",FALSE,,"978-1982181284" +886,"Leonardo da Vinci","Walter Isaacson","Biography","English",2017,"Simon & Schuster","A biography of the Renaissance genius connecting his art and science.",600,"biography,art,history",4.24,"USA",TRUE,"None","Adult",FALSE,,"978-1501139154" +887,"The Song of the Lioness: Alanna","Tamora Pierce","Fantasy","English",1983,"Atheneum","A girl disguises herself as a boy to train as a knight.",274,"fantasy,magic,gender",4.27,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442426412" +888,"Homo Deus: A Brief History of Tomorrow","Yuval Noah Harari","History","English",2015,"Harvill Secker","An exploration of the future of humanity.",448,"future,science,philosophy",4.25,"Israel",TRUE,"None","Adult",FALSE,,"978-0062464316" +889,"Wild Magic","Tamora Pierce","Fantasy","English",1992,"Atheneum","Daine has a wild magic that allows her to communicate with animals.",362,"fantasy,animals,magic",4.32,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442435995" +890,"Chrestomanci: Charmed Life","Diana Wynne Jones","Fantasy","English",1977,"Macmillan","Cat Chant is a mediocre wizard overshadowed by his brilliant sister.",256,"magic,classic,kids",4.03,"UK",TRUE,"None","Children",FALSE,,"978-0064472685" +891,"Sabriel","Garth Nix","Fantasy","English",1995,"HarperCollins","A girl must enter the Old Kingdom to rescue her father from death.",491,"magic,necromancy,fantasy",4.16,"Australia",TRUE,"Aurealis Award","Young Adult",FALSE,,"978-0064471831" +892,"Lirael","Garth Nix","Fantasy","English",2001,"HarperCollins","A librarian with no magical sight discovers a destiny in the Old Kingdom.",496,"magic,library,adventure",4.23,"Australia",TRUE,"None","Young Adult",FALSE,,"978-0060005426" +893,"Abhorsen","Garth Nix","Fantasy","English",2003,"HarperCollins","The conclusion to the Old Kingdom trilogy facing the Destroyer.",358,"magic,necromancy,finale",4.26,"Australia",TRUE,"None","Young Adult",FALSE,,"978-0060005440" +894,"Graceling","Kristin Cashore","Fantasy","English",2008,"Harcourt","A girl graced with the skill of killing fights for her freedom.",471,"magic,romance,action",4.06,"USA",TRUE,"None","Young Adult",FALSE,,"978-0152063962" +895,"The Selection","Kiera Cass","Dystopian","English",2012,"HarperTeen","35 girls compete for the heart of a prince in a caste-based society.",336,"romance,dystopia,royalty",4.09,"USA",TRUE,"None","Young Adult",FALSE,,"978-0062059932" +896,"Red Queen","Victoria Aveyard","Fantasy","English",2015,"HarperTeen","A girl with red blood discovers she has the powers of the silver-blooded elite.",383,"fantasy,dystopia,powers",4.01,"USA",TRUE,"Goodreads Choice Award","Young Adult",FALSE,,"978-0062310637" +897,"Shatter Me","Tahereh Mafi","Dystopian","English",2011,"HarperCollins","A girl with a lethal touch is used as a weapon by a totalitarian regime.",338,"dystopia,romance,powers",3.96,"USA",TRUE,"None","Young Adult",FALSE,,"978-0062085504" +898,"Legend","Marie Lu","Dystopian","English",2011,"Putnam","A prodigy and a criminal cross paths in a dystopian America.",305,"dystopia,action,romance",4.16,"USA",TRUE,"None","Young Adult",FALSE,,"978-0399256752" +899,"An Ember in the Ashes","Sabaa Tahir","Fantasy","English",2015,"Razorbill","A slave and a soldier cross paths in a brutal empire inspired by ancient Rome.",446,"fantasy,romance,war",4.26,"USA",TRUE,"None","Young Adult",FALSE,,"978-1595148032" +900,"The Wrath and the Dawn","Renée Ahdieh","Fantasy","English",2015,"Putnam","A retelling of 1001 Nights where a girl volunteers to marry a murderous Caliph.",388,"retelling,romance,magic",4.14,"USA",TRUE,"None","Young Adult",FALSE,,"978-0399171611" +901,"Scythe","Neal Shusterman","Dystopian","English",2016,"Simon & Schuster","In a future where death has been conquered, Scythes are the only ones who can end life.",435,"dystopia,death,scifi",4.33,"USA",TRUE,"Printz Honor","Young Adult",FALSE,,"978-1442472426" +902,"Thunderhead","Neal Shusterman","Dystopian","English",2018,"Simon & Schuster","The Thunderhead cannot interfere in the affairs of the Scythedom, leading to chaos.",504,"dystopia,ai,sequel",4.49,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442472457" +903,"The Toll","Neal Shusterman","Dystopian","English",2019,"Simon & Schuster","The conclusion to the Arc of a Scythe trilogy.",625,"dystopia,finale,epic",4.18,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442472488" +904,"Unwind","Neal Shusterman","Dystopian","English",2007,"Simon & Schuster","Teens can be 'unwound'—having their body parts harvested for others—by parental order.",335,"dystopia,horror,survival",4.17,"USA",TRUE,"None","Young Adult",FALSE,,"978-1416912040" +905,"Horns","Joe Hill","Horror","English",2010,"William Morrow","A man wakes up with horns growing from his head and the power to make people confess their sins.",370,"horror,dark fantasy,revenge",3.92,"USA",TRUE,"None","Adult",TRUE,2013,"978-0061147955" +906,"NOS4A2","Joe Hill","Horror","English",2013,"William Morrow","A woman battles an immortal psychopath who kidnaps children to a place called Christmasland.",692,"horror,christmas,fantasy",3.92,"USA",TRUE,"Bram Stoker Award Nominee","Adult",TRUE,2019,"978-0062200570" +907,"Heart-Shaped Box","Joe Hill","Horror","English",2007,"William Morrow","An aging rock star buys a ghost online, but the spirit wants him dead.",376,"horror,ghosts,music",3.84,"USA",TRUE,"Bram Stoker Award","Adult",FALSE,,"978-0061147931" +908,"The Fireman","Joe Hill","Horror","English",2016,"William Morrow","A plague of spontaneous combustion threatens to burn civilization to the ground.",747,"horror,apocalypse,virus",3.92,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-0062200631" +909,"Odd Thomas","Dean Koontz","Thriller","English",2003,"Bantam","A fry cook who can see the dead tries to prevent a massacre in his town.",399,"horror,mystery,supernatural",4.03,"USA",TRUE,"None","Adult",TRUE,2013,"978-0553584493" +910,"Watchers","Dean Koontz","Thriller","English",1987,"Putnam","A man and a genetically enhanced dog are hunted by a terrifying monster.",404,"horror,scifi,dog",4.17,"USA",TRUE,"None","Adult",TRUE,1988,"978-0425188804" +911,"Intensity","Dean Koontz","Thriller","English",1995,"Knopf","A young woman survives a serial killer's attack and pursues him to save his next victim.",308,"thriller,suspense,psychology",4.07,"USA",TRUE,"None","Adult",TRUE,1997,"978-0345533376" +912,"Phantoms","Dean Koontz","Horror","English",1983,"Putnam","Two sisters return to their hometown to find everyone dead or missing.",448,"horror,mystery,lovecraftian",3.92,"USA",TRUE,"None","Adult",TRUE,1998,"978-0425181102" +913,"Uprooted","Naomi Novik","Fantasy","English",2015,"Del Rey","A young woman is chosen to serve the Dragon, a wizard who protects the valley.",435,"magic,fairytale,romance",4.06,"USA",TRUE,"Nebula Award","Young Adult",FALSE,,"978-0804179034" +914,"Spinning Silver","Naomi Novik","Fantasy","English",2018,"Del Rey","A retelling of Rumpelstiltskin involving a moneylender's daughter and winter fae.",466,"magic,retelling,winter",4.23,"USA",TRUE,"Locus Award","Young Adult",FALSE,,"978-0399180989" +915,"The Bear and the Nightingale","Katherine Arden","Fantasy","English",2017,"Del Rey","A girl in medieval Russia can see folklore spirits that others cannot.",323,"fantasy,russia,history",4.11,"USA",TRUE,"None","Adult",FALSE,,"978-1101885932" +916,"The Girl in the Tower","Katherine Arden","Fantasy","English",2017,"Del Rey","Vasya disguises herself as a boy to travel across Russia.",363,"fantasy,adventure,sequel",4.27,"USA",TRUE,"None","Adult",FALSE,,"978-1101885963" +917,"The Winter of the Witch","Katherine Arden","Fantasy","English",2019,"Del Rey","Vasya must save Russia from both mortal and magical threats.",384,"fantasy,finale,russia",4.39,"USA",TRUE,"None","Adult",FALSE,,"978-1101886021" +918,"The Rosie Project","Graeme Simsion","Romance","English",2013,"Text Publishing","A genetics professor with Asperger's designs a questionnaire to find a wife.",295,"romance,humor,autism",4.00,"Australia",TRUE,"None","Adult",FALSE,,"978-1476729084" +919,"Britt-Marie Was Here","Fredrik Backman","Fiction","English",2014,"Partners in Stories","A nagging woman finds a new life coaching a children's soccer team.",324,"humor,sweden,heartwarming",4.07,"Sweden",TRUE,"None","Adult",TRUE,2019,"978-1501142543" +920,"My Grandmother Asked Me to Tell You She's Sorry","Fredrik Backman","Fiction","English",2013,"Forum","A girl delivers letters of apology from her eccentric grandmother after she dies.",372,"humor,family,sweden",4.02,"Sweden",TRUE,"None","Adult",FALSE,,"978-1501115066" +921,"The 100-Year-Old Man Who Climbed Out the Window and Disappeared","Jonas Jonasson","Satire","English",2009,"Piratförlaget","A centenarian escapes his nursing home and has a Forrest Gump-like adventure.",384,"humor,sweden,history",3.83,"Sweden",TRUE,"None","Adult",TRUE,2013,"978-1401324643" +922,"Are You There God? It's Me, Margaret","Judy Blume","Children's Fiction","English",1970,"Bradbury Press","A sixth-grader navigates puberty, religion, and growing up.",149,"classic,puberty,girls",4.00,"USA",TRUE,"None","Children",TRUE,2023,"978-1481409933" +923,"Tales of a Fourth Grade Nothing","Judy Blume","Children's Fiction","English",1972,"Dutton","Peter deals with his annoying little brother, Fudge.",120,"humor,siblings,classic",4.10,"USA",TRUE,"None","Children",FALSE,,"978-0142408810" +924,"Superfudge","Judy Blume","Children's Fiction","English",1980,"Dutton","The Hatcher family moves to Princeton, and Fudge is still a nuisance.",166,"humor,family,sequel",4.13,"USA",TRUE,"None","Children",FALSE,,"978-0142408803" +925,"Frindle","Andrew Clements","Children's Fiction","English",1996,"Simon & Schuster","A boy decides to invent a new word for 'pen' and starts a revolution.",105,"school,humor,language",4.16,"USA",TRUE,"Christopher Award","Children",FALSE,,"978-0689818769" +926,"Stargirl","Jerry Spinelli","Young Adult","English",2000,"Knopf","A nonconformist girl changes a high school with her ukulele and pet rat.",186,"school,conformity,romance",3.77,"USA",TRUE,"None","Young Adult",TRUE,2020,"978-0375822339" +927,"Maniac Magee","Jerry Spinelli","Children's Fiction","English",1990,"Little, Brown","An orphaned boy becomes a local legend for his athletic feats.",184,"race,legend,sports",3.96,"USA",TRUE,"Newbery Medal","Children",TRUE,2003,"978-0316809061" +928,"Because of Winn-Dixie","Kate DiCamillo","Children's Fiction","English",2000,"Candlewick","A girl adopts a dog she found in a grocery store.",182,"dog,friendship,south",4.06,"USA",TRUE,"Newbery Honor","Children",TRUE,2005,"978-0763680862" +929,"The Tale of Despereaux","Kate DiCamillo","Children's Fiction","English",2003,"Candlewick","A mouse falls in love with a princess and goes on a quest.",267,"fantasy,mouse,classic",3.98,"USA",TRUE,"Newbery Medal","Children",TRUE,2008,"978-0763680893" +930,"Shiloh","Phyllis Reynolds Naylor","Children's Fiction","English",1991,"Atheneum","A boy tries to save an abused beagle from its owner.",144,"dog,ethics,classic",4.09,"USA",TRUE,"Newbery Medal","Children",TRUE,1996,"978-0689835827" +931,"From the Mixed-Up Files of Mrs. Basil E. Frankweiler","E.L. Konigsburg","Children's Fiction","English",1967,"Atheneum","Two children run away and live in the Metropolitan Museum of Art.",168,"adventure,museum,classic",4.17,"USA",TRUE,"Newbery Medal","Children",TRUE,1973,"978-0689711819" +932,"The Terror","Dan Simmons","Horror","English",2007,"Little, Brown","A fictionalized account of Captain Franklin's lost expedition to the Arctic.",769,"horror,history,survival",4.05,"USA",TRUE,"None","Adult",TRUE,2018,"978-0316017459" +933,"The Ruins","Scott Smith","Horror","English",2006,"Knopf","Tourists in Mexico become trapped on a vine-covered hill with something evil.",319,"horror,survival,nature",3.63,"USA",TRUE,"None","Adult",TRUE,2008,"978-0307390271" +934,"A Simple Plan","Scott Smith","Thriller","English",1993,"Knopf","Three men find a crashed plane with millions of dollars and decide to keep it.",335,"crime,greed,tragedy",4.04,"USA",TRUE,"None","Adult",TRUE,1998,"978-0307275738" +935,"Q & A","Vikas Swarup","Fiction","English",2005,"Doubleday","A waiter wins a game show, but is accused of cheating.",318,"india,game show,drama",4.02,"India",TRUE,"Boeke Prize","Adult",TRUE,2008,"978-0743267489" +936,"Mao's Last Dancer","Li Cunxin","Memoir","English",2003,"Viking","A peasant boy from rural China becomes a world-renowned ballet dancer.",446,"memoir,dance,china",4.11,"China",TRUE,"None","Adult",TRUE,2009,"978-0425201336" +939,"Airframe","Michael Crichton","Thriller","English",1996,"Knopf","An investigation into a mysterious incident on a commercial airliner.",352,"aviation,mystery,tech",3.72,"USA",TRUE,"None","Adult",FALSE,,"978-0345402875" +940,"Prey","Michael Crichton","Sci-Fi","English",2002,"HarperCollins","Nanotechnology swarms escape a lab and begin hunting humans.",367,"scifi,nano,horror",3.73,"USA",TRUE,"None","Adult",FALSE,,"978-0061015724" +941,"State of Fear","Michael Crichton","Thriller","English",2004,"HarperCollins","Eco-terrorists engineer natural disasters to publicize global warming.",603,"action,controversial,tech",3.62,"USA",TRUE,"None","Adult",FALSE,,"978-0061015731" +942,"The Client","John Grisham","Thriller","English",1993,"Doubleday","A young boy accidentally witnesses a suicide and learns a deadly secret.",422,"legal,crime,mafia",4.00,"USA",TRUE,"None","Adult",TRUE,1994,"978-0385424714" +943,"The Runaway Jury","John Grisham","Thriller","English",1996,"Doubleday","A jury consultant manipulates a high-stakes trial against a tobacco company.",413,"legal,jury,manipulation",4.04,"USA",TRUE,"None","Adult",TRUE,2003,"978-0385472943" +944,"The Rainmaker","John Grisham","Thriller","English",1995,"Doubleday","A young lawyer takes on a corrupt insurance company.",434,"legal,underdog,courtroom",4.03,"USA",TRUE,"None","Adult",TRUE,1997,"978-0385424738" +945,"Gerald's Game","Stephen King","Horror","English",1992,"Viking","A woman is left handcuffed to a bed in a remote cabin after her husband dies.",332,"horror,isolation,psychology",3.51,"USA",TRUE,"None","Adult",TRUE,2017,"978-1501143854" +946,"Dolores Claiborne","Stephen King","Thriller","English",1992,"Viking","A woman confesses to killing her husband thirty years ago.",305,"thriller,monologue,drama",4.02,"USA",TRUE,"None","Adult",TRUE,1995,"978-1501143809" +947,"Duma Key","Stephen King","Horror","English",2008,"Scribner","An artist moves to a Florida key and discovers his paintings can alter reality.",607,"horror,art,florida",4.03,"USA",TRUE,"Bram Stoker Award","Adult",FALSE,,"978-1416552512" +948,"Joyland","Stephen King","Mystery","English",2013,"Hard Case Crime","A college student works at a carnival where a ghost is rumored to haunt the horror ride.",283,"mystery,carnival,coming-of-age",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-1781162644" +949,"Revival","Stephen King","Horror","English",2014,"Scribner","A preacher obsessed with electricity conducts experiments on the afterlife.",405,"horror,lovecraftian,religion",3.77,"USA",TRUE,"None","Adult",FALSE,,"978-1476770383" +950,"Gone","Michael Grant","Sci-Fi","English",2008,"HarperTeen","Everyone over the age of 15 disappears from a small town in California.",560,"dystopia,powers,lord of the flies",3.88,"USA",TRUE,"None","Young Adult",FALSE,,"978-0061448768" +951,"The Clan of the Cave Bear","Jean M. Auel","Historical Fiction","English",1980,"Crown","A prehistoric girl is raised by a group of Neanderthals.",468,"history,prehistoric,survival",4.08,"USA",TRUE,"None","Adult",TRUE,1986,"978-0553250428" +952,"The Valley of Horses","Jean M. Auel","Historical Fiction","English",1982,"Crown","Ayla leaves the Clan and survives alone until she meets others like her.",502,"history,romance,adventure",4.06,"USA",TRUE,"None","Adult",FALSE,,"978-0553250534" +953,"Roots: The Saga of an American Family","Alex Haley","Historical Fiction","English",1976,"Doubleday","A saga tracing the author's lineage back to an African kidnapped into slavery.",888,"history,slavery,family",4.45,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1977,"978-0306824852" +954,"Sophie's Choice","William Styron","Historical Fiction","English",1979,"Random House","A young writer befriends a Holocaust survivor and her lover in Brooklyn.",515,"holocaust,tragedy,romance",4.11,"USA",TRUE,"National Book Award","Adult",TRUE,1982,"978-0679736370" +955,"The Cider House Rules","John Irving","Fiction","English",1985,"William Morrow","An orphan raised by a doctor who performs illegal abortions sets out to see the world.",560,"morality,medicine,classic",4.14,"USA",TRUE,"None","Adult",TRUE,1999,"978-0345387660" +956,"The Bonfire of the Vanities","Tom Wolfe","Satire","English",1987,"Farrar, Straus & Giroux","A Wall Street bond trader's life unravels after a wrong turn in the Bronx.",690,"new york,satire,80s",3.76,"USA",TRUE,"None","Adult",TRUE,1990,"978-0312427573" +957,"A Man in Full","Tom Wolfe","Satire","English",1998,"Farrar, Straus & Giroux","A real estate mogul in Atlanta faces bankruptcy and racial tensions.",742,"business,south,satire",3.89,"USA",TRUE,"None","Adult",FALSE,,"978-0374270322" +958,"American Pastoral","Philip Roth","Fiction","English",1997,"Houghton Mifflin","A successful businessman's life is destroyed by his daughter's political radicalism.",423,"politics,tragedy,family",3.94,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2016,"978-0375701320" +959,"The Human Stain","Philip Roth","Fiction","English",2000,"Houghton Mifflin","A professor is accused of racism, hiding a secret about his own identity.",361,"identity,race,scandal",3.85,"USA",TRUE,"PEN/Faulkner Award","Adult",TRUE,2003,"978-0375726347" +960,"Rabbit, Run","John Updike","Fiction","English",1960,"Knopf","A former high school basketball star flees his stifling marriage and job.",255,"classic,dissatisfaction,men",3.76,"USA",TRUE,"None","Adult",TRUE,1970,"978-0449911655" +961,"All the Pretty Horses","Cormac McCarthy","Western","English",1992,"Knopf","A young cowboy travels to Mexico and finds romance and tragedy.",302,"western,romance,coming-of-age",4.03,"USA",TRUE,"National Book Award","Adult",TRUE,2000,"978-0679744399" +962,"The Crossing","Cormac McCarthy","Western","English",1994,"Knopf","A boy attempts to return a trapped wolf to the mountains of Mexico.",426,"western,nature,tragedy",4.11,"USA",TRUE,"None","Adult",FALSE,,"978-0679760849" +963,"Childhood's End","Arthur C. Clarke","Sci-Fi","English",1953,"Ballantine","Alien overlords arrive to bring peace to Earth, but at a cost to humanity's future.",212,"aliens,utopia,classic",4.10,"UK",TRUE,"None","Adult",TRUE,2015,"978-0345347954" +964,"The City and the Stars","Arthur C. Clarke","Sci-Fi","English",1956,"Harcourt","A man in a utopian city of the far future seeks to discover the outside world.",255,"future,utopia,exploration",4.11,"UK",TRUE,"None","Adult",FALSE,,"978-0151180233" +965,"The Day of the Triffids","John Wyndham","Sci-Fi","English",1951,"Michael Joseph","Mobile, carnivorous plants take over the world after a meteor shower blinds humanity.",228,"apocalypse,plants,horror",4.04,"UK",TRUE,"None","Adult",TRUE,1962,"978-0812967128" +966,"The Midwich Cuckoos","John Wyndham","Sci-Fi","English",1957,"Michael Joseph","All women in a village give birth to strange, telepathic children at the same time.",220,"aliens,horror,children",3.95,"UK",TRUE,"None","Adult",TRUE,1960,"978-0140014402" +967,"Flowers in the Attic","V.C. Andrews","Gothic","English",1979,"Simon & Schuster","Four siblings are locked in an attic by their mother and grandmother.",412,"family,secrets,abuse",3.84,"USA",TRUE,"None","Adult",TRUE,1987,"978-0671729417" +968,"Petals on the Wind","V.C. Andrews","Gothic","English",1980,"Pocket Books","The siblings escape the attic and seek revenge on their mother.",448,"revenge,romance,drama",3.76,"USA",TRUE,"None","Adult",TRUE,2014,"978-0671729479" +969,"The Princess Diaries","Meg Cabot","Young Adult","English",2000,"HarperCollins","A teenager discovers she is the heir to the throne of Genovia.",283,"royalty,diary,humor",3.79,"USA",TRUE,"None","Young Adult",TRUE,2001,"978-0061479939" +970,"Ella Enchanted","Gail Carson Levine","Fantasy","English",1997,"HarperCollins","A girl cursed with obedience tries to break the spell and find love.",232,"fairytale,retelling,romance",3.98,"USA",TRUE,"Newbery Honor","Children",TRUE,2004,"978-0064407052" +971,"The Sisterhood of the Traveling Pants","Ann Brashares","Young Adult","English",2001,"Delacorte","Four best friends share a pair of jeans that fits them all perfectly over a summer.",294,"friendship,summer,growing up",3.78,"USA",TRUE,"None","Young Adult",TRUE,2005,"978-0385730585" +972,"Gossip Girl","Cecily von Ziegesar","Young Adult","English",2002,"Little, Brown","The scandalous lives of Manhattan's elite teenagers.",224,"rich,scandal,new york",3.60,"USA",TRUE,"None","Young Adult",TRUE,2007,"978-0316910332" +973,"Pretty Little Liars","Sara Shepard","Young Adult","English",2006,"HarperTeen","Four friends are tormented by an anonymous stalker after their leader disappears.",286,"mystery,secrets,scandal",3.85,"USA",TRUE,"None","Young Adult",TRUE,2010,"978-0060887308" +974,"Vampire Academy","Richelle Mead","Fantasy","English",2007,"Razorbill","A dhampir guards her Moroi princess best friend at a school for vampires.",332,"vampires,romance,school",4.12,"USA",TRUE,"None","Young Adult",TRUE,2014,"978-1595141743" +975,"Fallen","Lauren Kate","Fantasy","English",2009,"Delacorte","A girl falls in love with a fallen angel at a reform school.",452,"angels,romance,gothic",3.68,"USA",TRUE,"None","Young Adult",TRUE,2016,"978-0385739137" +976,"Beautiful Creatures","Kami Garcia","Fantasy","English",2009,"Little, Brown","A boy uncovers the magical secrets of a new girl in his southern town.",563,"magic,romance,south",3.75,"USA",TRUE,"None","Young Adult",TRUE,2013,"978-0316042673" +977,"Blue Bloods","Melissa de la Cruz","Fantasy","English",2006,"Disney-Hyperion","The vampires of New York are the wealthy social elite.",302,"vampires,fashion,mystery",3.67,"USA",TRUE,"None","Young Adult",FALSE,,"978-0786838929" +978,"City of Glass","Cassandra Clare","Fantasy","English",2009,"Margaret K. McElderry","Clary travels to the City of Glass to save her mother.",541,"fantasy,action,romance",4.32,"USA",TRUE,"None","Young Adult",FALSE,,"978-1416914303" +979,"Clockwork Angel","Cassandra Clare","Fantasy","English",2010,"Margaret K. McElderry","A prequel series to The Mortal Instruments set in Victorian London.",479,"steampunk,magic,romance",4.32,"USA",TRUE,"None","Young Adult",FALSE,,"978-1416975861" +980,"The Host","Stephenie Meyer","Sci-Fi","English",2008,"Little, Brown","Earth has been invaded by parasitic aliens, but one human host refuses to fade away.",619,"aliens,romance,identity",3.84,"USA",TRUE,"None","Adult",TRUE,2013,"978-0316068048" +981,"Rich People Problems","Kevin Kwan","Satire","English",2017,"Doubleday","The Shang-Su clan fights over the fortune of their dying matriarch.",398,"wealth,asia,satire",3.96,"Singapore",TRUE,"None","Adult",FALSE,,"978-0385542234" +982,"Sex and the City","Candace Bushnell","Romance","English",1996,"Atlantic Monthly","A collection of essays about dating and sex in New York City.",256,"dating,new york,columns",3.45,"USA",TRUE,"None","Adult",TRUE,1998,"978-0446673549" +983,"Lipstick Jungle","Candace Bushnell","Romance","English",2005,"Hyperion","Three powerful women in New York navigate careers and relationships.",368,"business,women,romance",3.38,"USA",TRUE,"None","Adult",TRUE,2008,"978-0786868193" +984,"In Her Shoes","Jennifer Weiner","Fiction","English",2002,"Atria","Two sisters with nothing in common but their shoe size learn to get along.",386,"sisters,family,humor",3.88,"USA",TRUE,"None","Adult",TRUE,2005,"978-0743418171" +985,"Something Borrowed","Emily Giffin","Romance","English",2004,"St. Martin's Press","A woman sleeps with her best friend's fiancé before their wedding.",322,"romance,friendship,drama",3.84,"USA",TRUE,"None","Adult",TRUE,2011,"978-0312321192" +986,"The Last Song","Nicholas Sparks","Romance","English",2009,"Grand Central","A rebellious teen reconnects with her father through music.",390,"romance,music,family",4.14,"USA",TRUE,"None","Young Adult",TRUE,2010,"978-0446547567" +987,"Safe Haven","Nicholas Sparks","Romance","English",2010,"Grand Central","A woman with a mysterious past arrives in a small North Carolina town.",340,"romance,mystery,suspense",4.18,"USA",TRUE,"None","Adult",TRUE,2013,"978-0446547598" +988,"Message in a Bottle","Nicholas Sparks","Romance","English",1998,"Warner Books","A woman finds a romantic letter in a bottle and tracks down the author.",322,"romance,grief,letters",3.96,"USA",TRUE,"None","Adult",TRUE,1999,"978-0446606813" +989,"Nights in Rodanthe","Nicholas Sparks","Romance","English",2002,"Warner Books","Two strangers find comfort in each other during a storm in a coastal inn.",224,"romance,storm,second chance",3.85,"USA",TRUE,"None","Adult",TRUE,2008,"978-0446692656" +990,"A Bear Called Paddington","Michael Bond","Children's Fiction","English",1958,"Collins","A bear from Darkest Peru arrives at Paddington Station.",128,"animals,classic,humor",4.26,"UK",TRUE,"None","Children",TRUE,2014,"978-0062312181" +991,"The Borrowers","Mary Norton","Children's Fiction","English",1952,"Dent","Tiny people live under the floorboards and borrow things from humans.",180,"fantasy,classic,miniature",4.03,"UK",TRUE,"Carnegie Medal","Children",TRUE,1997,"978-0152047375" +992,"Chitty Chitty Bang Bang","Ian Fleming","Children's Fiction","English",1964,"Jonathan Cape","An eccentric inventor restores a magical flying car.",114,"cars,adventure,classic",3.70,"UK",TRUE,"None","Children",TRUE,1968,"978-0064409445" +993,"The Hundred and One Dalmatians","Dodie Smith","Children's Fiction","English",1956,"Heinemann","Dalmatian parents set out to rescue their puppies from Cruella de Vil.",199,"dogs,adventure,villain",4.09,"UK",TRUE,"None","Children",TRUE,1961,"978-0140340348" +994,"Bambi, a Life in the Woods","Felix Salten","Children's Fiction","German",1923,"Ullstein","The life of a roe deer growing up in the forest.",293,"animals,nature,classic",3.92,"Austria",TRUE,"None","Children",TRUE,1942,"978-1442467453" +995,"The Fox and the Hound","Daniel P. Mannix","Children's Fiction","English",1967,"Dutton","The lives of a red fox and a bloodhound who are natural enemies.",255,"animals,nature,tragedy",4.08,"USA",TRUE,"None","Children",TRUE,1981,"978-0765330383" +996,"The Mouse and the Motorcycle","Beverly Cleary","Children's Fiction","English",1965,"William Morrow","A mouse named Ralph befriends a boy and rides his toy motorcycle.",158,"animals,humor,classic",4.11,"USA",TRUE,"None","Children",TRUE,1986,"978-0380709243" +997,"Ramona Quimby, Age 8","Beverly Cleary","Children's Fiction","English",1981,"William Morrow","Ramona deals with a new school and family changes.",190,"school,family,humor",4.07,"USA",TRUE,"Newbery Honor","Children",TRUE,1988,"978-0380709564" +998,"Dear Mr. Henshaw","Beverly Cleary","Children's Fiction","English",1983,"William Morrow","A boy writes letters to his favorite author as he deals with his parents' divorce.",134,"letters,family,growing up",3.98,"USA",TRUE,"Newbery Medal","Children",FALSE,,"978-0380709588" +999,"Walk Two Moons","Sharon Creech","Children's Fiction","English",1994,"HarperCollins","A girl travels across the country with her grandparents to find her mother.",280,"road trip,family,grief",3.98,"USA",TRUE,"Newbery Medal","Children",FALSE,,"978-0064405171" +1000,"Where the Red Fern Grows","Wilson Rawls","Children's Fiction","English",1961,"Doubleday","A boy buys two hunting dogs and trains them in the Ozarks.",212,"dogs,tragedy,classic",4.10,"USA",TRUE,"None","Children",TRUE,1974,"978-0440412670" +1001,Angels & Demons,Dan Brown,Mystery-Thriller,English,2000,Pocket Books,"Harvard symbologist Robert Langdon races against time to stop a secret society’s plot against the Vatican.",768,"thriller,mystery,conspiracy",3.9,"US",TRUE,,"Adult",TRUE,2009,"978-0552160896" +1003,A Painted House,John Grisham,Drama,English,1999,Random House,"A young boy and his family navigate hardship and social tensions on a cotton farm in 1950s Arkansas.",416,"drama,coming-of-age,rural",3.6,"US",FALSE,,"Adult",FALSE,,"978-0679452260" diff --git a/Homework2/jiazuo/src/App.tsx b/Homework2/jiazuo/src/App.tsx new file mode 100644 index 0000000..48e54ee --- /dev/null +++ b/Homework2/jiazuo/src/App.tsx @@ -0,0 +1,74 @@ +import GeographicMap from './components/GeographicMap'; +import ScatterPlot from './components/ScatterPlot'; +import SankeyDiagram from './components/SankeyDiagram'; +import Box from '@mui/material/Box'; +import Paper from '@mui/material/Paper'; +import { createTheme, ThemeProvider } from '@mui/material/styles'; +import { grey, blue } from '@mui/material/colors'; + +const theme = createTheme({ + palette: { + primary: { + main: blue[700], + }, + secondary: { + main: grey[700], + }, + }, +}); + +function Layout() { + return ( + + {} + + {} + + + + + + + {} + + + + + + + + {} + + + + + + + ); +} + +function App() { + return ( + + + + ); +} + +export default App; diff --git a/Homework2/jiazuo/src/components/GeographicMap.tsx b/Homework2/jiazuo/src/components/GeographicMap.tsx new file mode 100644 index 0000000..d779cba --- /dev/null +++ b/Homework2/jiazuo/src/components/GeographicMap.tsx @@ -0,0 +1,216 @@ +import React, { useEffect, useState, useRef } from 'react'; +import * as d3 from 'd3'; +import { useResizeObserver, useDebounceCallback } from 'usehooks-ts'; +import { ComponentSize, Margin, CountryData } from '../types'; +import { loadBookData, aggregateByCountry } from '../utils/dataLoader'; + +const COUNTRY_NAME_MAP: { [key: string]: string } = { + 'USA': 'United States of America', + 'UK': 'United Kingdom', + 'Brazil': 'Brazil', + 'India': 'India', + 'Germany': 'Germany', + 'France': 'France', + 'Japan': 'Japan', + 'China': 'China', + 'Russia': 'Russia', + 'Canada': 'Canada', + 'Australia': 'Australia', + 'Italy': 'Italy', + 'Spain': 'Spain', + 'Mexico': 'Mexico', + 'South Korea': 'South Korea', + 'Netherlands': 'Netherlands', + 'Sweden': 'Sweden', + 'Poland': 'Poland', + 'Turkey': 'Turkey', + 'Argentina': 'Argentina', +}; + +export default function GeographicMap() { + const [countryData, setCountryData] = useState([]); + const [geoData, setGeoData] = useState(null); + const chartRef = useRef(null); + const [size, setSize] = useState({ width: 0, height: 0 }); + const margin: Margin = { top: 45, right: 15, bottom: 50, left: 15 }; + + const onResize = useDebounceCallback((size: ComponentSize) => setSize(size), 200); + useResizeObserver({ ref: chartRef, onResize }); + + useEffect(() => { + const loadData = async () => { + const books = await loadBookData(); + const aggregated = aggregateByCountry(books); + setCountryData(aggregated); + + try { + const worldData = await d3.json('https://cdn.jsdelivr.net/npm/world-atlas@2/countries-110m.json'); + setGeoData(worldData); + } catch (error) { + console.error('Error loading world map:', error); + } + }; + loadData(); + }, []); + + useEffect(() => { + if (!geoData || countryData.length === 0 || size.width === 0 || size.height === 0) return; + drawMap(); + }, [geoData, countryData, size]); + + function drawMap() { + d3.select('#map-svg').selectAll('*').remove(); + + const svg = d3.select('#map-svg'); + const width = size.width - margin.left - margin.right; + const height = size.height - margin.top - margin.bottom; + + const g = svg.append('g') + .attr('transform', `translate(${margin.left},${margin.top})`); + + + const projection = d3.geoNaturalEarth1() + .scale(width / 5.5) + .translate([width / 2, height / 2]) + .center([0, 15]); + + const path = d3.geoPath().projection(projection); + + const countryMap = new Map(); + countryData.forEach(d => { + const mappedName = COUNTRY_NAME_MAP[d.country] || d.country; + countryMap.set(mappedName, d); + }); + + const maxCount = d3.max(countryData, d => d.count) || 1; + const colorScale = d3.scaleSequential() + .domain([0, maxCount]) + .interpolator(d3.interpolateBlues); + + const countries = (window as any).topojson.feature(geoData, geoData.objects.countries); + + const filteredCountries = countries.features.filter((d: any) => + d.properties.name !== 'Antarctica' + ); + + const tooltip = d3.select('body') + .append('div') + .attr('class', 'map-tooltip') + .style('position', 'absolute') + .style('visibility', 'hidden') + .style('background-color', 'white') + .style('border', '1px solid #ddd') + .style('border-radius', '4px') + .style('padding', '8px') + .style('font-size', '11px') + .style('pointer-events', 'none') + .style('z-index', '1000') + .style('box-shadow', '0 2px 4px rgba(0,0,0,0.1)'); + + g.selectAll('path') + .data(filteredCountries) + .join('path') + .attr('d', path as any) + .attr('fill', (d: any) => { + const countryName = d.properties.name; + const data = countryMap.get(countryName); + return data ? colorScale(data.count) : '#f5f5f5'; + }) + .attr('stroke', '#999') + .attr('stroke-width', 0.5) + .on('mouseover', function(event, d: any) { + const countryName = d.properties.name; + const data = countryMap.get(countryName); + + if (data) { + d3.select(this) + .attr('stroke-width', 1.5) + .attr('stroke', '#333'); + + tooltip + .style('visibility', 'visible') + .html(` + ${countryName}
+ Books: ${data.count}
+ Avg Rating: ${data.avgRating.toFixed(2)} + `); + } + }) + .on('mousemove', function(event) { + tooltip + .style('top', (event.pageY - 10) + 'px') + .style('left', (event.pageX + 10) + 'px'); + }) + .on('mouseout', function() { + d3.select(this) + .attr('stroke-width', 0.5) + .attr('stroke', '#999'); + + tooltip.style('visibility', 'hidden'); + }); + + svg.append('text') + .attr('x', size.width / 2) + .attr('y', 20) + .style('text-anchor', 'middle') + .style('font-size', '15px') + .style('font-weight', 'bold') + .text('Global Distribution of Popular Books'); + + + const legendWidth = 280; + const legendHeight = 12; + const legendX = (size.width - legendWidth) / 2; + const legendY = size.height - 35; + + const legendScale = d3.scaleLinear() + .domain([0, maxCount]) + .range([0, legendWidth]); + + const legendAxis = d3.axisBottom(legendScale) + .ticks(5) + .tickFormat(d3.format('d')); + + const defs = svg.append('defs'); + const linearGradient = defs.append('linearGradient') + .attr('id', 'legend-gradient'); + + const stops = d3.range(0, 1.01, 0.1); + stops.forEach(t => { + linearGradient.append('stop') + .attr('offset', `${t * 100}%`) + .attr('stop-color', colorScale(t * maxCount)); + }); + + const legend = svg.append('g') + .attr('transform', `translate(${legendX}, ${legendY})`); + + legend.append('rect') + .attr('width', legendWidth) + .attr('height', legendHeight) + .style('fill', 'url(#legend-gradient)') + .style('stroke', '#999') + .style('stroke-width', 0.5); + + legend.append('g') + .attr('transform', `translate(0, ${legendHeight})`) + .call(legendAxis) + .selectAll('text') + .style('font-size', '10px'); + + legend.append('text') + .attr('x', legendWidth / 2) + .attr('y', -4) + .style('text-anchor', 'middle') + .style('font-size', '11px') + .style('font-weight', 'bold') + .text('Number of Books'); + } + + return ( +
+ + +
+ ); +} diff --git a/Homework2/jiazuo/src/components/SankeyDiagram.tsx b/Homework2/jiazuo/src/components/SankeyDiagram.tsx new file mode 100644 index 0000000..6bea74d --- /dev/null +++ b/Homework2/jiazuo/src/components/SankeyDiagram.tsx @@ -0,0 +1,170 @@ +import React, { useEffect, useState, useRef } from 'react'; +import * as d3 from 'd3'; +import { sankey, sankeyLinkHorizontal } from 'd3-sankey'; +import { useResizeObserver, useDebounceCallback } from 'usehooks-ts'; +import { ComponentSize, Margin, SankeyData } from '../types'; +import { loadBookData, prepareSankeyData } from '../utils/dataLoader'; + +export default function SankeyDiagram() { + const [sankeyData, setSankeyData] = useState(null); + const chartRef = useRef(null); + const [size, setSize] = useState({ width: 0, height: 0 }); + const margin: Margin = { top: 55, right: 85, bottom: 25, left: 85 }; + + const onResize = useDebounceCallback((size: ComponentSize) => setSize(size), 200); + useResizeObserver({ ref: chartRef, onResize }); + + useEffect(() => { + const loadData = async () => { + const books = await loadBookData(); + const sankey = prepareSankeyData(books); + setSankeyData(sankey); + }; + loadData(); + }, []); + + useEffect(() => { + if (!sankeyData || size.width === 0 || size.height === 0) return; + drawSankey(); + }, [sankeyData, size]); + + function drawSankey() { + if (!sankeyData) return; + + d3.select('#sankey-svg').selectAll('*').remove(); + + const svg = d3.select('#sankey-svg'); + const width = size.width - margin.left - margin.right; + const height = size.height - margin.top - margin.bottom; + + const g = svg.append('g') + .attr('transform', `translate(${margin.left},${margin.top})`); + + + const genreColors = d3.schemeSet2; // 和散点图一致 + const ageColors = ['#fc8d62', '#e78ac3', '#ffd92f']; + const movieColors = ['#8da0cb', '#a6d854']; + + const colorMap = new Map(); + + + const ageNodes = ['Children', 'Young Adult', 'Adult']; + const movieNodes = ['Adapted to Movie', 'Not Adapted']; + + + ageNodes.forEach((node, i) => { + colorMap.set(node, ageColors[i]); + }); + + + movieNodes.forEach((node, i) => { + colorMap.set(node, movieColors[i]); + }); + + + let genreColorIndex = 0; + sankeyData.nodes.forEach(node => { + if (!ageNodes.includes(node.name) && !movieNodes.includes(node.name)) { + colorMap.set(node.name, genreColors[genreColorIndex % genreColors.length]); + genreColorIndex++; + } + }); + + const sankeyGenerator = sankey() + .nodeId(d => d.id) + .nodeWidth(25) + .nodePadding(30) + .extent([[0, 0], [width, height]]); + + const graph = { + nodes: sankeyData.nodes.map(d => ({ ...d })), + links: sankeyData.links.map(d => ({ ...d })) + }; + + const { nodes, links } = sankeyGenerator(graph); + + + g.append('g') + .selectAll('path') + .data(links) + .join('path') + .attr('d', sankeyLinkHorizontal()) + .attr('stroke', (d: any) => colorMap.get(d.source.name) || '#ccc') + .attr('stroke-width', (d: any) => Math.max(1, d.width)) + .attr('fill', 'none') + .attr('opacity', 0.5) + .on('mouseover', function(event, d: any) { + d3.select(this) + .attr('opacity', 0.8) + .attr('stroke-width', Math.max(2, d.width + 2)); + }) + .on('mouseout', function(event, d: any) { + d3.select(this) + .attr('opacity', 0.5) + .attr('stroke-width', Math.max(1, d.width)); + }) + .append('title') + .text((d: any) => `${d.source.name} → ${d.target.name}\n${d.value} books`); + + + const nodeGroups = g.append('g') + .selectAll('g') + .data(nodes) + .join('g'); + + nodeGroups.append('rect') + .attr('x', (d: any) => d.x0) + .attr('y', (d: any) => d.y0) + .attr('height', (d: any) => d.y1 - d.y0) + .attr('width', (d: any) => d.x1 - d.x0) + .attr('fill', (d: any) => colorMap.get(d.name) || '#ccc') + .attr('stroke', '#333') + .attr('stroke-width', 1.5) + .append('title') + .text((d: any) => `${d.name}\n${d.value} books`); + + // Add node labels + nodeGroups.append('text') + .attr('x', (d: any) => d.x0 < width / 2 ? d.x1 + 6 : d.x0 - 6) + .attr('y', (d: any) => (d.y1 + d.y0) / 2) + .attr('dy', '0.35em') + .attr('text-anchor', (d: any) => d.x0 < width / 2 ? 'start' : 'end') + .style('font-size', '11px') + .style('font-weight', '600') + .text((d: any) => d.name.length > 18 ? d.name.substring(0, 16) + '...' : d.name); + + + svg.append('text') + .attr('x', size.width / 2) + .attr('y', 22) + .style('text-anchor', 'middle') + .style('font-size', '15px') + .style('font-weight', 'bold') + .text('Book Flow: Genre → Age Category → Movie Adaptation'); + + + const layerLabels = [ + { x: margin.left + 12, text: 'Genre' }, + { x: margin.left + width / 2, text: 'Age Category' }, + { x: margin.left + width - 12, text: 'Movie Status' } + ]; + + layerLabels.forEach(label => { + svg.append('text') + .attr('x', label.x) + .attr('y', margin.top - 10) + .style('text-anchor', label.text === 'Movie Status' ? 'end' : (label.text === 'Genre' ? 'start' : 'middle')) + .style('font-size', '12px') + .style('font-weight', 'bold') + .style('fill', '#000') + .text(label.text); + }); + + } + + return ( +
+ +
+ ); +} diff --git a/Homework2/jiazuo/src/components/ScatterPlot.tsx b/Homework2/jiazuo/src/components/ScatterPlot.tsx new file mode 100644 index 0000000..8b99c35 --- /dev/null +++ b/Homework2/jiazuo/src/components/ScatterPlot.tsx @@ -0,0 +1,219 @@ +import React, { useEffect, useState, useRef } from 'react'; +import * as d3 from 'd3'; +import { useResizeObserver, useDebounceCallback } from 'usehooks-ts'; +import { BookData, ComponentSize, Margin } from '../types'; +import { loadBookData, getTopGenres } from '../utils/dataLoader'; + +export default function ScatterPlot() { + const [books, setBooks] = useState([]); + const [topGenres, setTopGenres] = useState([]); + const chartRef = useRef(null); + const [size, setSize] = useState({ width: 0, height: 0 }); + const margin: Margin = { top: 55, right: 90, bottom: 60, left: 60 }; + + const onResize = useDebounceCallback((size: ComponentSize) => setSize(size), 200); + useResizeObserver({ ref: chartRef, onResize }); + + useEffect(() => { + const loadData = async () => { + const data = await loadBookData(); + setBooks(data); + const genres = getTopGenres(data, 8); + setTopGenres(genres); + }; + loadData(); + }, []); + + useEffect(() => { + if (books.length === 0 || size.width === 0 || size.height === 0) return; + drawChart(); + }, [books, size, topGenres]); + + function drawChart() { + d3.select('#scatter-svg').selectAll('*').remove(); + + const svg = d3.select('#scatter-svg'); + const width = size.width - margin.left - margin.right; + const height = size.height - margin.top - margin.bottom; + + const g = svg.append('g') + .attr('transform', `translate(${margin.left},${margin.top})`); + + const filteredBooks = books.filter(d => + d.pageCount < 1500 && + d.rating_average >= 3.0 + ); + + const xScale = d3.scaleLinear() + .domain([0, d3.max(filteredBooks, d => d.pageCount) || 1000]) + .range([0, width]) + .nice(); + + const yScale = d3.scaleLinear() + .domain([3.0, 5.0]) + .range([height, 0]) + .nice(); + + const colorScale = d3.scaleOrdinal() + .domain(topGenres) + .range(d3.schemeSet2); + + const sizeScale = d3.scaleLinear() + .domain(d3.extent(filteredBooks, d => d.publicationYear) as [number, number]) + .range([3, 9]); + + + g.append('g') + .attr('class', 'grid') + .attr('opacity', 0.1) + .call(d3.axisLeft(yScale) + .tickSize(-width) + .tickFormat(() => '')); + + g.append('g') + .attr('class', 'grid') + .attr('opacity', 0.1) + .attr('transform', `translate(0,${height})`) + .call(d3.axisBottom(xScale) + .tickSize(-height) + .tickFormat(() => '')); + + + g.append('g') + .attr('transform', `translate(0,${height})`) + .call(d3.axisBottom(xScale).ticks(8)) + .selectAll('text') + .style('font-size', '10px'); + + g.append('g') + .call(d3.axisLeft(yScale).ticks(6)) + .selectAll('text') + .style('font-size', '10px'); + + + g.append('text') + .attr('x', width / 2) + .attr('y', height + 40) + .style('text-anchor', 'middle') + .style('font-size', '12px') + .style('font-weight', 'bold') + .text('Page Count'); + + g.append('text') + .attr('transform', 'rotate(-90)') + .attr('x', -height / 2) + .attr('y', -40) + .style('text-anchor', 'middle') + .style('font-size', '12px') + .style('font-weight', 'bold') + .text('Average Rating'); + + const tooltip = d3.select('body') + .append('div') + .attr('class', 'scatter-tooltip') + .style('position', 'absolute') + .style('visibility', 'hidden') + .style('background-color', 'white') + .style('border', '1px solid #ddd') + .style('border-radius', '4px') + .style('padding', '8px') + .style('font-size', '11px') + .style('pointer-events', 'none') + .style('z-index', '1000') + .style('box-shadow', '0 2px 4px rgba(0,0,0,0.1)'); + + + g.selectAll('circle') + .data(filteredBooks) + .join('circle') + .attr('cx', d => xScale(d.pageCount)) + .attr('cy', d => yScale(d.rating_average)) + .attr('r', d => sizeScale(d.publicationYear)) + .attr('fill', d => topGenres.includes(d.genre) ? colorScale(d.genre) : '#ddd') + .attr('opacity', 0.65) + .attr('stroke', '#fff') + .attr('stroke-width', 0.8) + .on('mouseover', function(event, d) { + d3.select(this) + .attr('opacity', 1) + .attr('stroke', '#333') + .attr('stroke-width', 2); + + tooltip + .style('visibility', 'visible') + .html(` + ${d.title}
+ Author: ${d.author}
+ Genre: ${d.genre}
+ Rating: ${d.rating_average.toFixed(2)}
+ Pages: ${d.pageCount}
+ Year: ${d.publicationYear} + `); + }) + .on('mousemove', function(event) { + tooltip + .style('top', (event.pageY - 10) + 'px') + .style('left', (event.pageX + 10) + 'px'); + }) + .on('mouseout', function() { + d3.select(this) + .attr('opacity', 0.65) + .attr('stroke', '#fff') + .attr('stroke-width', 0.8); + + tooltip.style('visibility', 'hidden'); + }); + + + const legend = g.append('g') + .attr('transform', `translate(${width + 12}, 0)`); + + legend.append('text') + .attr('x', 0) + .attr('y', -5) + .style('font-size', '11px') + .style('font-weight', 'bold') + .text('Top Genres'); + + topGenres.forEach((genre, i) => { + const legendRow = legend.append('g') + .attr('transform', `translate(0, ${i * 17 + 5})`); + + legendRow.append('circle') + .attr('cx', 5) + .attr('cy', 5) + .attr('r', 5) + .attr('fill', colorScale(genre)) + .attr('opacity', 0.7); + + legendRow.append('text') + .attr('x', 14) + .attr('y', 9) + .style('font-size', '10px') + .text(genre.length > 11 ? genre.substring(0, 11) + '...' : genre); + }); + + + svg.append('text') + .attr('x', size.width / 2) + .attr('y', 22) + .style('text-anchor', 'middle') + .style('font-size', '15px') + .style('font-weight', 'bold') + .text('Book Ratings vs. Page Count by Genre'); + + svg.append('text') + .attr('x', size.width / 2) + .attr('y', 38) + .style('text-anchor', 'middle') + .style('font-size', '10px') + .style('fill', '#666') + .text('Circle size indicates publication year (larger = more recent)'); + } + + return ( +
+ +
+ ); +} diff --git a/Homework2/jiazuo/src/index.css b/Homework2/jiazuo/src/index.css new file mode 100644 index 0000000..b16930c --- /dev/null +++ b/Homework2/jiazuo/src/index.css @@ -0,0 +1,117 @@ + +* { + margin: 0; + padding: 0; + box-sizing: border-box; +} + +html, body { + width: 100%; + height: 100%; + overflow: hidden; + font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', + 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', + sans-serif; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} + +#root { + width: 100%; + height: 100%; +} + + +.chart-container { + width: 100%; + height: 100%; + position: relative; + overflow: hidden; +} + +.chart-container svg { + display: block; + width: 100%; + height: 100%; +} + + +.scatter-tooltip, +.map-tooltip { + position: absolute; + visibility: hidden; + background-color: white; + border: 1px solid #ddd; + border-radius: 4px; + padding: 10px; + font-size: 12px; + pointer-events: none; + z-index: 1000; + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15); + max-width: 250px; +} + + +.MuiPaper-root { + display: flex; + flex-direction: column; +} + + +#main-container { + width: 100vw; + height: 100vh; + padding: 16px; +} + + +@media (max-width: 1200px) { + #main-container { + padding: 8px; + } + + .chart-container svg text { + font-size: 10px !important; + } +} + +@media (max-width: 768px) { + #main-container { + padding: 4px; + } + + .chart-container svg text { + font-size: 8px !important; + } +} + + +.chart-container .domain, +.chart-container .tick line { + stroke: #333; +} + +.chart-container .tick text { + fill: #333; +} + + +.chart-container text { + user-select: none; +} + + +.links path { + cursor: pointer; + transition: opacity 0.2s, stroke-width 0.2s; +} + + +.nodes rect { + cursor: pointer; + transition: opacity 0.2s; +} + +.nodes rect:hover { + opacity: 0.8; +} diff --git a/Homework2/jiazuo/src/main.tsx b/Homework2/jiazuo/src/main.tsx new file mode 100644 index 0000000..87e2790 --- /dev/null +++ b/Homework2/jiazuo/src/main.tsx @@ -0,0 +1,10 @@ +import { StrictMode } from 'react' +import { createRoot } from 'react-dom/client' +import App from './App.tsx' +import './style.css' + +createRoot(document.getElementById('root')!).render( + + + , +) diff --git a/Homework2/jiazuo/src/stores/Reducer.ts b/Homework2/jiazuo/src/stores/Reducer.ts new file mode 100644 index 0000000..0160617 --- /dev/null +++ b/Homework2/jiazuo/src/stores/Reducer.ts @@ -0,0 +1,25 @@ +// Define action types +export const ACTIONS = { INCREMENT: 'increment' }; + +interface Action{ + type: string; +} + +interface State{ + count: number; +} + +// Define initial state +const initialState: State = { count: 0 }; + +// reducer function +export const reducer = (state: State, action: Action) => { + switch (action.type) { + case ACTIONS.INCREMENT: + return { count: state.count + 1 }; + default: + return state; + } +} + +export type { State, Action }; \ No newline at end of file diff --git a/Homework2/jiazuo/src/style.css b/Homework2/jiazuo/src/style.css new file mode 100644 index 0000000..eef1300 --- /dev/null +++ b/Homework2/jiazuo/src/style.css @@ -0,0 +1,23 @@ +:root { + font-family: Inter, Avenir, Helvetica, Arial, sans-serif; + font-size: 1rem; + + font-synthesis: none; + text-rendering: optimizeLegibility; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + -webkit-text-size-adjust: 100%; +} + +body { + margin: 0; +} + +#main-container{ + height: 100vh; + width: 100vw; +} + +.chart-container{ + height: 100%; +} \ No newline at end of file diff --git a/Homework2/jiazuo/src/types.ts b/Homework2/jiazuo/src/types.ts new file mode 100644 index 0000000..2d81d9e --- /dev/null +++ b/Homework2/jiazuo/src/types.ts @@ -0,0 +1,70 @@ +// Component sizing and margin types +export interface ComponentSize { + width: number; + height: number; +} + +export interface Margin { + top: number; + right: number; + bottom: number; + left: number; +} + +// Generic bar chart types (from original template) +export interface Bar { + value: number; +} + +// Book data types +export interface BookData { + id: number; + title: string; + author: string; + genre: string; + language: string; + publicationYear: number; + publisher: string; + description: string; + pageCount: number; + tags: string; + rating_average: number; + most_popular_country: string; + bestseller_status: boolean; + awards: string; + age_category: string; + adapted_to_movie: boolean; + movie_release_year: number | null; + isbn: string; +} + +// Aggregated data types for visualizations +export interface CountryData { + country: string; + count: number; + avgRating: number; +} + +export interface GenreData { + genre: string; + count: number; + avgRating: number; + avgPageCount: number; +} + +// Sankey diagram node and link types +export interface SankeyNode { + id: string; + name: string; +} + +export interface SankeyLink { + source: string; + target: string; + value: number; +} + +export interface SankeyData { + nodes: SankeyNode[]; + links: SankeyLink[]; +} diff --git a/Homework2/jiazuo/src/utils/dataLoader.ts b/Homework2/jiazuo/src/utils/dataLoader.ts new file mode 100644 index 0000000..907411e --- /dev/null +++ b/Homework2/jiazuo/src/utils/dataLoader.ts @@ -0,0 +1,183 @@ +import * as d3 from 'd3'; +import { BookData, CountryData, GenreData, SankeyData } from '../types'; + +/** + * Load book data from CSV file + */ +export async function loadBookData(): Promise { + try { + const data = await d3.csv('/data/top_1000_most_swapped_books.csv', (d) => { + return { + id: +d.id!, + title: d.title!, + author: d.author!, + genre: d.genre!, + language: d.language!, + publicationYear: d.publicationYear ? +d.publicationYear : 0, + publisher: d.publisher!, + description: d.description!, + pageCount: d.pageCount ? +d.pageCount : 0, + tags: d.tags!, + rating_average: d.rating_average ? +d.rating_average : 0, + most_popular_country: d.most_popular_country!, + bestseller_status: d.bestseller_status?.toUpperCase() === 'TRUE', + awards: d.awards!, + age_category: d.age_category!, + adapted_to_movie: d.adapted_to_movie?.toUpperCase() === 'TRUE', + movie_release_year: d.movie_release_year ? +d.movie_release_year : null, + isbn: d.isbn!, + } as BookData; + }); + + // Filter out invalid data + return data.filter(d => + d.pageCount > 0 && + d.rating_average > 0 && + d.publicationYear > 0 + ); + } catch (error) { + console.error('Error loading book data:', error); + return []; + } +} + +/** + * Aggregate data by country for geographic map + */ +export function aggregateByCountry(data: BookData[]): CountryData[] { + const countryMap = new Map(); + + data.forEach(book => { + const country = book.most_popular_country; + if (!country) return; + + const existing = countryMap.get(country) || { count: 0, totalRating: 0 }; + countryMap.set(country, { + count: existing.count + 1, + totalRating: existing.totalRating + book.rating_average, + }); + }); + + return Array.from(countryMap.entries()).map(([country, stats]) => ({ + country, + count: stats.count, + avgRating: stats.totalRating / stats.count, + })); +} + +/** + * Aggregate data by genre + */ +export function aggregateByGenre(data: BookData[]): GenreData[] { + const genreMap = new Map(); + + data.forEach(book => { + const genre = book.genre; + if (!genre) return; + + const existing = genreMap.get(genre) || { + count: 0, + totalRating: 0, + totalPages: 0 + }; + + genreMap.set(genre, { + count: existing.count + 1, + totalRating: existing.totalRating + book.rating_average, + totalPages: existing.totalPages + book.pageCount, + }); + }); + + return Array.from(genreMap.entries()).map(([genre, stats]) => ({ + genre, + count: stats.count, + avgRating: stats.totalRating / stats.count, + avgPageCount: stats.totalPages / stats.count, + })); +} + +/** + * Prepare Sankey diagram data: Genre -> Age Category -> Movie Adaptation + */ +export function prepareSankeyData(data: BookData[]): SankeyData { + const links: Map = new Map(); + const nodesMap: Map = new Map(); // id -> display_name + + // --- 1. 聚合流派邏輯 --- + // 統計每個流派出現的次數 + const genreCounts = new Map(); + data.forEach(book => { + if (book.genre) { + genreCounts.set(book.genre, (genreCounts.get(book.genre) || 0) + 1); + } + }); + + // 找出排名前 10 的流派 + const topGenres = Array.from(genreCounts.entries()) + .sort((a, b) => b[1] - a[1]) + .slice(0, 10) + .map(entry => entry[0]); + + // --- 2. 處理數據生成節點與連線 --- + data.forEach(book => { + if (!book.genre || !book.age_category) return; + + // 如果不在前 10 名，則歸類為 'Others' + const processedGenre = topGenres.includes(book.genre) ? book.genre : 'Others'; + const movieStatus = book.adapted_to_movie ? 'Adapted to Movie' : 'Not Adapted'; + + // 為不同層級建立唯一 ID（防止環路） + const genreId = `g_${processedGenre}`; + const ageId = `a_${book.age_category}`; + const movieId = `m_${movieStatus}`; + + // 儲存 ID 與顯示名稱的對應 + nodesMap.set(genreId, processedGenre); + nodesMap.set(ageId, book.age_category); + nodesMap.set(movieId, movieStatus); + + // 第一層連線: Genre -> Age Category + const link1 = `${genreId}|${ageId}`; + links.set(link1, (links.get(link1) || 0) + 1); + + // 第二層連線: Age Category -> Movie Status + const link2 = `${ageId}|${movieId}`; + links.set(link2, (links.get(link2) || 0) + 1); + }); + + // 轉換為 D3 格式 + const nodes = Array.from(nodesMap.entries()).map(([id, name]) => ({ + id, + name, + })); + + const linksArray = Array.from(links.entries()).map(([key, value]) => { + const [source, target] = key.split('|'); + return { source, target, value }; + }); + + return { nodes, links: linksArray }; +} + +/** + * Get top N genres by count + */ +export function getTopGenres(data: BookData[], n: number = 10): string[] { + const genreData = aggregateByGenre(data); + return genreData + .sort((a, b) => b.count - a.count) + .slice(0, n) + .map(d => d.genre); +} + +/** + * Filter books by selected genres + */ +export function filterByGenres(data: BookData[], genres: string[]): BookData[] { + if (genres.length === 0) return data; + return data.filter(book => genres.includes(book.genre)); +} diff --git a/Homework2/jiazuo/src/vite-env.d.ts b/Homework2/jiazuo/src/vite-env.d.ts new file mode 100644 index 0000000..11f02fe --- /dev/null +++ b/Homework2/jiazuo/src/vite-env.d.ts @@ -0,0 +1 @@ +/// diff --git a/Homework2/jiazuo/tsconfig.json b/Homework2/jiazuo/tsconfig.json new file mode 100644 index 0000000..3b32131 --- /dev/null +++ b/Homework2/jiazuo/tsconfig.json @@ -0,0 +1,21 @@ +{ + "compilerOptions": { + "target": "ES2022", + "useDefineForClassFields": true, + "lib": ["ES2023", "DOM", "DOM.Iterable", "es6"], + "module": "ESNext", + "skipLibCheck": true, + "noImplicitAny": true, + "noImplicitThis": true, + "strictNullChecks": true, + + /* Bundler mode */ + "moduleResolution": "bundler", + "allowImportingTsExtensions": true, + "isolatedModules": true, + "moduleDetection": "force", + "noEmit": true, + "jsx": "react-jsx", + }, + "include": ["src", "vite.config.ts"] +} diff --git a/Homework2/jiazuo/vite.config.ts b/Homework2/jiazuo/vite.config.ts new file mode 100644 index 0000000..198ec17 --- /dev/null +++ b/Homework2/jiazuo/vite.config.ts @@ -0,0 +1,10 @@ +import { defineConfig } from 'vite' +import react from '@vitejs/plugin-react' + +// https://vitejs.dev/config/ +export default defineConfig({ + server: { + port: 3000, + }, + plugins: [react()], +}) From 71ce3151057a310e3a44ed39579fdc86d81988dc Mon Sep 17 00:00:00 2001 From: BD-Mo <15150693077@163.com> Date: Wed, 11 Feb 2026 22:54:12 -0800 Subject: [PATCH 2/2] Homework3 --- Homework3/jiazuo/README.md | 26 + Homework3/jiazuo/index.html | 16 + Homework3/jiazuo/package.json | 36 + .../data/top_1000_most_swapped_books.csv | 991 ++++++++++++++++++ Homework3/jiazuo/src/App.tsx | 131 +++ Homework3/jiazuo/src/components/BarChart.tsx | 200 ++++ .../jiazuo/src/components/SankeyDiagram.tsx | 199 ++++ .../jiazuo/src/components/ScatterPlot.tsx | 184 ++++ Homework3/jiazuo/src/index.css | 117 +++ Homework3/jiazuo/src/main.tsx | 10 + Homework3/jiazuo/src/stores/Reducer.ts | 25 + Homework3/jiazuo/src/style.css | 23 + Homework3/jiazuo/src/types.ts | 90 ++ Homework3/jiazuo/src/utils/dataLoader.ts | 125 +++ Homework3/jiazuo/src/vite-env.d.ts | 1 + Homework3/jiazuo/tsconfig.json | 21 + Homework3/jiazuo/vite.config.ts | 10 + 17 files changed, 2205 insertions(+) create mode 100644 Homework3/jiazuo/README.md create mode 100644 Homework3/jiazuo/index.html create mode 100644 Homework3/jiazuo/package.json create mode 100644 Homework3/jiazuo/public/data/top_1000_most_swapped_books.csv create mode 100644 Homework3/jiazuo/src/App.tsx create mode 100644 Homework3/jiazuo/src/components/BarChart.tsx create mode 100644 Homework3/jiazuo/src/components/SankeyDiagram.tsx create mode 100644 Homework3/jiazuo/src/components/ScatterPlot.tsx create mode 100644 Homework3/jiazuo/src/index.css create mode 100644 Homework3/jiazuo/src/main.tsx create mode 100644 Homework3/jiazuo/src/stores/Reducer.ts create mode 100644 Homework3/jiazuo/src/style.css create mode 100644 Homework3/jiazuo/src/types.ts create mode 100644 Homework3/jiazuo/src/utils/dataLoader.ts create mode 100644 Homework3/jiazuo/src/vite-env.d.ts create mode 100644 Homework3/jiazuo/tsconfig.json create mode 100644 Homework3/jiazuo/vite.config.ts diff --git a/Homework3/jiazuo/README.md b/Homework3/jiazuo/README.md new file mode 100644 index 0000000..765052f --- /dev/null +++ b/Homework3/jiazuo/README.md @@ -0,0 +1,26 @@ +# More about the Framework + + +This is a template in React and TypeScript. React has a steeper learning curve than Vue.js because it requires understanding JSX syntax and concepts like hooks and component lifecycle. + +If you want to use React but not with TypeScript, just remove any type specifications from the `Example.tsx`, `Notes.tsx`, and `NotesWithReducer.tsx`. You can always refer to `VanillaJS-Template/example.js` for this migration. + + +## Files You Have to Care about + +`package.json` is where we manage the libraries we installed. Besides this, most of the files you can ignore, but **the files under `./src/` are your concern**. + +* `./src/main.tsx` is the root script file for React that instatinates our single page application. +* `./src/App.tsx` is the root file for all **development** needs and is also where we manage the layout and load in components. +* `./src/types.ts` is usually where we declare our customized types if you're planning to use it. +* `./src/stores/` is where we manage the stores if you're planning to use it. The store is responsible for global state management. +* `./src/components/` is where we create the components. You may have multiple components depends on your design. + * `Example.tsx` shows how to read `.csv` and `.json`, how component size is being watched, how a bar chart is created, and how the component updates if there are any changes. + * `Notes.tsx` shows the difference of **state** and **prop**, how to use MUI, and how a local state updates based on interaction. + * `NotesWithReducer.tsx` is equivalent to `Notes.tsx`, excepts it uses store called reducer. + +## Libraries Installed in this Framework + * D3.js v7 for visualization + * [axios](https://axios-http.com/docs/intro) for API. + * [Material UI](https://mui.com/material-ui/getting-started/) for UI components. + * [lodash](https://lodash.com/) for utility functions in JavaScript. diff --git a/Homework3/jiazuo/index.html b/Homework3/jiazuo/index.html new file mode 100644 index 0000000..43ba167 --- /dev/null +++ b/Homework3/jiazuo/index.html @@ -0,0 +1,16 @@ + + + + + + + Book Popularity Dashboard - ECS272 HW2 + + + + + +
+ + + diff --git a/Homework3/jiazuo/package.json b/Homework3/jiazuo/package.json new file mode 100644 index 0000000..90948d4 --- /dev/null +++ b/Homework3/jiazuo/package.json @@ -0,0 +1,36 @@ +{ + "name": "react-template", + "private": true, + "version": "0.0.0", + "type": "module", + "scripts": { + "dev": "vite", + "build": "tsc -b && vite build", + "lint": "eslint .", + "preview": "vite preview" + }, + "dependencies": { + "@emotion/react": "^11.14.0", + "@emotion/styled": "^11.14.1", + "@mui/material": "^7.3.6", + "@types/d3": "^7.4.3", + "@types/d3-sankey": "^0.12.4", + "@types/lodash": "^4.17.21", + "axios": "^1.13.2", + "d3": "^7.9.0", + "d3-sankey": "^0.12.3", + "lodash": "^4.17.21", + "react": "^19.2.3", + "react-dom": "^19.2.3", + "usehooks-ts": "^3.1.1" + }, + "devDependencies": { + "@types/material-ui": "^0.21.18", + "@types/react": "^19.2.7", + "@types/react-dom": "^19.2.3", + "@vitejs/plugin-react": "^5.1.2", + "globals": "^17.0.0", + "typescript": "^5.9.3", + "vite": "^7.3.0" + } +} diff --git a/Homework3/jiazuo/public/data/top_1000_most_swapped_books.csv b/Homework3/jiazuo/public/data/top_1000_most_swapped_books.csv new file mode 100644 index 0000000..fe0b71f --- /dev/null +++ b/Homework3/jiazuo/public/data/top_1000_most_swapped_books.csv @@ -0,0 +1,991 @@ +id,title,author,genre,language,publicationYear,publisher,description,pageCount,tags,rating_average,most_popular_country,bestseller_status,awards,age_category,adapted_to_movie,movie_release_year,isbn +1,Harry Potter and the Sorcerer's Stone,"J.K. Rowling","Fantasy","English",1997,"Bloomsbury","A young wizard discovers his magical heritage and attends Hogwarts School of Witchcraft and Wizardry.",309,"magic,school,adventure",4.89,"UK",TRUE,"Smarties Prize,British Book Award","Children",TRUE,2001,"978-0747532743" +2,"To Kill a Mockingbird","Harper Lee","Southern Gothic","English",1960,"J.B. Lippincott & Co.","A lawyer in the Depression-era South defends a black man against an undeserved rape charge, and his children learn about prejudice.",281,"classic,law,racism,history",4.85,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1962,"978-0061120084" +3,"1984","George Orwell","Dystopian","English",1949,"Secker & Warburg","A dystopian social science fiction novel and cautionary tale about the future under a totalitarian regime.",328,"politics,scifi,totalitarianism",4.80,"UK",TRUE,"Prometheus Hall of Fame","Adult",TRUE,1984,"978-0451524935" +4,"The Great Gatsby","F. Scott Fitzgerald","Tragedy","English",1925,"Charles Scribner's Sons","A story of the fabulously wealthy Jay Gatsby and his love for the beautiful Daisy Buchanan.",180,"classic,wealth,romance,jazz age",4.40,"USA",TRUE,"None","Adult",TRUE,2013,"978-0743273565" +5,"The Hobbit","J.R.R. Tolkien","Fantasy","English",1937,"George Allen & Unwin","Bilbo Baggins, a hobbit, is swept into an epic quest to reclaim the lost Dwarf Kingdom of Erebor.",310,"adventure,dragons,magic",4.75,"UK",TRUE,"Keith Barker Millennium Book Award","Children",TRUE,2012,"978-0547928227" +6,"Pride and Prejudice","Jane Austen","Romance","English",1813,"T. Egerton","The romantic clash between the opinionated Elizabeth Bennet and her proud beau, Mr. Darcy.",279,"classic,love,victorian,satire",4.65,"UK",TRUE,"None","Adult",TRUE,2005,"978-0141439518" +7,"The Catcher in the Rye","J.D. Salinger","Realism","English",1951,"Little, Brown and Company","Holden Caulfield, a teenager from New York, narrates his two days of angst and alienation.",234,"teen,classic,angst,coming-of-age",4.05,"USA",TRUE,"None","Young Adult",FALSE,,"978-0316769488" +8,"The Da Vinci Code","Dan Brown","Thriller","English",2003,"Doubleday","Robert Langdon investigates a murder in the Louvre that leads to a religious mystery protected by a secret society.",489,"mystery,religion,art,conspiracy",4.30,"USA",TRUE,"British Book Award","Adult",TRUE,2006,"978-0307474278" +9,"The Hunger Games","Suzanne Collins","Dystopian","English",2008,"Scholastic","Katniss Everdeen volunteers to take her sister's place in a televised fight to the death.",374,"survival,action,romance,scifi",4.72,"USA",TRUE,"California Young Reader Medal","Young Adult",TRUE,2012,"978-0439023481" +10,"The Lord of the Rings","J.R.R. Tolkien","Fantasy","English",1954,"George Allen & Unwin","Frodo Baggins must destroy the One Ring to defeat the Dark Lord Sauron.",1178,"epic,magic,war,adventure",4.92,"UK",TRUE,"International Fantasy Award","Adult",TRUE,2001,"978-0544003415" +11,"The Alchemist","Paulo Coelho","Adventure","English",1988,"HarperCollins","Santiago, an Andalusian shepherd boy, travels in search of a worldly treasure.",163,"philosophy,travel,dreams",4.55,"Brazil",TRUE,"Corine International Book Prize","Adult",FALSE,,"978-0062315007" +12,"The Chronicles of Narnia: The Lion, the Witch and the Wardrobe","C.S. Lewis","Fantasy","English",1950,"Geoffrey Bles","Four siblings step through a wardrobe into the magical land of Narnia.",208,"magic,kids,christianity,winter",4.70,"UK",TRUE,"Lewis Carroll Shelf Award","Children",TRUE,2005,"978-0064404990" +13,"Animal Farm","George Orwell","Satire","English",1945,"Secker & Warburg","Farm animals rebel against their human farmer, hoping to create a society where they can be equal.",112,"politics,animals,allegory",4.60,"UK",TRUE,"Hugo Award","Adult",TRUE,1954,"978-0451526342" +14,"Jane Eyre","Charlotte Brontë","Gothic","English",1847,"Smith, Elder & Co.","The story of a young governess and her love for her mysterious employer, Mr. Rochester.",500,"classic,romance,mystery",4.58,"UK",TRUE,"None","Adult",TRUE,2011,"978-0141441146" +15,"Gone with the Wind","Margaret Mitchell","Historical Fiction","English",1936,"Macmillan","Scarlett O'Hara's struggle to survive and keep her land during the American Civil War.",1037,"war,romance,history,south",4.45,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,1939,"978-1451635621" +16,"Fahrenheit 451","Ray Bradbury","Sci-Fi","English",1953,"Ballantine Books","A future society where books are outlawed and 'firemen' burn any that are found.",249,"censorship,future,books",4.50,"USA",TRUE,"Prometheus Hall of Fame","Adult",TRUE,1966,"978-1451673319" +17,"Brave New World","Aldous Huxley","Dystopian","English",1932,"Chatto & Windus","A futuristic society managed by genetic engineering, brainwashing, and drugs.",268,"science,society,philosophy",4.35,"UK",TRUE,"None","Adult",TRUE,1998,"978-0060850524" +18,"Charlotte's Web","E.B. White","Children's Fiction","English",1952,"Harper & Brothers","A pig named Wilbur is saved from slaughter by a spider named Charlotte.",184,"animals,friendship,kids",4.80,"USA",TRUE,"Newbery Honor","Children",TRUE,2006,"978-0061124952" +19,"The Kite Runner","Khaled Hosseini","Drama","English",2003,"Riverhead Books","A wealthy boy and the son of his father's servant grow up in Afghanistan.",371,"friendship,betrayal,afghanistan",4.68,"USA",TRUE,"Boeke Prize","Adult",TRUE,2007,"978-1594631931" +20,"The Book Thief","Markus Zusak","Historical Fiction","English",2005,"Picador","A young girl in Nazi Germany steals books and shares them with others.",552,"war,books,death,history",4.76,"Australia",TRUE,"Michael L. Printz Award","Young Adult",TRUE,2013,"978-0375842207" +21,"The Little Prince","Antoine de Saint-Exupéry","Fable","English",1943,"Reynal & Hitchcock","A pilot stranded in the desert meets a young prince fallen to Earth from a tiny asteroid.",96,"philosophy,childhood,classic",4.95,"USA",TRUE,"Retro Hugo","Children",TRUE,1974,"978-0156012195" +22,"The Handmaid's Tale","Margaret Atwood","Dystopian","English",1985,"McClelland and Stewart","In a theocratic future, women are subjugated and used for reproduction.",311,"feminism,dystopia,politics",4.12,"Canada",TRUE,"Arthur C. Clarke Award","Adult",TRUE,1990,"978-0385490818" +23,"Jurassic Park","Michael Crichton","Sci-Fi","English",1990,"Knopf","Genetically engineered dinosaurs run amok at an island theme park.",399,"dinosaurs,science,thriller",4.05,"USA",TRUE,"None","Adult",TRUE,1993,"978-0345538987" +24,"The Fault in Our Stars","John Green","Romance","English",2012,"Dutton Books","Two cancer-afflicted teenagers meet at a support group and fall in love.",313,"love,sad,teen,illness",4.18,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2014,"978-0525478812" +25,"The Shining","Stephen King","Horror","English",1977,"Doubleday","A family stays in an isolated hotel for the winter where a sinister presence drives the father to violence.",447,"horror,ghosts,psychological",4.25,"USA",TRUE,"None","Adult",TRUE,1980,"978-0307743657" +26,"The Hitchhiker's Guide to the Galaxy","Douglas Adams","Sci-Fi","English",1979,"Pan Books","Arthur Dent is rescued from Earth moments before its destruction to make way for a bypass.",193,"humor,space,satire",4.22,"UK",TRUE,"Golden Pan","Adult",TRUE,2005,"978-0345391803" +27,"Wuthering Heights","Emily Brontë","Gothic","English",1847,"Thomas Cautley Newby","The intense and tragic love story of Heathcliff and Catherine Earnshaw on the Yorkshire moors.",416,"classic,romance,revenge",3.88,"UK",TRUE,"None","Adult",TRUE,1939,"978-0141439556" +28,"Little Women","Louisa May Alcott","Coming-of-age","English",1868,"Roberts Brothers","The lives of the four March sisters as they grow up in Civil War era America.",759,"sisters,family,classic,history",4.10,"USA",TRUE,"None","Children",TRUE,2019,"978-0147514011" +29,"Frankenstein","Mary Shelley","Sci-Fi","English",1818,"Lackington, Hughes","A scientist creates a sapient creature in an unorthodox scientific experiment.",280,"horror,science,classic",3.85,"UK",TRUE,"None","Adult",TRUE,1931,"978-0486282114" +30,"Alice's Adventures in Wonderland","Lewis Carroll","Fantasy","English",1865,"Macmillan","A young girl falls down a rabbit hole into a fantasy world of anthropomorphic creatures.",200,"magic,classic,surreal",4.05,"UK",TRUE,"None","Children",TRUE,1951,"978-0141439761" +31,"The Picture of Dorian Gray","Oscar Wilde","Gothic","English",1890,"Lippincott's Monthly","A young man remains youthful while his portrait ages and records his moral corruption.",254,"classic,philosophy,horror",4.11,"UK",TRUE,"None","Adult",TRUE,1945,"978-0141439570" +32,"Gone Girl","Gillian Flynn","Thriller","English",2012,"Crown Publishing Group","A man becomes the prime suspect when his wife disappears on their fifth wedding anniversary.",419,"mystery,crime,twist",4.10,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2014,"978-0307588371" +33,"The Girl with the Dragon Tattoo","Stieg Larsson","Crime","English",2005,"Knopf","A journalist and a hacker investigate a disappearance from forty years ago.",465,"mystery,sweden,hacker",4.15,"Sweden",TRUE,"Glass Key Award","Adult",TRUE,2011,"978-0307454546" +34,"Life of Pi","Yann Martel","Adventure","English",2001,"Knopf Canada","A boy survives a shipwreck and is lost at sea with a Bengal tiger.",319,"survival,philosophy,animals",3.92,"Canada",TRUE,"Man Booker Prize","Adult",TRUE,2012,"978-0156027328" +35,"The Giver","Lois Lowry","Dystopian","English",1993,"Houghton Mifflin","A boy lives in a seemingly perfect community but discovers the dark truth about its past.",208,"society,memory,future",4.13,"USA",TRUE,"Newbery Medal","Young Adult",TRUE,2014,"978-0544336261" +36,"Twilight","Stephenie Meyer","Romance","English",2005,"Little, Brown","A teenage girl falls in love with a vampire in the rainy town of Forks.",498,"vampires,love,teen",3.60,"USA",TRUE,"Kids' Choice Award","Young Adult",TRUE,2008,"978-0316015844" +37,"Of Mice and Men","John Steinbeck","Tragedy","English",1937,"Covici Friede","Two displaced ranch workers move from place to place in California in search of work.",107,"friendship,depression,classic",3.89,"USA",TRUE,"None","Adult",TRUE,1992,"978-0140177398" +38,"The Secret Garden","Frances Hodgson Burnett","Children's Fiction","English",1911,"Frederick A. Stokes","A young orphan girl discovers a neglected garden at her uncle's estate.",331,"nature,healing,classic",4.15,"UK",TRUE,"None","Children",TRUE,1993,"978-0064401883" +39,"Moby-Dick","Herman Melville","Adventure","English",1851,"Harper & Brothers","Captain Ahab's obsessive quest for revenge against the white whale Moby Dick.",635,"sea,whale,classic,obsession",3.50,"USA",TRUE,"None","Adult",TRUE,1956,"978-0142437247" +40,"A Tale of Two Cities","Charles Dickens","Historical Fiction","English",1859,"Chapman & Hall","A story of love and sacrifice set in London and Paris during the French Revolution.",489,"history,war,romance,classic",3.85,"UK",TRUE,"None","Adult",TRUE,1935,"978-0141439600" +41,"Lord of the Flies","William Golding","Allegory","English",1954,"Faber and Faber","A group of British boys stranded on an uninhabited island descend into savagery.",224,"classic,survival,society,psychology",3.69,"UK",TRUE,"Nobel Prize","Young Adult",TRUE,1963,"978-0399501487" +42,"A Game of Thrones","George R.R. Martin","Fantasy","English",1996,"Bantam Spectra","Noble families fight for control of the Iron Throne in the land of Westeros.",835,"epic,politics,dragons,war",4.44,"USA",TRUE,"Locus Award","Adult",TRUE,2011,"978-0553103540" +43,"The Godfather","Mario Puzo","Crime","English",1969,"G. P. Putnam's Sons","The story of a fictional Mafia family in New York City, headed by Don Vito Corleone.",448,"mafia,crime,family,italy",4.37,"USA",TRUE,"None","Adult",TRUE,1972,"978-0451205766" +44,"Divergent","Veronica Roth","Dystopian","English",2011,"Katherine Tegen Books","In a society divided into factions based on virtues, Tris Prior discovers she is Divergent.",487,"action,romance,society",4.15,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2014,"978-0062024039" +45,"A Clockwork Orange","Anthony Burgess","Dystopian","English",1962,"William Heinemann","A teenage sociopath is subjected to a state-sponsored psychological rehabilitation treatment.",192,"violence,classic,satire",3.99,"UK",TRUE,"None","Adult",TRUE,1971,"978-0393312836" +46,"Dracula","Bram Stoker","Gothic Horror","English",1897,"Archibald Constable","The vampire Count Dracula moves from Transylvania to England to spread the undead curse.",418,"vampires,horror,classic",4.01,"UK",TRUE,"None","Adult",TRUE,1931,"978-0486411095" +47,"The Maze Runner","James Dashner","Sci-Fi","English",2009,"Delacorte Press","Thomas wakes up in a glade surrounded by a massive maze with no memory of his past.",375,"mystery,survival,action",4.04,"USA",TRUE,"None","Young Adult",TRUE,2014,"978-0385737973" +48,"The Martian","Andy Weir","Sci-Fi","English",2011,"Crown Publishing","An astronaut stranded on Mars must use his scientific ingenuity to survive.",369,"science,space,survival,humor",4.41,"USA",TRUE,"Seiun Award","Adult",TRUE,2015,"978-0553418026" +49,"Into the Wild","Jon Krakauer","Biography","English",1996,"Villard","The true story of Christopher McCandless, who abandoned his life to live in the Alaskan wilderness.",224,"travel,nature,tragedy,nonfiction",4.00,"USA",TRUE,"None","Adult",TRUE,2007,"978-0385486804" +50,"The Outsiders","S.E. Hinton","Coming-of-age","English",1967,"Viking Press","Two rival gangs, the Greasers and the Socs, clash in 1960s Oklahoma.",192,"gangs,teen,friendship,classic",4.10,"USA",TRUE,"New York Herald Tribune Best Teenage Book","Young Adult",TRUE,1983,"978-0142407332" +51,"Ready Player One","Ernest Cline","Sci-Fi","English",2011,"Random House","A teenager hunts for an Easter egg in a virtual reality world to inherit a fortune.",374,"gaming,80s,adventure",4.23,"USA",TRUE,"Prometheus Award","Young Adult",TRUE,2018,"978-0307887436" +52,"The Girl on the Train","Paula Hawkins","Thriller","English",2015,"Riverhead Books","A commuter becomes entangled in a missing persons investigation after witnessing something from a train.",323,"mystery,crime,alcoholism",3.96,"UK",TRUE,"Goodreads Choice Award","Adult",TRUE,2016,"978-1594634024" +53,"Water for Elephants","Sara Gruen","Historical Fiction","English",2006,"Algonquin Books","A veterinary student joins a traveling circus during the Great Depression.",335,"circus,animals,romance",4.10,"Canada",TRUE,"Book Sense Book of the Year","Adult",TRUE,2011,"978-1565125605" +54,"Memoirs of a Geisha","Arthur Golden","Historical Fiction","English",1997,"Knopf","A young girl is sold into a geisha house in Kyoto and learns the arts of the profession.",448,"japan,culture,romance",4.14,"USA",TRUE,"None","Adult",TRUE,2005,"978-0140288478" +55,"Fight Club","Chuck Palahniuk","Satire","English",1996,"W. W. Norton","An insomniac office worker starts an underground fight club that evolves into something much darker.",218,"anarchy,psychology,violence",4.19,"USA",TRUE,"Pacific Northwest Booksellers Award","Adult",TRUE,1999,"978-0393039764" +56,"American Psycho","Bret Easton Ellis","Horror","English",1991,"Vintage","A wealthy investment banker hides his psychopathic ego from his co-workers and friends.",399,"crime,satire,psychology",3.80,"USA",TRUE,"None","Adult",TRUE,2000,"978-0679735779" +57,"The Road","Cormac McCarthy","Post-Apocalyptic","English",2006,"Knopf","A father and son journey across a desolate, burned America reaching for the coast.",287,"survival,dark,fatherhood",3.99,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2009,"978-0307387899" +58,"Room","Emma Donoghue","Drama","English",2010,"Little, Brown","A five-year-old boy and his mother are held captive in a small room.",321,"kidnap,family,psychology",4.08,"Canada",TRUE,"Rogers Writers' Trust Fiction Prize","Adult",TRUE,2015,"978-0316098335" +59,"The Help","Kathryn Stockett","Historical Fiction","English",2009,"Putnam","African American maids working in white households in Jackson, Mississippi, during the early 1960s.",464,"racism,civil rights,friendship",4.47,"USA",TRUE,"Boeke Prize","Adult",TRUE,2011,"978-0399155345" +60,"The Lovely Bones","Alice Sebold","Fantasy","English",2002,"Little, Brown","A teenage girl watches from heaven as her family and friends deal with her murder.",328,"crime,death,family,ghosts",3.85,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,2009,"978-0316666343" +61,"The Old Man and the Sea","Ernest Hemingway","Literary Fiction","English",1952,"Charles Scribner's Sons","An aging fisherman struggles with a giant marlin far out in the Gulf Stream off the coast of Cuba.",127,"fishing,struggle,classic",4.30,"USA",TRUE,"Pulitzer Prize,Nobel Prize","Adult",TRUE,1958,"978-0684801223" +62,"One Hundred Years of Solitude","Gabriel García Márquez","Magical Realism","English",1967,"Harper & Row","The multi-generational story of the Buendía family in the fictional town of Macondo.",417,"family,magic,colombia,classic",4.10,"Colombia",TRUE,"Nobel Prize","Adult",FALSE,,"978-0060883287" +64,"Catch-22","Joseph Heller","Satire","English",1961,"Simon & Schuster","A US Air Force bombardier tries to escape the war but is trapped by bureaucratic paradoxes.",453,"war,humor,absurdism",3.98,"USA",TRUE,"None","Adult",TRUE,1970,"978-1451626650" +65,"Great Expectations","Charles Dickens","Coming-of-age","English",1861,"Chapman & Hall","The orphan Pip rises to wealth and status through the help of a mysterious benefactor.",505,"classic,love,class,london",3.79,"UK",TRUE,"None","Adult",TRUE,1946,"978-0141439563" +66,"The Bell Jar","Sylvia Plath","Semi-autobiographical","English",1963,"Heinemann","A talented young woman descends into mental illness while interning at a magazine in New York.",244,"depression,feminism,mental health",4.03,"USA",TRUE,"None","Adult",TRUE,1979,"978-0060837020" +67,"Slaughterhouse-Five","Kurt Vonnegut","Sci-Fi","English",1969,"Delacorte","Billy Pilgrim becomes unstuck in time after witnessing the firebombing of Dresden.",275,"war,time travel,satire",4.10,"USA",TRUE,"None","Adult",TRUE,1972,"978-0385333849" +68,"Atonement","Ian McEwan","Drama","English",2001,"Jonathan Cape","A 13-year-old girl makes a false accusation that ruins the lives of her sister and her lover.",371,"war,love,betrayal,writing",3.93,"UK",TRUE,"Booker Prize Shortlist","Adult",TRUE,2007,"978-0099429791" +69,"The Color Purple","Alice Walker","Epistolary","English",1982,"Harcourt Brace","The life of African American women in the Southern United States in the 1930s.",295,"racism,feminism,history",4.24,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,1985,"978-0156028356" +70,"Dune","Frank Herbert","Sci-Fi","English",1965,"Chilton Books","Paul Atreides must lead the Fremen to reclaim the desert planet Arrakis.",658,"space,politics,ecology,epic",4.26,"USA",TRUE,"Hugo,Nebula","Adult",TRUE,2021,"978-0441013593" +71,"Anna Karenina","Leo Tolstoy","Romance","English",1877,"The Russian Messenger","A tragic story of a married aristocrat's affair and her search for happiness.",964,"russia,classic,love,tragedy",4.08,"Russia",TRUE,"None","Adult",TRUE,2012,"978-0143035008" +73,"The Secret History","Donna Tartt","Dark Academia","English",1992,"Knopf","A group of classics students at a small college cover up a murder they committed.",559,"mystery,college,obsession",4.15,"USA",TRUE,"None","Adult",FALSE,,"978-1400031702" +74,"Things Fall Apart","Chinua Achebe","Historical Fiction","English",1958,"Heinemann","The life of Okonkwo, an Igbo leader, deals with the influence of British colonialism in Nigeria.",209,"africa,history,tragedy",3.70,"Nigeria",TRUE,"None","Adult",FALSE,,"978-0385474542" +75,"Crime and Punishment","Fyodor Dostoevsky","Psychological Fiction","English",1866,"The Russian Messenger","Raskolnikov commits a murder to test his theory of being an extraordinary man.",671,"philosophy,crime,classic,russia",4.25,"Russia",TRUE,"None","Adult",TRUE,2002,"978-0140449136" +76,"The Perks of Being a Wallflower","Stephen Chbosky","Coming-of-age","English",1999,"MTV Books","An introverted freshman navigates his first year of high school with new friends.",213,"teen,mental health,friendship",4.22,"USA",TRUE,"None","Young Adult",TRUE,2012,"978-1451696196" +77,"Coraline","Neil Gaiman","Dark Fantasy","English",2002,"HarperCollins","A young girl opens a locked door in her new house and finds a parallel world.",162,"horror,magic,kids",4.10,"UK",TRUE,"Hugo,Nebula","Children",TRUE,2009,"978-0380977789" +78,"Matilda","Roald Dahl","Children's Fiction","English",1988,"Jonathan Cape","A brilliant young girl with telekinetic powers deals with her neglectful parents and a cruel headmistress.",240,"magic,school,humor",4.33,"UK",TRUE,"Children's Book Award","Children",TRUE,1996,"978-0142410370" +79,"Ender's Game","Orson Scott Card","Sci-Fi","English",1985,"Tor Books","A young boy is trained in a battle school to lead humanity's war against an alien race.",324,"space,war,strategy",4.31,"USA",TRUE,"Hugo,Nebula","Young Adult",TRUE,2013,"978-0812550702" +80,"Where the Crawdads Sing","Delia Owens","Mystery","English",2018,"G. P. Putnam's Sons","A girl who grew up alone in the marshes of North Carolina becomes a suspect in a murder.",368,"nature,romance,mystery",4.41,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2022,"978-0735219090" +81,"The Pillars of the Earth","Ken Follett","Historical Fiction","English",1989,"Macmillan","The building of a cathedral in the fictional town of Kingsbridge evokes power struggles and family feuds.",973,"history,architecture,epic",4.33,"UK",TRUE,"None","Adult",TRUE,2010,"978-0451207142" +82,"The Name of the Wind","Patrick Rothfuss","Fantasy","English",2007,"DAW Books","Kvothe, a legendary figure, tells the story of his life and how he became the most notorious wizard.",662,"magic,music,adventure",4.52,"USA",TRUE,"Quill Award","Adult",FALSE,,"978-0756404741" +83,"The Night Circus","Erin Morgenstern","Fantasy","English",2011,"Doubleday","Two young magicians are pawned against each other in a duel within a mysterious circus.",387,"magic,romance,circus",4.02,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-0307744432" +84,"One Flew Over the Cuckoo's Nest","Ken Kesey","Psychological Fiction","English",1962,"Viking Press","A criminal pleads insanity to serve his sentence in a mental institution and clashes with the head nurse.",325,"mental health,rebellion,classic",4.20,"USA",TRUE,"None","Adult",TRUE,1975,"978-0451163967" +85,"The Silence of the Lambs","Thomas Harris","Thriller","English",1988,"St. Martin's Press","FBI trainee Clarice Starling seeks the help of incarcerated cannibal Dr. Hannibal Lecter to catch a serial killer.",338,"crime,horror,psychology",4.23,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,1991,"978-0312924584" +86,"Rebecca","Daphne du Maurier","Gothic","English",1938,"Victor Gollancz","A young woman marries a wealthy widower and moves to his estate, where the memory of his first wife haunts her.",449,"mystery,romance,classic",4.24,"UK",TRUE,"National Book Award","Adult",TRUE,1940,"978-0380730407" +87,"Watership Down","Richard Adams","Fantasy","English",1972,"Rex Collings","A group of rabbits escape the destruction of their warren and seek a new home.",478,"animals,adventure,classic",4.05,"UK",TRUE,"Carnegie Medal","Young Adult",TRUE,1978,"978-0743271370" +88,"American Gods","Neil Gaiman","Fantasy","English",2001,"William Morrow","Shadow Moon is released from prison and hired as a bodyguard for a mysterious man named Mr. Wednesday.",635,"mythology,road trip,americana",4.11,"USA",TRUE,"Hugo,Nebula","Adult",TRUE,2017,"978-0380973651" +89,"A Tree Grows in Brooklyn","Betty Smith","Coming-of-age","English",1943,"Harper & Brothers","The story of a young girl growing up in poverty in Williamsburg, Brooklyn, in the early 20th century.",493,"family,classic,poverty",4.25,"USA",TRUE,"None","Young Adult",TRUE,1945,"978-0060736262" +90,"The Grapes of Wrath","John Steinbeck","Historical Fiction","English",1939,"Viking Press","The Joad family is forced off their farm during the Great Depression and travels to California.",464,"history,poverty,social",3.98,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,1940,"978-0143039433" +91,"Lolita","Vladimir Nabokov","Classic","English",1955,"Olympia Press","A literature professor becomes obsessed with a 12-year-old girl.",336,"controversial,classic,psychology",3.88,"USA",TRUE,"None","Adult",TRUE,1962,"978-0679723165" +92,"Romeo and Juliet","William Shakespeare","Tragedy","English",1597,"John Danter","Two young star-crossed lovers whose deaths ultimately reconcile their feuding families.",281,"play,love,tragedy,classic",3.75,"UK",TRUE,"None","Young Adult",TRUE,1968,"978-0743477116" +93,"Hamlet","William Shakespeare","Tragedy","English",1603,"Nicholas Ling","Prince Hamlet seeks revenge against his uncle, who has murdered Hamlet's father in order to seize the throne.",342,"play,revenge,philosophy",4.02,"UK",TRUE,"None","Adult",TRUE,1948,"978-0743477123" +94,"The Odyssey","Homer","Epic Poetry","English",-700,"Unknown","Odysseus's ten-year journey home after the Trojan War.",541,"mythology,epic,adventure",3.77,"Greece",TRUE,"None","Adult",TRUE,1997,"978-0140268869" +95,"Don Quixote","Miguel de Cervantes","Adventure","Spanish",1605,"Francisco de Robles","A noble reads so many romances that he loses his mind and decides to become a knight-errant.",928,"classic,satire,spain",3.88,"Spain",TRUE,"None","Adult",TRUE,1972,"978-0060934347" +96,"Les Misérables","Victor Hugo","Historical Fiction","French",1862,"A. Lacroix","Ex-convict Jean Valjean struggles for redemption while being hunted by the ruthless policeman Javert.",1463,"history,france,justice,classic",4.18,"France",TRUE,"None","Adult",TRUE,2012,"978-0451419439" +97,"War and Peace","Leo Tolstoy","Historical Fiction","Russian",1869,"The Russian Messenger","Five aristocratic families face the Napoleonic invasion of Russia.",1225,"history,russia,war,classic",4.14,"Russia",TRUE,"None","Adult",TRUE,1956,"978-1400079988" +98,"Ulysses","James Joyce","Modernist","English",1922,"Sylvia Beach","The appointments and encounters of Leopold Bloom in Dublin in the course of an ordinary day.",730,"classic,dublin,complex",3.73,"Ireland",TRUE,"None","Adult",TRUE,1967,"978-0679722762" +99,"Beloved","Toni Morrison","Magical Realism","English",1987,"Knopf","A former slave is haunted by the memory of her daughter, whom she killed to save from slavery.",324,"history,ghosts,slavery",3.93,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1998,"978-1400033416" +100,"Cloud Atlas","David Mitchell","Sci-Fi","English",2004,"Sceptre","Six nesting stories spanning from the 19th century to a post-apocalyptic future.",509,"time,philosophy,connection",4.02,"UK",TRUE,"British Book Award","Adult",TRUE,2012,"978-0375507250" +101,"Foundation","Isaac Asimov","Sci-Fi","English",1951,"Gnome Press","A mathematician predicts the fall of the Galactic Empire and creates a foundation to reduce the dark age.",255,"space,empire,psychohistory",4.18,"USA",TRUE,"Hugo Award","Adult",TRUE,2021,"978-0553293357" +102,"Neuromancer","William Gibson","Cyberpunk","English",1984,"Ace","A washed-up computer hacker is hired by a mysterious employer for one last job.",271,"cyberpunk,hacker,future",3.89,"USA",TRUE,"Hugo,Nebula,Philip K. Dick Award","Adult",FALSE,,"978-0441569595" +103,"Snow Crash","Neal Stephenson","Sci-Fi","English",1992,"Bantam Spectra","A pizza deliverer in the real world is a warrior prince in the Metaverse.",480,"cyberpunk,metaverse,satire",4.03,"USA",TRUE,"None","Adult",FALSE,,"978-0553380958" +104,"Hyperion","Dan Simmons","Sci-Fi","English",1989,"Doubleday","Seven pilgrims journey to the distant world of Hyperion to share their stories.",482,"space,opera,time,religion",4.26,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0553283686" +105,"The Three-Body Problem","Cixin Liu","Sci-Fi","English",2008,"Chongqing Press","Nanotechnology researcher Wang Miao is involved in a conspiracy involving an alien invasion.",399,"aliens,physics,china",4.08,"China",TRUE,"Hugo Award","Adult",TRUE,2023,"978-0765377067" +106,"Norwegian Wood","Haruki Murakami","Romance","English",1987,"Kodansha","A college student reflects on his life and the two women who affected him.",296,"japan,love,loss,music",4.03,"Japan",TRUE,"None","Adult",TRUE,2010,"978-0307744661" +107,"Kafka on the Shore","Haruki Murakami","Magical Realism","English",2002,"Shinchosha","A teenage boy runs away from home to find his mother and sister.",505,"cats,japan,magic,surreal",4.13,"Japan",TRUE,"World Fantasy Award","Adult",FALSE,,"978-1400079278" +108,"Never Let Me Go","Kazuo Ishiguro","Sci-Fi","English",2005,"Faber and Faber","Students at an exclusive boarding school discover the dark truth about their existence.",288,"dystopia,clones,friendship",3.83,"UK",TRUE,"None","Adult",TRUE,2010,"978-1400078776" +109,"The Remains of the Day","Kazuo Ishiguro","Historical Fiction","English",1989,"Faber and Faber","A butler recalls his life of service at Darlington Hall during the waning days of the British aristocracy.",258,"history,memory,class",4.13,"UK",TRUE,"Booker Prize","Adult",TRUE,1993,"978-0679731726" +110,"Midnight's Children","Salman Rushdie","Magical Realism","English",1981,"Jonathan Cape","Children born at the exact moment of India's independence possess special powers.",647,"india,history,magic,politics",3.98,"India",TRUE,"Booker Prize","Adult",TRUE,2012,"978-0812976533" +111,"White Teeth","Zadie Smith","Contemporary Fiction","English",2000,"Hamish Hamilton","Two wartime friends and their families navigate life in multicultural London.",448,"london,race,family,humor",3.78,"UK",TRUE,"Whitbread Book Award","Adult",TRUE,2002,"978-0375703867" +112,"The God of Small Things","Arundhati Roy","Drama","English",1997,"IndiaInk","The childhood experiences of fraternal twins establish the rules of society in Kerala, India.",321,"india,family,caste,tragedy",3.95,"India",TRUE,"Booker Prize","Adult",FALSE,,"978-0812979657" +113,"The Goldfinch","Donna Tartt","Bildungsroman","English",2013,"Little, Brown","A boy survives a terrorist bombing at an art museum and keeps a small painting that draws him into the underworld.",771,"art,crime,coming-of-age",3.92,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2019,"978-0316055437" +114,"All the Light We Cannot See","Anthony Doerr","Historical Fiction","English",2014,"Scribner","A blind French girl and a German boy's paths collide in occupied France during WWII.",531,"war,history,radio,blindness",4.33,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2023,"978-1501161933" +115,"The Nightingale","Kristin Hannah","Historical Fiction","English",2015,"St. Martin's Press","Two sisters in France struggle to survive and resist the German occupation of WWII.",440,"war,sisters,france,resistance",4.60,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2024,"978-0312577223" +116,"The Seven Husbands of Evelyn Hugo","Taylor Jenkins Reid","Romance","English",2017,"Atria Books","An aging Hollywood icon recounts her glamorous and scandalous life to an unknown reporter.",389,"hollywood,lgbt,romance",4.43,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2025,"978-1501161933" +117,"Daisy Jones & The Six","Taylor Jenkins Reid","Historical Fiction","English",2019,"Ballantine Books","An oral history of a fictional rock band's rise and fall in the 1970s.",355,"music,70s,rock,interview",4.20,"USA",TRUE,"None","Adult",TRUE,2023,"978-1524798628" +118,"It Ends with Us","Colleen Hoover","Romance","English",2016,"Atria Books","Lily falls for a neurosurgeon but finds herself in an abusive relationship.",384,"romance,abuse,contemporary",4.24,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2024,"978-1501110368" +119,"Big Little Lies","Liane Moriarty","Mystery","English",2014,"Putnam","A murder investigation reveals the secrets of three women in a beachfront community.",460,"secrets,marriage,australia",4.28,"Australia",TRUE,"None","Adult",TRUE,2017,"978-0399167065" +120,"Sharp Objects","Gillian Flynn","Thriller","English",2006,"Shaye Areheart","A reporter returns to her hometown to cover a series of murders and confronts her own past.",254,"mystery,dark,crime,family",4.00,"USA",TRUE,"None","Adult",TRUE,2018,"978-0307341556" +121,"The Woman in the Window","A.J. Finn","Thriller","English",2018,"William Morrow","An agoraphobic woman witnesses a crime in her neighbor's house.",427,"mystery,suspense,crime",3.95,"USA",TRUE,"None","Adult",TRUE,2021,"978-0062678416" +122,"Steve Jobs","Walter Isaacson","Biography","English",2011,"Simon & Schuster","The exclusive biography of the creative entrepreneur who revolutionized technology.",656,"tech,biography,apple,business",4.15,"USA",TRUE,"None","Adult",TRUE,2015,"978-1451648539" +123,"Educated","Tara Westover","Memoir","English",2018,"Random House","A woman grows up in a survivalist family in Idaho and eventually escapes to get an education.",334,"memoir,family,education",4.47,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0399590504" +124,"Becoming","Michelle Obama","Memoir","English",2018,"Crown","The memoir of the former First Lady of the United States.",426,"politics,memoir,women",4.49,"USA",TRUE,"Grammy Award","Adult",TRUE,2020,"978-1524763138" +125,"Born a Crime","Trevor Noah","Memoir","English",2016,"Spiegel & Grau","Stories of growing up in South Africa during and after apartheid.",289,"humor,africa,memoir",4.49,"South Africa",TRUE,"Thurber Prize","Adult",FALSE,,"978-0399588174" +126,"Quiet: The Power of Introverts","Susan Cain","Non-fiction","English",2012,"Crown","An examination of how society undervalues introverts and the power they hold.",352,"psychology,business,self-help",4.07,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0307352156" +127,"Atomic Habits","James Clear","Self-Help","English",2018,"Avery","A guide to building good habits and breaking bad ones through small changes.",319,"psychology,growth,productivity",4.35,"USA",TRUE,"None","Adult",FALSE,,"978-0735211292" +128,"Thinking, Fast and Slow","Daniel Kahneman","Psychology","English",2011,"Farrar, Straus and Giroux","A breakdown of the two systems that drive the way we think.",499,"science,psychology,economics",4.18,"Israel",TRUE,"National Academy of Sciences Best Book","Adult",FALSE,,"978-0374275631" +129,"Sapiens: A Brief History of Humankind","Yuval Noah Harari","History","English",2011,"Harvill Secker","A survey of the history of humankind from the Stone Age to the twenty-first century.",443,"history,anthropology,science",4.36,"Israel",TRUE,"Wenjin Book Award","Adult",FALSE,,"978-0062316097" +130,"Outliers: The Story of Success","Malcolm Gladwell","Non-fiction","English",2008,"Little, Brown","An investigation into the factors that contribute to high levels of success.",309,"sociology,success,psychology",4.18,"Canada",TRUE,"None","Adult",FALSE,,"978-0316017930" +131,"The Immortal Life of Henrietta Lacks","Rebecca Skloot","Biography","English",2010,"Crown","The story of a woman whose cells were harvested without her consent and changed science.",369,"science,history,medicine",4.07,"USA",TRUE,"National Academies Communication Award","Adult",TRUE,2017,"978-1400052189" +132,"Into Thin Air","Jon Krakauer","Non-fiction","English",1997,"Villard","A personal account of the 1996 Mount Everest disaster.",332,"adventure,mountain,tragedy",4.19,"USA",TRUE,"None","Adult",TRUE,1997,"978-0385494786" +133,"Wild","Cheryl Strayed","Memoir","English",2012,"Knopf","A woman hikes the Pacific Crest Trail alone to recover from personal tragedy.",315,"travel,nature,memoir",4.01,"USA",TRUE,"None","Adult",TRUE,2014,"978-0307592736" +134,"Eat, Pray, Love","Elizabeth Gilbert","Memoir","English",2006,"Viking","A woman travels to Italy, India, and Indonesia to find balance in her life.",334,"travel,romance,food",3.60,"USA",TRUE,"None","Adult",TRUE,2010,"978-0143038412" +135,"The Glass Castle","Jeannette Walls","Memoir","English",2005,"Scribner","A memoir about growing up in a poverty-stricken and unconventional family.",288,"family,poverty,memoir",4.28,"USA",TRUE,"Christopher Award","Adult",TRUE,2017,"978-0743247542" +136,"Good Omens","Terry Pratchett & Neil Gaiman","Fantasy","English",1990,"Gollancz","An angel and a demon join forces to stop the coming Apocalypse.",412,"humor,magic,satire",4.24,"UK",TRUE,"None","Adult",TRUE,2019,"978-0060853983" +137,"The Color of Magic","Terry Pratchett","Fantasy","English",1983,"Colin Smythe","The first novel in the Discworld series, following the inept wizard Rincewind.",206,"humor,magic,discworld",3.99,"UK",TRUE,"None","Adult",TRUE,2008,"978-0062225672" +138,"Americanah","Chimamanda Ngozi Adichie","Romance","English",2013,"Knopf","A young Nigerian woman emigrates to the United States for university.",588,"race,africa,immigration",4.30,"Nigeria",TRUE,"National Book Critics Circle Award","Adult",TRUE,,"978-0307271082" +139,"Pachinko","Min Jin Lee","Historical Fiction","English",2017,"Grand Central","A saga about four generations of a Korean immigrant family in Japan.",490,"history,japan,korea,family",4.31,"USA",TRUE,"National Book Award Finalist","Adult",TRUE,2022,"978-1455563937" +140,"Homegoing","Yaa Gyasi","Historical Fiction","English",2016,"Knopf","The parallel paths of two half-sisters and their descendants from Ghana to the US.",300,"history,slavery,africa,family",4.48,"Ghana",TRUE,"John Leonard Prize","Adult",FALSE,,"978-1101947135" +141,"Station Eleven","Emily St. John Mandel","Sci-Fi","English",2014,"Knopf","A traveling symphony performs Shakespeare in a post-apocalyptic world.",333,"dystopia,pandemic,art",4.04,"Canada",TRUE,"Arthur C. Clarke Award","Adult",TRUE,2021,"978-0385353304" +142,"Circe","Madeline Miller","Fantasy","English",2018,"Little, Brown","A retelling of the Greek myth of Circe, the daughter of Helios.",393,"mythology,magic,feminism",4.24,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0316556347" +143,"The Song of Achilles","Madeline Miller","Historical Fiction","English",2011,"Ecco","A retelling of the Trojan War focusing on the relationship between Achilles and Patroclus.",378,"mythology,romance,war",4.42,"USA",TRUE,"Orange Prize","Adult",FALSE,,"978-0062060624" +144,"Normal People","Sally Rooney","Romance","English",2018,"Faber & Faber","The complex relationship between two teenagers from different social classes in Ireland.",273,"love,ireland,coming-of-age",3.81,"Ireland",TRUE,"British Book Award","Adult",TRUE,2020,"978-1984822178" +145,"Conversations with Friends","Sally Rooney","Fiction","English",2017,"Faber & Faber","Two college students form an unexpected connection with a married couple.",304,"love,relationships,ireland",3.48,"Ireland",TRUE,"None","Adult",TRUE,2022,"978-0571333127" +146,"Eleanor Oliphant Is Completely Fine","Gail Honeyman","Fiction","English",2017,"HarperCollins","A socially awkward woman learns to open her heart and heal old wounds.",336,"loneliness,mental health,humor",4.25,"UK",TRUE,"Costa Book Award","Adult",FALSE,,"978-0735220683" +147,"A Man Called Ove","Fredrik Backman","Fiction","English",2012,"Forum","A grumpy old man plans to end his life but is interrupted by his new neighbors.",337,"humor,sweden,heartwarming",4.37,"Sweden",TRUE,"None","Adult",TRUE,2015,"978-1476738024" +148,"Beartown","Fredrik Backman","Drama","English",2016,"Pir","A junior hockey team carries the hopes of a small, declining town.",418,"sports,community,tragedy",4.32,"Sweden",TRUE,"Goodreads Choice Award Finalist","Adult",TRUE,2020,"978-1501160769" +149,"Dark Matter","Blake Crouch","Sci-Fi","English",2016,"Crown","A physics professor is kidnapped and wakes up in a world where he is a celebrated genius.",342,"multiverse,thriller,science",4.11,"USA",TRUE,"None","Adult",TRUE,2024,"978-1101904220" +150,"Project Hail Mary","Andy Weir","Sci-Fi","English",2021,"Ballantine Books","A lone astronaut wakes up on a spaceship with no memory and a mission to save Earth.",476,"space,science,aliens,survival",4.51,"USA",TRUE,"Dragon Award","Adult",TRUE,2025,"978-0593135204" +151,"And Then There Were None","Agatha Christie","Mystery","English",1939,"Collins Crime Club","Ten strangers are invited to an island by a mysterious host, and one by one, they start dying.",264,"crime,island,suspense,classic",4.26,"UK",TRUE,"None","Adult",TRUE,1945,"978-0062073488" +152,"The Big Sleep","Raymond Chandler","Crime","English",1939,"Knopf","Private investigator Philip Marlowe is hired by a wealthy general to stop a blackmailer.",231,"noir,detective,los angeles",4.00,"USA",TRUE,"None","Adult",TRUE,1946,"978-0394758282" +153,"The Maltese Falcon","Dashiell Hammett","Crime","English",1930,"Knopf","Detective Sam Spade gets caught in a hunt for a priceless statuette.",217,"noir,detective,mystery",3.94,"USA",TRUE,"None","Adult",TRUE,1941,"978-0679722649" +154,"V for Vendetta","Alan Moore","Graphic Novel","English",1982,"Vertigo","An anarchist freedom fighter challenges a fascist regime in a dystopian United Kingdom.",296,"dystopia,anarchy,politics",4.25,"UK",TRUE,"Prometheus Hall of Fame","Adult",TRUE,2005,"978-1401208417" +155,"Watchmen","Alan Moore","Graphic Novel","English",1986,"DC Comics","A group of retired superheroes investigate the murder of one of their own.",416,"superheroes,cold war,noir",4.36,"USA",TRUE,"Hugo Award","Adult",TRUE,2009,"978-0930289232" +156,"Maus","Art Spiegelman","Graphic Novel","English",1980,"Pantheon","A Jewish survivor of the Holocaust tells his story to his son, depicted with animals.",296,"history,holocaust,memoir",4.56,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0679406419" +157,"Persepolis","Marjane Satrapi","Memoir","English",2000,"L'Association","A young girl's coming-of-age story during the Iranian Revolution.",341,"iran,history,graphic novel",4.25,"France",TRUE,"None","Adult",TRUE,2007,"978-0375714573" +158,"Man's Search for Meaning","Viktor E. Frankl","Psychology","English",1946,"Verlag für Jugend und Volk","A psychiatrist recounts his life in Nazi death camps and his spiritual lessons for survival.",165,"holocaust,philosophy,psychology",4.36,"Austria",TRUE,"None","Adult",FALSE,,"978-0807014295" +159,"Thinking in Systems","Donella H. Meadows","Non-fiction","English",2008,"Chelsea Green","An introduction to systems thinking and how to solve complex problems.",240,"science,management,philosophy",4.20,"USA",FALSE,"None","Adult",FALSE,,"978-1603580557" +160,"Zero to One","Peter Thiel","Business","English",2014,"Crown Business","Notes on startups, or how to build the future.",195,"business,startup,tech",4.17,"USA",TRUE,"None","Adult",FALSE,,"978-0804139298" +161,"The Lean Startup","Eric Ries","Business","English",2011,"Crown Business","How today's entrepreneurs use continuous innovation to create radically successful businesses.",336,"business,management,tech",4.10,"USA",TRUE,"None","Adult",FALSE,,"978-0307887817" +162,"Grit: The Power of Passion and Perseverance","Angela Duckworth","Psychology","English",2016,"Scribner","A psychologist argues that the secret to outstanding achievement is not talent but grit.",333,"success,psychology,self-help",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-1501111105" +163,"Mindset: The New Psychology of Success","Carol S. Dweck","Psychology","English",2006,"Random House","The differences between a fixed mindset and a growth mindset.",320,"psychology,growth,education",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-0345472328" +164,"Flow: The Psychology of Optimal Experience","Mihaly Csikszentmihalyi","Psychology","English",1990,"Harper & Row","Investigations into the optimal state of being where we feel our best and perform our best.",303,"psychology,happiness,science",4.11,"USA",TRUE,"None","Adult",FALSE,,"978-0061339202" +165,"The Prophet","Kahlil Gibran","Poetry","English",1923,"Knopf","A collection of poetic essays on love, marriage, children, and other topics.",127,"philosophy,spirituality,classic",4.24,"Lebanon",TRUE,"None","Adult",TRUE,2014,"978-0394404288" +166,"Siddhartha","Hermann Hesse","Philosophy","English",1922,"New Directions","A man's spiritual journey of self-discovery during the time of the Buddha.",152,"buddhism,india,classic",4.05,"Germany",TRUE,"Nobel Prize","Adult",TRUE,1972,"978-0553208849" +167,"Steppenwolf","Hermann Hesse","Philosophy","English",1927,"S. Fischer Verlag","A middle-aged intellectual struggles with his dual nature of human and wolf.",237,"psychology,classic,loneliness",3.95,"Germany",TRUE,"Nobel Prize","Adult",TRUE,1974,"978-0312278670" +168,"East of Eden","John Steinbeck","Historical Fiction","English",1952,"Viking Press","A modern retelling of the book of Genesis set in the Salinas Valley of California.",601,"classic,family,good vs evil",4.38,"USA",TRUE,"Nobel Prize","Adult",TRUE,1955,"978-0140186390" +169,"The Sun Also Rises","Ernest Hemingway","Modernist","English",1926,"Scribner","American and British expatriates travel from Paris to the Festival of San Fermín in Pamplona.",251,"travel,spain,lost generation",3.84,"USA",TRUE,"None","Adult",TRUE,1957,"978-0743297332" +170,"For Whom the Bell Tolls","Ernest Hemingway","War","English",1940,"Scribner","An American dynamiter in the Spanish Civil War falls in love while fighting for the Republicans.",471,"war,spain,romance,classic",3.97,"USA",TRUE,"None","Adult",TRUE,1943,"978-0684803357" +171,"As I Lay Dying","William Faulkner","Southern Gothic","English",1930,"Cape and Smith","The Bundren family embarks on a journey to bury their mother in her hometown.",267,"classic,stream of consciousness,south",3.73,"USA",TRUE,"Nobel Prize","Adult",TRUE,2013,"978-0679732259" +172,"The Sound and the Fury","William Faulkner","Southern Gothic","English",1929,"Cape and Smith","The decline and fall of the aristocratic Compson family.",326,"classic,difficult,tragedy",3.86,"USA",TRUE,"Nobel Prize","Adult",TRUE,1959,"978-0679732242" +174,"Native Son","Richard Wright","Fiction","English",1940,"Harper & Brothers","A young black man living in Chicago's South Side is driven to crime by social conditions.",504,"race,poverty,crime",4.16,"USA",TRUE,"None","Adult",TRUE,1951,"978-0060837563" +176,"I Know Why the Caged Bird Sings","Maya Angelou","Autobiography","English",1969,"Random House","The early years of the American poet and civil rights activist.",289,"memoir,race,feminism",4.24,"USA",TRUE,"National Book Award Nominee","Adult",TRUE,1979,"978-0345514400" +177,"The Joy Luck Club","Amy Tan","Fiction","English",1989,"Putnam","Four Chinese American immigrant families in San Francisco start a club playing mahjong.",288,"family,china,mother-daughter",3.93,"USA",TRUE,"None","Adult",TRUE,1993,"978-0143038092" +178,"Interpreter of Maladies","Jhumpa Lahiri","Short Stories","English",1999,"Houghton Mifflin","Nine stories about the lives of Indians and Indian Americans caught between two cultures.",198,"india,culture,short stories",4.15,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0395927205" +179,"The White Tiger","Aravind Adiga","Fiction","English",2008,"Atlantic Books","A dark comedy about a village boy who becomes a successful entrepreneur in modern India.",276,"india,class,satire",3.76,"India",TRUE,"Booker Prize","Adult",TRUE,2021,"978-1416562603" +180,"Shantaram","Gregory David Roberts","Adventure","English",2003,"Scribe","An Australian bank robber escapes prison and flees to India.",936,"india,crime,travel",4.27,"Australia",TRUE,"None","Adult",TRUE,2022,"978-0312330538" +181,"The Shadow of the Wind","Carlos Ruiz Zafón","Mystery","English",2001,"Planeta","A boy in Barcelona finds a book that changes his life and drags him into a dark mystery.",487,"books,barcelona,history,gothic",4.28,"Spain",TRUE,"Barry Award","Adult",FALSE,,"978-0143126393" +182,"Love in the Time of Cholera","Gabriel García Márquez","Romance","English",1985,"Knopf","A story of unrequited love that spans fifty years, nine months, and four days.",348,"love,colombia,classic",3.92,"Colombia",TRUE,"Nobel Prize","Adult",TRUE,2007,"978-0307389732" +183,"The House of the Spirits","Isabel Allende","Magical Realism","English",1982,"Plaza & Janés","The story of the Trueba family, spanning four generations of Chilean history.",448,"chile,family,magic,politics",4.24,"Chile",TRUE,"None","Adult",TRUE,1993,"978-0743216210" +184,"Like Water for Chocolate","Laura Esquivel","Magical Realism","English",1989,"Doubleday","A young woman expresses her forbidden love through the food she cooks.",224,"food,mexico,romance,magic",3.95,"Mexico",TRUE,"None","Adult",TRUE,1992,"978-0385420174" +185,"Ficciones","Jorge Luis Borges","Short Stories","English",1944,"Sur","A collection of short stories exploring labyrinths, mirrors, and infinity.",174,"surreal,philosophy,classic",4.43,"Argentina",TRUE,"None","Adult",FALSE,,"978-0802130303" +186,"The Savage Detectives","Roberto Bolaño","Fiction","English",1998,"Anagrama","A search for a mysterious poet across decades and continents.",609,"mexico,literature,travel",4.18,"Chile",TRUE,"Rómulo Gallegos Prize","Adult",FALSE,,"978-0312429218" +187,"My Brilliant Friend","Elena Ferrante","Fiction","English",2011,"Europa Editions","The story of a lifelong friendship between two girls growing up in Naples.",331,"italy,friendship,coming-of-age",4.00,"Italy",TRUE,"None","Adult",TRUE,2018,"978-1609450786" +188,"The Unbearable Lightness of Being","Milan Kundera","Philosophy","English",1984,"Gallimard","A novel about two women, two men, a dog, and their lives in the Prague Spring period.",320,"philosophy,love,history,prague",4.11,"Czech Republic",TRUE,"None","Adult",TRUE,1988,"978-0060932138" +189,"Blindness","José Saramago","Dystopian","English",1995,"Caminho","A city is hit by an epidemic of 'white blindness' that spares no one.",326,"society,survival,horror",4.14,"Portugal",TRUE,"Nobel Prize","Adult",TRUE,2008,"978-0156007757" +190,"The Trial","Franz Kafka","Absurdist","English",1925,"Verlag Die Schmiede","Josef K. is arrested by a remote, inaccessible authority for a crime that is never revealed.",255,"law,surreal,bureaucracy",3.98,"Austria",TRUE,"None","Adult",TRUE,1962,"978-0805209990" +191,"Nausea","Jean-Paul Sartre","Philosophy","English",1938,"Gallimard","A historian becomes overwhelmed by the nausea of existence.",178,"existentialism,philosophy,france",3.92,"France",TRUE,"Nobel Prize","Adult",FALSE,,"978-0811216383" +192,"Waiting for Godot","Samuel Beckett","Play","English",1953,"Minuit","Two characters wait for someone named Godot who never arrives.",109,"absurdism,play,classic",3.83,"Ireland",TRUE,"Nobel Prize","Adult",TRUE,2001,"978-0802144423" +193,"Rosencrantz and Guildenstern Are Dead","Tom Stoppard","Play","English",1966,"Faber & Faber","Two minor characters from Hamlet stumble through a world they don't understand.",126,"play,humor,absurdism",4.16,"UK",TRUE,"Tony Award","Adult",TRUE,1990,"978-0802132758" +194,"The Metamorphosis","Franz Kafka","Absurdist","English",1915,"Kurt Wolff","Gregor Samsa wakes up one morning to find himself transformed into a giant insect.",201,"surreal,classic,alienation",3.82,"Austria",TRUE,"None","Adult",TRUE,1987,"978-0553213690" +195,"Breakfast of Champions","Kurt Vonnegut","Satire","English",1973,"Delacorte","A meeting between two lonely men: a sci-fi writer and a car dealer.",303,"humor,satire,drawings",4.08,"USA",TRUE,"None","Adult",TRUE,1999,"978-0385334204" +196,"Cat's Cradle","Kurt Vonnegut","Sci-Fi","English",1963,"Holt, Rinehart and Winston","A writer tracks down the children of a scientist who created a substance that can freeze the world.",306,"satire,science,religion,end of world",4.17,"USA",TRUE,"Hugo Nominee","Adult",FALSE,,"978-0385333481" +197,"Fear and Loathing in Las Vegas","Hunter S. Thompson","Gonzo Journalism","English",1971,"Random House","A journalist and his attorney embark on a drug-fueled trip to Las Vegas.",204,"drugs,journalism,humor",4.08,"USA",TRUE,"None","Adult",TRUE,1998,"978-0679785897" +198,"No Country for Old Men","Cormac McCarthy","Thriller","English",2005,"Knopf","A hunter stumbles upon a drug deal gone wrong and takes the money.",309,"crime,western,violence",4.15,"USA",TRUE,"None","Adult",TRUE,2007,"978-0307387134" +199,"Blood Meridian","Cormac McCarthy","Western","English",1985,"Random House","A teenager joins a gang of scalp hunters in the American West.",337,"violence,western,history",4.18,"USA",TRUE,"None","Adult",FALSE,,"978-0679728757" +200,"Pale Fire","Vladimir Nabokov","Metafiction","English",1962,"Putnam","A 999-line poem and its commentary by an insane neighbor.",315,"complex,poetry,satire",4.18,"USA",TRUE,"None","Adult",FALSE,,"978-0679723424" +201,"A Study in Scarlet","Arthur Conan Doyle","Detective","English",1887,"Ward Lock & Co","The first appearance of Sherlock Holmes and Dr. Watson as they investigate a murder in London.",123,"mystery,sherlock,classic",4.15,"UK",TRUE,"None","Adult",TRUE,1933,"978-0140439083" +202,"The Hound of the Baskervilles","Arthur Conan Doyle","Detective","English",1902,"George Newnes","Holmes and Watson investigate a legend of a supernatural hound haunting a family in Dartmoor.",256,"mystery,horror,classic",4.13,"UK",TRUE,"None","Adult",TRUE,1939,"978-0140437867" +203,"The Adventures of Sherlock Holmes","Arthur Conan Doyle","Detective","English",1892,"George Newnes","A collection of twelve short stories featuring Sherlock Holmes.",307,"mystery,short stories,classic",4.30,"UK",TRUE,"None","Adult",TRUE,1939,"978-0192123190" +204,"Do Androids Dream of Electric Sheep?","Philip K. Dick","Sci-Fi","English",1968,"Doubleday","Rick Deckard hunts rogue androids in a post-apocalyptic San Francisco.",244,"cyberpunk,philosophy,ai",4.08,"USA",TRUE,"Nebula Nominee","Adult",TRUE,1982,"978-0345404473" +205,"Ubik","Philip K. Dick","Sci-Fi","English",1969,"Doubleday","A story about psychic corporate espionage and shifting realities.",227,"surreal,philosophy,sci-fi",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0547572291" +206,"2001: A Space Odyssey","Arthur C. Clarke","Sci-Fi","English",1968,"New American Library","The discovery of a monolith on the moon leads to a space voyage to Jupiter.",297,"space,ai,evolution",4.16,"UK",TRUE,"None","Adult",TRUE,1968,"978-0451457998" +207,"Rendezvous with Rama","Arthur C. Clarke","Sci-Fi","English",1973,"Gollancz","Astronauts explore a cylindrical alien starship that enters the Solar System.",243,"space,aliens,mystery",4.10,"UK",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0553287899" +208,"The Left Hand of Darkness","Ursula K. Le Guin","Sci-Fi","English",1969,"Ace Books","A human envoy visits a planet where inhabitants can change their gender.",304,"gender,politics,winter",4.08,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0441478125" +209,"A Wizard of Earthsea","Ursula K. Le Guin","Fantasy","English",1968,"Parnassus Press","A young wizard named Ged accidentally releases a shadow creature that haunts him.",183,"magic,dragons,classic",4.01,"USA",TRUE,"Lewis Carroll Shelf Award","Young Adult",TRUE,2006,"978-0547773742" +210,"The Dispossessed","Ursula K. Le Guin","Sci-Fi","English",1974,"Harper & Row","A physicist tries to unite two disparate worlds: one anarchist, one capitalist.",387,"politics,anarchy,utopia",4.23,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0061054884" +211,"Kindred","Octavia E. Butler","Sci-Fi","English",1979,"Doubleday","A modern Black woman is pulled back in time to the antebellum South.",264,"time travel,slavery,history",4.26,"USA",TRUE,"Hugo Award","Adult",TRUE,2022,"978-0807083697" +212,"Parable of the Sower","Octavia E. Butler","Dystopian","English",1993,"Four Walls Eight Windows","In a collapsing America, a teenage girl starts a new religion called Earthseed.",345,"survival,religion,future",4.19,"USA",TRUE,"Nebula Nominee","Adult",FALSE,,"978-0446675505" +213,"The Man in the High Castle","Philip K. Dick","Alternate History","English",1962,"Putnam","A look at what the world might be like if the Axis powers had won World War II.",259,"history,war,japan,germany",3.63,"USA",TRUE,"Hugo Award","Adult",TRUE,2015,"978-0547572482" +214,"Starship Troopers","Robert A. Heinlein","Sci-Fi","English",1959,"Putnam","A young soldier fights in an interstellar war against an insectoid species.",263,"war,military,politics",4.00,"USA",TRUE,"Hugo Award","Adult",TRUE,1997,"978-0441014101" +215,"Stranger in a Strange Land","Robert A. Heinlein","Sci-Fi","English",1961,"Putnam","A human raised on Mars returns to Earth and challenges its culture.",528,"philosophy,religion,mars",3.91,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0441790340" +216,"I, Robot","Isaac Asimov","Sci-Fi","English",1950,"Gnome Press","A collection of short stories weaving together the history of robotics and the Three Laws.",253,"robots,ai,classic",4.20,"USA",TRUE,"None","Adult",TRUE,2004,"978-0553294385" +217,"The Caves of Steel","Isaac Asimov","Detective Sci-Fi","English",1954,"Doubleday","A detective and a robot partner investigate a murder in a futuristic New York.",206,"mystery,robots,sci-fi",4.17,"USA",TRUE,"None","Adult",FALSE,,"978-0553293401" +218,"Flowers for Algernon","Daniel Keyes","Sci-Fi","English",1966,"Harcourt","A mentally disabled man undergoes a surgery that increases his intelligence.",311,"psychology,sad,classic",4.15,"USA",TRUE,"Nebula Award","Adult",TRUE,1968,"978-0156030304" +219,"A Wrinkle in Time","Madeleine L'Engle","Sci-Fi","English",1962,"Farrar, Straus & Giroux","A young girl travels through space and time to save her father.",218,"time travel,family,kids",3.99,"USA",TRUE,"Newbery Medal","Children",TRUE,2018,"978-0312367541" +220,"Bridge to Terabithia","Katherine Paterson","Children's Fiction","English",1977,"Crowell","Two lonely children create a magical forest kingdom.",163,"friendship,tragedy,imagination",4.02,"USA",TRUE,"Newbery Medal","Children",TRUE,2007,"978-0064401845" +221,"Holes","Louis Sachar","Adventure","English",1998,"Farrar, Straus and Giroux","A boy is sent to a juvenile detention camp where they must dig holes every day.",233,"mystery,humor,kids",4.18,"USA",TRUE,"Newbery Medal","Children",TRUE,2003,"978-0440414803" +222,"The Phantom Tollbooth","Norton Juster","Fantasy","English",1961,"Random House","A bored boy drives a toy car into a kingdom of words and numbers.",256,"humor,puns,classic",4.23,"USA",TRUE,"None","Children",TRUE,1970,"978-0394820378" +223,"Charlie and the Chocolate Factory","Roald Dahl","Fantasy","English",1964,"Knopf","Charlie Bucket wins a golden ticket to tour the mysterious Wonka chocolate factory.",176,"candy,humor,classic",4.15,"UK",TRUE,"None","Children",TRUE,1971,"978-0142410318" +224,"James and the Giant Peach","Roald Dahl","Fantasy","English",1961,"Knopf","An orphan boy enters a giant peach and goes on an adventure with magical bugs.",146,"adventure,insects,magic",4.02,"UK",TRUE,"None","Children",TRUE,1996,"978-0140328711" +225,"The BFG","Roald Dahl","Fantasy","English",1982,"Jonathan Cape","A young orphan girl befriends a Big Friendly Giant.",199,"giants,magic,friendship",4.24,"UK",TRUE,"None","Children",TRUE,2016,"978-0142410387" +226,"The Count of Monte Cristo","Alexandre Dumas","Adventure","English",1844,"Pétition","A man is wrongfully imprisoned, escapes, acquires a fortune, and sets about getting revenge.",1276,"revenge,classic,france,history",4.27,"France",TRUE,"None","Adult",TRUE,2002,"978-0140449266" +227,"The Three Musketeers","Alexandre Dumas","Adventure","English",1844,"Baudry","D'Artagnan travels to Paris to join the Musketeers of the Guard.",700,"adventure,swords,friendship",4.07,"France",TRUE,"None","Adult",TRUE,1993,"978-0140440256" +228,"Madame Bovary","Gustave Flaubert","Realism","English",1856,"Revue de Paris","A doctor's wife engages in extramarital affairs to escape the banality of provincial life.",329,"adultery,classic,tragedy",3.68,"France",TRUE,"None","Adult",TRUE,2014,"978-0140449129" +229,"The Hunchback of Notre-Dame","Victor Hugo","Gothic","English",1831,"Gosselin","The tragic story of Quasimodo, the bell-ringer of Notre-Dame, and the gypsy Esmeralda.",510,"paris,classic,tragedy",4.00,"France",TRUE,"None","Adult",TRUE,1996,"978-0140443530" +230,"Journey to the Center of the Earth","Jules Verne","Sci-Fi","English",1864,"Pierre-Jules Hetzel","A professor and his nephew encounter prehistoric animals underground.",240,"adventure,science,classic",3.86,"France",TRUE,"None","Adult",TRUE,2008,"978-0140449693" +231,"Twenty Thousand Leagues Under the Sea","Jules Verne","Adventure","English",1870,"Pierre-Jules Hetzel","Captain Nemo travels the world's oceans in his submarine, the Nautilus.",266,"sea,submarine,classic",3.89,"France",TRUE,"None","Adult",TRUE,1954,"978-0140449068" +232,"Around the World in Eighty Days","Jules Verne","Adventure","English",1872,"Pierre-Jules Hetzel","Phileas Fogg attempts to circumnavigate the world in 80 days on a bet.",200,"travel,adventure,classic",3.93,"France",TRUE,"None","Adult",TRUE,2004,"978-0140449068" +233,"Notes from Underground","Fyodor Dostoevsky","Philosophy","English",1864,"Epoch","The rambling memoirs of a bitter, isolated, retired civil servant.",96,"philosophy,existentialism,russia",4.17,"Russia",TRUE,"None","Adult",FALSE,,"978-0679734529" +234,"The Brothers Karamazov","Fyodor Dostoevsky","Philosophy","English",1880,"The Russian Messenger","A passionate philosophical novel that enters deeply into the ethical debates of God and morality.",796,"religion,family,murder",4.32,"Russia",TRUE,"None","Adult",TRUE,1958,"978-0374528379" +235,"The Idiot","Fyodor Dostoevsky","Classic","English",1869,"The Russian Messenger","Prince Myshkin, a purely good man, gets caught up in the corruption of St. Petersburg society.",667,"russia,classic,tragedy",4.19,"Russia",TRUE,"None","Adult",TRUE,1958,"978-0375702242" +236,"Dead Souls","Nikolai Gogol","Satire","English",1842,"University Press","A mysterious man travels the Russian countryside buying the rights to dead serfs.",432,"russia,humor,classic",3.96,"Russia",TRUE,"None","Adult",TRUE,1984,"978-0140448078" +237,"The Master and Margarita","Mikhail Bulgakov","Satire","English",1967,"YMCA Press","The Devil visits Moscow in the 1930s, causing chaos.",384,"magic,russia,satire,cats",4.30,"Russia",TRUE,"None","Adult",TRUE,2024,"978-0679760801" +238,"We","Yevgeny Zamyatin","Dystopian","English",1924,"Dutton","A mathematician in a future One State finds his logic challenged by love and revolution.",226,"dystopia,russia,scifi",3.94,"Russia",TRUE,"Prometheus Hall of Fame","Adult",FALSE,,"978-0140185850" +239,"Solaris","Stanisław Lem","Sci-Fi","English",1961,"MON","Scientists on a space station orbiting an oceanic planet confront their own repressed memories.",204,"space,psychology,philosophy",3.99,"Poland",TRUE,"None","Adult",TRUE,2002,"978-0156027601" +240,"The Witcher: The Last Wish","Andrzej Sapkowski","Fantasy","English",1993,"SuperNOWA","Geralt of Rivia, a monster hunter, navigates a world of magic and ambiguous morality.",288,"magic,monsters,short stories",4.14,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316029186" +241,"Blood of Elves","Andrzej Sapkowski","Fantasy","English",1994,"SuperNOWA","The first novel in the Witcher saga, focusing on Ciri's training.",320,"magic,war,destiny",4.09,"Poland",TRUE,"David Gemmell Legend Award","Adult",TRUE,2019,"978-0316029193" +242,"Metro 2033","Dmitry Glukhovsky","Sci-Fi","English",2005,"Eksmo","Survivors of a nuclear war live in the Moscow Metro tunnels.",458,"post-apocalyptic,horror,russia",3.95,"Russia",TRUE,"None","Adult",FALSE,,"978-0575086258" +243,"Roadside Picnic","Arkady Strugatsky","Sci-Fi","English",1972,"Molodaya Gvardiya","Stalkers enter a dangerous alien zone to retrieve mysterious artifacts.",145,"aliens,zone,classic",4.24,"Russia",TRUE,"John W. Campbell Award","Adult",TRUE,1979,"978-0613898031" +244,"Heart of Darkness","Joseph Conrad","Novella","English",1899,"Blackwood's","A voyage up the Congo River reveals the darkness of European colonialism.",77,"colonialism,africa,psychology",3.43,"UK",TRUE,"None","Adult",TRUE,1993,"978-0140281639" +245,"Lord Jim","Joseph Conrad","Adventure","English",1900,"Blackwood's","A young seaman acts cowardly during a disaster and spends his life trying to redeem himself.",350,"sea,honor,classic",3.70,"UK",TRUE,"None","Adult",TRUE,1965,"978-0140180923" +246,"The Secret Agent","Joseph Conrad","Spy Fiction","English",1907,"Methuen","A spy for a foreign embassy in London is tasked with blowing up the Greenwich Observatory.",249,"terrorism,london,classic",3.60,"UK",TRUE,"None","Adult",TRUE,1996,"978-0140180961" +247,"Gulliver's Travels","Jonathan Swift","Satire","English",1726,"Benjamin Motte","Lemuel Gulliver voyages to strange lands inhabited by tiny people, giants, and talking horses.",306,"travel,satire,classic",3.57,"Ireland",TRUE,"None","Adult",TRUE,2010,"978-0141439495" +248,"Robinson Crusoe","Daniel Defoe","Adventure","English",1719,"William Taylor","A castaway spends 28 years on a remote tropical desert island.",320,"survival,island,classic",3.67,"UK",TRUE,"None","Adult",TRUE,1997,"978-0141439822" +249,"Moll Flanders","Daniel Defoe","Picaresque","English",1722,"W. Chetwood","The life and crimes of a woman who survives by her wits in 17th century England.",336,"crime,history,classic",3.55,"UK",TRUE,"None","Adult",TRUE,1996,"978-0140433135" +250,"The Screwtape Letters","C.S. Lewis","Satire","English",1942,"Geoffrey Bles","A senior demon writes letters to his nephew instructing him on how to tempt a human soul.",175,"religion,humor,philosophy",4.23,"UK",TRUE,"None","Adult",FALSE,,"978-0060652937" +251,"The Time Machine","H.G. Wells","Sci-Fi","English",1895,"Heinemann","A Victorian scientist builds a machine to travel to the year 802,701 A.D.",118,"time travel,classic,future",3.88,"UK",TRUE,"None","Adult",TRUE,1960,"978-0451528551" +252,"The War of the Worlds","H.G. Wells","Sci-Fi","English",1898,"Heinemann","Martians invade England with towering tripods and heat rays.",192,"aliens,invasion,classic",3.83,"UK",TRUE,"None","Adult",TRUE,1953,"978-0141441030" +253,"The Invisible Man","H.G. Wells","Sci-Fi","English",1897,"C. Arthur Pearson","A scientist discovers a way to become invisible but loses his sanity in the process.",192,"science,madness,classic",3.65,"UK",TRUE,"None","Adult",TRUE,1933,"978-0451528537" +254,"The Call of the Wild","Jack London","Adventure","English",1903,"Macmillan","A domesticated dog is stolen and sold into the brutal life of an Alaskan sled dog.",232,"animals,nature,classic",4.00,"USA",TRUE,"None","Young Adult",TRUE,2020,"978-0140274778" +255,"White Fang","Jack London","Adventure","English",1906,"Macmillan","A wild wolf-dog journeys from the wild to domestication in the Yukon Territory.",298,"animals,nature,classic",4.00,"USA",TRUE,"None","Young Adult",TRUE,1991,"978-0140274761" +256,"The Adventures of Tom Sawyer","Mark Twain","Adventure","English",1876,"American Publishing","A mischievous boy grows up along the Mississippi River.",244,"classic,childhood,humor",3.92,"USA",TRUE,"None","Children",TRUE,1938,"978-0143039617" +257,"Adventures of Huckleberry Finn","Mark Twain","Adventure","English",1884,"Chatto & Windus","A boy and a runaway slave travel down the Mississippi River on a raft.",366,"classic,race,satire",3.83,"USA",TRUE,"None","Young Adult",TRUE,1993,"978-0142437179" +258,"Carrie","Stephen King","Horror","English",1974,"Doubleday","A bullied teenage girl discovers she has telekinetic powers.",199,"horror,school,powers",3.98,"USA",TRUE,"None","Adult",TRUE,1976,"978-0307743664" +259,"Pet Sematary","Stephen King","Horror","English",1983,"Doubleday","A family discovers a mysterious burial ground that brings the dead back to life.",395,"horror,death,grief",4.03,"USA",TRUE,"Locus Nominee","Adult",TRUE,1989,"978-1501156700" +260,"Salem's Lot","Stephen King","Horror","English",1975,"Doubleday","A writer returns to his hometown only to find it being taken over by vampires.",483,"vampires,horror,small town",4.03,"USA",TRUE,"World Fantasy Nominee","Adult",TRUE,1979,"978-0307743671" +261,"The Call of Cthulhu","H.P. Lovecraft","Horror","English",1928,"Weird Tales","Investigations into a cosmic entity known as Cthulhu.",43,"horror,cosmic,mythos",4.20,"USA",TRUE,"None","Adult",TRUE,2005,"978-0141187068" +262,"Stardust","Neil Gaiman","Fantasy","English",1999,"Spike","A young man enters the land of Faerie to retrieve a fallen star for his beloved.",248,"magic,romance,fairytale",4.09,"UK",TRUE,"Mythopoeic Award","Young Adult",TRUE,2007,"978-0062564344" +263,"The Graveyard Book","Neil Gaiman","Fantasy","English",2008,"HarperCollins","A boy is raised by ghosts and werewolves in a graveyard after his family is murdered.",312,"ghosts,growing up,magic",4.12,"UK",TRUE,"Newbery Medal,Hugo","Children",FALSE,,"978-0060530945" +264,"Death on the Nile","Agatha Christie","Mystery","English",1937,"Collins Crime Club","Hercule Poirot investigates a murder on a luxury cruise on the Nile River.",288,"crime,egypt,classic",4.11,"UK",TRUE,"None","Adult",TRUE,1978,"978-0062073556" +265,"The Murder of Roger Ackroyd","Agatha Christie","Mystery","English",1926,"Collins Crime Club","A wealthy man is murdered, and the retired Poirot is called to investigate.",288,"crime,twist,classic",4.25,"UK",TRUE,"None","Adult",TRUE,2000,"978-0062073563" +266,"The Silkworm","Robert Galbraith","Mystery","English",2014,"Sphere","Private investigator Cormoran Strike investigates the murder of a novelist.",455,"crime,london,publishing",4.05,"UK",TRUE,"None","Adult",TRUE,2017,"978-0316206891" +267,"The Cuckoo's Calling","Robert Galbraith","Mystery","English",2013,"Sphere","A war veteran turned private eye investigates the suicide of a supermodel.",455,"crime,model,london",3.87,"UK",TRUE,"Los Angeles Times Book Prize","Adult",TRUE,2017,"978-0316206846" +268,"The Sign of Four","Arthur Conan Doyle","Detective","English",1890,"Spencer Blackett","Sherlock Holmes investigates a missing treasure and a mysterious pact.",129,"mystery,treasure,classic",3.92,"UK",TRUE,"None","Adult",TRUE,1983,"978-0140439076" +269,"Interview with the Vampire","Anne Rice","Horror","English",1976,"Knopf","A vampire tells the story of his life to a reporter.",342,"vampires,gothic,history",4.00,"USA",TRUE,"None","Adult",TRUE,1994,"978-0345337665" +270,"The Queen's Gambit","Walter Tevis","Fiction","English",1983,"Random House","An orphaned chess prodigy battles addiction and sexism to become the best in the world.",243,"chess,addiction,genius",4.20,"USA",TRUE,"None","Adult",TRUE,2020,"978-1400030606" +271,"The Princess Bride","William Goldman","Fantasy","English",1973,"Harcourt","A fairy tale adventure about a beautiful woman and her one true love.",456,"romance,humor,adventure",4.26,"USA",TRUE,"None","Young Adult",TRUE,1987,"978-0156029841" +272,"The Last Unicorn","Peter S. Beagle","Fantasy","English",1968,"Viking Press","A unicorn believes she is the last of her kind and sets out to find others.",294,"magic,classic,animals",4.17,"USA",TRUE,"Mythopoeic Award","Young Adult",TRUE,1982,"978-0451450524" +273,"Howl's Moving Castle","Diana Wynne Jones","Fantasy","English",1986,"Greenwillow","A young woman cursed with an old body seeks the help of a wizard in his moving castle.",329,"magic,romance,studio ghibli",4.29,"UK",TRUE,"Phoenix Award","Young Adult",TRUE,2004,"978-0061478789" +274,"The Neverending Story","Michael Ende","Fantasy","German",1979,"Thienemann","A boy reads a magical book and becomes part of the story to save the land of Fantastica.",396,"magic,books,classic",4.18,"Germany",TRUE,"None","Children",TRUE,1984,"978-0525457589" +275,"Inkheart","Cornelia Funke","Fantasy","German",2003,"Dressler","A girl's father has the power to bring book characters to life by reading aloud.",563,"books,magic,adventure",3.89,"Germany",TRUE,"None","Children",TRUE,2008,"978-0439709101" +276,"Artemis Fowl","Eoin Colfer","Fantasy","English",2001,"Viking","A 12-year-old criminal mastermind kidnaps a fairy for ransom.",280,"crime,magic,fairies",3.85,"Ireland",TRUE,"Young Reader's Choice","Children",TRUE,2020,"978-1368036986" +277,"The Lightning Thief","Rick Riordan","Fantasy","English",2005,"Hyperion","Percy Jackson discovers he is a demigod son of Poseidon.",377,"mythology,gods,adventure",4.26,"USA",TRUE,"Red House Children's Book Award","Children",TRUE,2010,"978-0786838653" +278,"The Golden Compass","Philip Pullman","Fantasy","English",1995,"Scholastic","Lyra Belacqua travels to the Arctic to save her friend and discovers a cosmic conspiracy.",399,"magic,daemons,parallel worlds",3.99,"UK",TRUE,"Carnegie Medal","Young Adult",TRUE,2007,"978-0440418320" +279,"The Subtle Knife","Philip Pullman","Fantasy","English",1997,"Scholastic","Lyra and Will travel through parallel worlds and find a knife that can cut windows between them.",326,"magic,adventure,worlds",4.14,"UK",TRUE,"None","Young Adult",TRUE,2019,"978-0375846724" +280,"The Amber Spyglass","Philip Pullman","Fantasy","English",2000,"Scholastic","The final battle against the Authority determines the fate of all worlds.",518,"epic,philosophy,war",4.09,"UK",TRUE,"Whitbread Book of the Year","Young Adult",TRUE,2019,"978-0375846731" +281,"Eragon","Christopher Paolini","Fantasy","English",2002,"Paolini International","A farm boy finds a dragon egg and becomes a Dragon Rider.",503,"dragons,magic,adventure",3.91,"USA",TRUE,"None","Young Adult",TRUE,2006,"978-0375826696" +282,"City of Bones","Cassandra Clare","Fantasy","English",2007,"Margaret K. McElderry","Clary Fray discovers she is a Shadowhunter, a warrior who kills demons.",485,"demons,romance,urban fantasy",4.09,"USA",TRUE,"None","Young Adult",TRUE,2013,"978-1416914280" +283,"Throne of Glass","Sarah J. Maas","Fantasy","English",2012,"Bloomsbury","An assassin is offered her freedom if she competes to become the King's Champion.",404,"assassin,magic,romance",4.19,"USA",TRUE,"None","Young Adult",FALSE,,"978-1619630344" +284,"A Court of Thorns and Roses","Sarah J. Maas","Fantasy","English",2015,"Bloomsbury","A huntress kills a wolf and is dragged to a magical land by a faerie lord.",419,"romance,fae,retelling",4.18,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1619634442" +285,"Red, White & Royal Blue","Casey McQuiston","Romance","English",2019,"St. Martin's Griffin","The First Son of the US and the Prince of Wales fall in love.",421,"lgbt,romance,politics",4.13,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2023,"978-1250316776" +286,"The Hating Game","Sally Thorne","Romance","English",2016,"William Morrow","Two office rivals engage in a battle of wills that turns into romance.",387,"romance,enemies to lovers,humor",3.60,"Australia",TRUE,"Goodreads Choice Nominee","Adult",TRUE,2021,"978-0062439604" +287,"Beach Read","Emily Henry","Romance","English",2020,"Berkley","Two writers with writer's block challenge each other to write in the other's genre.",361,"romance,books,summer",4.05,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1984806734" +288,"Book Lovers","Emily Henry","Romance","English",2022,"Berkley","A cutthroat literary agent finds herself in a small town rom-com trope.",377,"romance,books,sisters",4.32,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593440872" +289,"The Love Hypothesis","Ali Hazelwood","Romance","English",2021,"Berkley","A biology Ph.D. candidate fakes a relationship with a grumpy professor.",384,"romance,science,fake dating",4.14,"Italy",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0593135204" +290,"Me Before You","Jojo Moyes","Romance","English",2012,"Pamela Dorman","A quirky young woman becomes a caregiver for a wealthy paralyzed man.",369,"romance,tragedy,life",4.26,"UK",TRUE,"None","Adult",TRUE,2016,"978-0143124542" +291,"Bridget Jones's Diary","Helen Fielding","Romance","English",1996,"Picador","A year in the life of a thirty-something single woman in London.",288,"humor,london,romance",3.76,"UK",TRUE,"British Book Award","Adult",TRUE,2001,"978-0140280090" +292,"The Devil Wears Prada","Lauren Weisberger","Fiction","English",2003,"Doubleday","A young woman lands a job as an assistant to a powerful fashion magazine editor.",360,"fashion,new york,humor",3.75,"USA",TRUE,"None","Adult",TRUE,2006,"978-0767914765" +293,"Confessions of a Shopaholic","Sophie Kinsella","Romance","English",2000,"Black Swan","A financial journalist with a shopping addiction tries to manage her debt and love life.",320,"humor,romance,shopping",3.64,"UK",TRUE,"None","Adult",TRUE,2009,"978-0385335485" +294,"High Fidelity","Nick Hornby","Fiction","English",1995,"Victor Gollancz","A record store owner recounts his top five breakups.",240,"music,romance,humor",3.93,"UK",TRUE,"None","Adult",TRUE,2000,"978-1573225519" +295,"About a Boy","Nick Hornby","Fiction","English",1998,"Victor Gollancz","A wealthy, immature man befriends a young boy to meet single mothers.",278,"humor,growing up,london",3.80,"UK",TRUE,"None","Adult",TRUE,2002,"978-1573227339" +296,"Crazy Rich Asians","Kevin Kwan","Satire","English",2013,"Doubleday","A New Yorker discovers her boyfriend belongs to one of the richest families in Singapore.",403,"wealth,asia,romance",3.83,"Singapore",TRUE,"None","Adult",TRUE,2018,"978-0385536974" +297,"Requiem for a Dream","Hubert Selby Jr.","Fiction","English",1978,"Playboy Press","Three friends dive into the world of drug addiction with devastating consequences.",279,"drugs,tragedy,addiction",4.12,"USA",TRUE,"None","Adult",TRUE,2000,"978-1560252481" +298,"Choke","Chuck Palahniuk","Satire","English",2001,"Doubleday","A sex addict chokes in restaurants to pay for his mother's hospital bills.",293,"satire,dark,humor",3.68,"USA",TRUE,"None","Adult",TRUE,2008,"978-0385501569" +299,"Trainspotting","Irvine Welsh","Fiction","English",1993,"Secker & Warburg","A group of heroin addicts navigate life in Edinburgh.",344,"drugs,scotland,dark",4.09,"UK",TRUE,"None","Adult",TRUE,1996,"978-0393314809" +300,"A Scanner Darkly","Philip K. Dick","Sci-Fi","English",1977,"Doubleday","An undercover narcotics agent in a futuristic society becomes addicted to the drug he is tracking.",219,"drugs,dystopia,paranoia",4.03,"USA",TRUE,"BSFA Award","Adult",TRUE,2006,"978-0547572178" +301,"In Cold Blood","Truman Capote","True Crime","English",1966,"Random House","A non-fiction novel detailing the brutal 1959 murder of the Clutter family in Kansas.",343,"crime,history,journalism",4.08,"USA",TRUE,"Edgar Award","Adult",TRUE,1967,"978-0679745587" +302,"The Silent Patient","Alex Michaelides","Thriller","English",2019,"Celadon Books","A famous painter shoots her husband five times in the face and then never speaks another word.",336,"mystery,twist,psychology",4.17,"UK",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1250301697" +303,Digital Fortress,Dan Brown,Thriller,English,1998,St. Martin's Press,"A race to prevent a powerful decryption code from falling into the wrong hands.",384,"tech thriller,espionage",3.6,"US",FALSE,,Adult,TRUE,1999,978-0312263126 +304,"Shutter Island","Dennis Lehane","Thriller","English",2003,"HarperCollins","Two US Marshals investigate the disappearance of a patient from a hospital for the criminally insane.",369,"mystery,horror,twist",4.10,"USA",TRUE,"None","Adult",TRUE,2010,"978-0062068415" +305,"Where the Wild Things Are","Maurice Sendak","Children's Fiction","English",1963,"Harper & Row","Max, a lonely and rebellious boy, sails to an island inhabited by creatures known as the Wild Things.",48,"classic,imagination,kids",4.23,"USA",TRUE,"Caldecott Medal","Children",TRUE,2009,"978-0060254926" +306,"The Cat in the Hat","Dr. Seuss","Children's Fiction","English",1957,"Random House","A tall anthropomorphic cat visits two children on a rainy day and creates chaos.",61,"rhyme,humor,kids",4.18,"USA",TRUE,"None","Children",TRUE,2003,"978-0394800011" +307,"Green Eggs and Ham","Dr. Seuss","Children's Fiction","English",1960,"Random House","Sam-I-Am tries to convince a character to try a dish of green eggs and ham.",62,"rhyme,food,kids",4.30,"USA",TRUE,"None","Children",TRUE,,"978-0394800165" +308,"Goodnight Moon","Margaret Wise Brown","Children's Fiction","English",1947,"Harper & Brothers","A young bunny says goodnight to all the objects in his room.",30,"bedtime,kids,classic",4.28,"USA",TRUE,"None","Children",FALSE,,"978-0060775858" +309,"The Very Hungry Caterpillar","Eric Carle","Children's Fiction","English",1969,"World Publishing","A caterpillar eats his way through various foods before pupating and becoming a butterfly.",22,"nature,kids,colors",4.31,"USA",TRUE,"None","Children",FALSE,,"978-0399226908" +310,"Infinite Jest","David Foster Wallace","Satire","English",1996,"Little, Brown","A complex, futuristic encyclopedia about a tennis academy and a halfway house.",1079,"complex,tennis,addiction",4.29,"USA",TRUE,"None","Adult",FALSE,,"978-0316066525" +311,"Gravity's Rainbow","Thomas Pynchon","Historiographic Metafiction","English",1973,"Viking Press","A complex novel set in Europe at the end of World War II, centering on V-2 rockets.",776,"war,complex,postmodern",4.00,"USA",TRUE,"National Book Award","Adult",FALSE,,"978-0143039471" +312,"A Thousand Splendid Suns","Khaled Hosseini","Historical Fiction","English",2007,"Riverhead Books","Two generations of characters are brought together by the tragic sweep of war in Afghanistan.",384,"war,afghanistan,women",4.42,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1594483851" +313,"The Secret Life of Bees","Sue Monk Kidd","Historical Fiction","English",2001,"Viking","A girl runs away from her abusive father to find the truth about her mother in South Carolina.",336,"south,family,race",4.07,"USA",TRUE,"Book Sense Book of the Year","Young Adult",TRUE,2008,"978-0142001745" +314,"Night","Elie Wiesel","Memoir","English",1960,"Hill & Wang","A candid, horrific, and deeply poignant autobiographical account of survival in the Nazi death camps.",115,"holocaust,history,memoir",4.36,"Romania",TRUE,"Nobel Prize","Adult",FALSE,,"978-0374500016" +315,"Angela's Ashes","Frank McCourt","Memoir","English",1996,"Scribner","A memoir of a childhood of poverty in Brooklyn and Limerick, Ireland.",368,"ireland,poverty,memoir",4.13,"Ireland",TRUE,"Pulitzer Prize","Adult",TRUE,1999,"978-0684842677" +316,"Tuesdays with Morrie","Mitch Albom","Memoir","English",1997,"Doubleday","A sportswriter reconnects with his dying college professor for one final lesson on life.",192,"philosophy,death,inspiration",4.13,"USA",TRUE,"None","Adult",TRUE,1999,"978-0385484510" +317,"The Art of War","Sun Tzu","Philosophy","English",-500,"Unknown","An ancient Chinese military treatise attributed to Sun Tzu.",273,"strategy,war,philosophy",3.98,"China",TRUE,"None","Adult",FALSE,,"978-1590302255" +318,"Meditations","Marcus Aurelius","Philosophy","English",180,"Unknown","A series of personal writings by the Roman Emperor recording his private notes to himself.",254,"stoicism,philosophy,rome",4.26,"Italy",TRUE,"None","Adult",FALSE,,"978-0812968255" +319,"Tao Te Ching","Lao Tzu","Philosophy","English",-400,"Unknown","The fundamental text for both philosophical and religious Taoism.",160,"taoism,china,spirituality",4.32,"China",TRUE,"None","Adult",FALSE,,"978-0140441314" +320,"The Prince","Niccolò Machiavelli","Philosophy","English",1532,"Antonio Blado","A political treatise describing how to acquire and maintain political power.",140,"politics,power,history",3.83,"Italy",TRUE,"None","Adult",FALSE,,"978-0553212785" +321,"Thus Spoke Zarathustra","Friedrich Nietzsche","Philosophy","English",1883,"Chemnitz","A philosophical novel about the death of God and the Ubermensch.",352,"philosophy,germany,existentialism",4.08,"Germany",TRUE,"None","Adult",FALSE,,"978-0140441185" +322,"Rich Dad Poor Dad","Robert T. Kiyosaki","Finance","English",1997,"Plata Publishing","A book about the importance of financial literacy and investing.",336,"money,business,self-help",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-1612680194" +323,"The 7 Habits of Highly Effective People","Stephen R. Covey","Self-Help","English",1989,"Free Press","A business and self-help book that presents an approach to being effective in attaining goals.",381,"business,psychology,growth",4.15,"USA",TRUE,"None","Adult",FALSE,,"978-0743269513" +324,"How to Win Friends and Influence People","Dale Carnegie","Self-Help","English",1936,"Simon & Schuster","Advice on how to create success in business and personal lives.",288,"business,psychology,social",4.22,"USA",TRUE,"None","Adult",FALSE,,"978-0671027032" +325,"Good to Great","Jim Collins","Business","English",2001,"HarperBusiness","A study of why some companies make the leap to superior performance and others don't.",300,"business,management,leadership",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-0066620992" +326,"Freakonomics","Steven D. Levitt","Economics","English",2005,"William Morrow","A rogue economist explores the hidden side of everything.",320,"economics,sociology,science",3.99,"USA",TRUE,"None","Adult",TRUE,2010,"978-0060731328" +327,"A Brief History of Time","Stephen Hawking","Science","English",1988,"Bantam","An overview of the history of the universe, from the Big Bang to black holes.",212,"physics,space,science",4.20,"UK",TRUE,"None","Adult",TRUE,1991,"978-0553380163" +328,"Cosmos","Carl Sagan","Science","English",1980,"Random House","A book that explores the mutual development of science and civilization.",365,"space,science,astronomy",4.39,"USA",TRUE,"Hugo Award","Adult",TRUE,1980,"978-0345331359" +329,"The Selfish Gene","Richard Dawkins","Science","English",1976,"Oxford University Press","The gene-centered view of evolution and the coinage of the term meme.",360,"biology,evolution,science",4.16,"UK",TRUE,"None","Adult",FALSE,,"978-0199291151" +330,"Guns, Germs, and Steel","Jared Diamond","History","English",1997,"W. W. Norton","A trans-disciplinary non-fiction book about the history of human societies.",480,"anthropology,history,science",4.04,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2005,"978-0393317552" +331,"Team of Rivals","Doris Kearns Goodwin","Biography","English",2005,"Simon & Schuster","A biography of Abraham Lincoln and his cabinet during the Civil War.",944,"history,politics,biography",4.28,"USA",TRUE,"Lincoln Prize","Adult",TRUE,2012,"978-0684824901" +332,"Alexander Hamilton","Ron Chernow","Biography","English",2004,"Penguin","A biography of the founding father that inspired the musical.",818,"history,biography,politics",4.25,"USA",TRUE,"George Washington Book Prize","Adult",TRUE,2020,"978-0143034759" +333,"Unbroken","Laura Hillenbrand","Biography","English",2010,"Random House","The true story of an Olympian turned WWII POW survivor.",473,"war,history,survival",4.38,"USA",TRUE,"None","Adult",TRUE,2014,"978-1400064168" +334,"Wild Swans: Three Daughters of China","Jung Chang","Biography","English",1991,"Simon & Schuster","A family history that spans a century of turbulent change in China.",524,"china,history,women",4.27,"China",TRUE,"NCR Book Award","Adult",FALSE,,"978-0743246989" +335,"Chronicle of a Death Foretold","Gabriel García Márquez","Novella","English",1981,"Knopf","A non-linear story of a murder in a small Colombian town.",120,"mystery,magical realism,crime",3.98,"Colombia",TRUE,"None","Adult",TRUE,1987,"978-1400034710" +336,"Perfume: The Story of a Murderer","Patrick Süskind","Historical Horror","English",1985,"Diogenes","An olfactory genius in 18th-century France turns to murder to create the perfect scent.",263,"horror,france,scent",4.04,"Germany",TRUE,"World Fantasy Award","Adult",TRUE,2006,"978-0375725845" +337,"The Name of the Rose","Umberto Eco","Mystery","English",1980,"Bompiani","A friar investigates a series of mysterious deaths in a medieval abbey.",536,"history,mystery,philosophy",4.13,"Italy",TRUE,"Strega Prize","Adult",TRUE,1986,"978-0156001311" +338,"Foucault's Pendulum","Umberto Eco","Mystery","English",1988,"Bompiani","Three editors invent a conspiracy theory that turns out to be real.",641,"conspiracy,history,complex",3.92,"Italy",TRUE,"None","Adult",FALSE,,"978-0156032971" +339,"Half of a Yellow Sun","Chimamanda Ngozi Adichie","Historical Fiction","English",2006,"Knopf","The lives of four people during the struggle for Biafran independence in Nigeria.",433,"africa,war,love",4.33,"Nigeria",TRUE,"Women's Prize for Fiction","Adult",TRUE,2013,"978-1400095209" +340,"Purple Hibiscus","Chimamanda Ngozi Adichie","Fiction","English",2003,"Algonquin Books","A young girl grows up in a wealthy but abusive household in post-colonial Nigeria.",307,"africa,family,coming-of-age",4.21,"Nigeria",TRUE,"Commonwealth Writers Prize","Adult",FALSE,,"978-1616202415" +341,"Middlesex","Jeffrey Eugenides","Historical Fiction","English",2002,"Farrar, Straus & Giroux","The story of a hermaphrodite growing up in Detroit.",529,"gender,family,epic",4.02,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0312427733" +342,"The Virgin Suicides","Jeffrey Eugenides","Fiction","English",1993,"Farrar, Straus & Giroux","Five sisters commit suicide in a Detroit suburb in the 1970s.",250,"tragedy,mystery,sisters",3.85,"USA",TRUE,"None","Adult",TRUE,1999,"978-0446670258" +343,"A Prayer for Owen Meany","John Irving","Fiction","English",1989,"William Morrow","A story about faith and friendship centered on a small boy with a strange voice.",637,"friendship,faith,classic",4.24,"USA",TRUE,"None","Adult",TRUE,1998,"978-0345361790" +344,"The World According to Garp","John Irving","Fiction","English",1978,"Dutton","The life and times of T.S. Garp, the bastard son of a feminist icon.",609,"feminism,satire,writing",4.10,"USA",TRUE,"National Book Award","Adult",TRUE,1982,"978-0345366764" +345,"Bel Canto","Ann Patchett","Fiction","English",2001,"HarperCollins","Terrorists take hostages at an opera singer's performance in South America.",318,"music,terrorism,romance",3.93,"USA",TRUE,"Orange Prize","Adult",TRUE,2018,"978-0060188733" +346,"Little Fires Everywhere","Celeste Ng","Mystery","English",2017,"Penguin","Two families in Shaker Heights are upended by secrets and a custody battle.",338,"family,secrets,motherhood",4.09,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2020,"978-0735224292" +347,"Doctor Zhivago","Boris Pasternak","Historical Fiction","English",1957,"Feltrinelli","A physician and poet is caught between the Russian Revolution and the Civil War.",592,"russia,war,love,classic",3.99,"Russia",TRUE,"Nobel Prize","Adult",TRUE,1965,"978-0307390950" +348,"Atlas Shrugged","Ayn Rand","Philosophy","English",1957,"Random House","Dystopian United States where private businesses suffer under increasingly burdensome laws.",1168,"philosophy,politics,controversial",3.69,"USA",TRUE,"None","Adult",TRUE,2011,"978-0451191144" +349,"The Fountainhead","Ayn Rand","Philosophy","English",1943,"Bobbs-Merrill","An individualistic young architect chooses to struggle in obscurity rather than compromise.",704,"architecture,philosophy,individualism",3.88,"USA",TRUE,"None","Adult",TRUE,1949,"978-0451191151" +350,"The Lost World","Michael Crichton","Sci-Fi","English",1995,"Knopf","A second island of dinosaurs is revealed, and an expedition tries to study them.",393,"dinosaurs,adventure,sequel",3.80,"USA",TRUE,"None","Adult",TRUE,1997,"978-0345538994" +351,"The Stand","Stephen King","Horror","English",1978,"Doubleday","A superflus pandemic kills 99% of the world's population, leading to a battle between good and evil.",1152,"post-apocalyptic,good vs evil,epic",4.34,"USA",TRUE,"None","Adult",TRUE,1994,"978-0307743688" +352,"Dr. Jekyll and Mr. Hyde","Robert Louis Stevenson","Gothic","English",1886,"Longmans, Green & Co.","A lawyer investigates the strange relationship between his old friend, Dr. Jekyll, and the misanthropic Mr. Hyde.",88,"horror,classic,duality",3.82,"UK",TRUE,"None","Adult",TRUE,1931,"978-0141439730" +353,"Treasure Island","Robert Louis Stevenson","Adventure","English",1883,"Cassell & Co.","Jim Hawkins sets sail on the Hispaniola to find the buried treasure of Captain Flint.",230,"pirates,classic,treasure",3.83,"UK",TRUE,"None","Children",TRUE,1950,"978-0141321004" +354,"Peter Pan","J.M. Barrie","Fantasy","English",1911,"Hodder & Stoughton","The boy who wouldn't grow up whisks the Darling children away to Neverland.",207,"magic,classic,fairies",4.07,"UK",TRUE,"None","Children",TRUE,1953,"978-0141329819" +355,"The Wind in the Willows","Kenneth Grahame","Children's Fiction","English",1908,"Methuen","The adventures of Mole, Rat, Toad, and Badger in the English countryside.",208,"animals,friendship,classic",3.98,"UK",TRUE,"None","Children",TRUE,1996,"978-0143039099" +356,"Winnie-the-Pooh","A.A. Milne","Children's Fiction","English",1926,"Methuen","The adventures of a teddy bear and his friends in the Hundred Acre Wood.",145,"animals,friendship,classic",4.34,"UK",TRUE,"None","Children",TRUE,1977,"978-0525444433" +357,"Mary Poppins","P.L. Travers","Fantasy","English",1934,"Gerald Howe","A magical nanny arrives on the East Wind to care for the Banks children.",209,"magic,nanny,classic",3.99,"UK",TRUE,"None","Children",TRUE,1964,"978-0152058104" +358,"Pippi Longstocking","Astrid Lindgren","Children's Fiction","Swedish",1945,"Rabén & Sjögren","A superhuman girl lives alone in a chaotic house with her monkey and horse.",160,"humor,sweden,classic",4.14,"Sweden",TRUE,"None","Children",TRUE,1988,"978-0142402498" +359,"Anne of Green Gables","L.M. Montgomery","Children's Fiction","English",1908,"L.C. Page & Co.","An imaginative red-headed orphan is mistakenly sent to live with elderly siblings on a farm.",320,"classic,canada,growing up",4.26,"Canada",TRUE,"None","Children",TRUE,1985,"978-0141321592" +360,"Heidi","Johanna Spyri","Children's Fiction","German",1880,"Perthes","A young orphan girl lives with her grandfather in the Swiss Alps.",352,"alps,classic,nature",3.99,"Switzerland",TRUE,"None","Children",TRUE,1937,"978-0141322568" +361,"Black Beauty","Anna Sewell","Children's Fiction","English",1877,"Jarrold & Sons","The autobiography of a horse, detailing his life of labor and mistreatment.",255,"animals,classic,kindness",3.97,"UK",TRUE,"None","Children",TRUE,1994,"978-0141321035" +362,"The Jungle Book","Rudyard Kipling","Adventure","English",1894,"Macmillan","A collection of stories about Mowgli, a boy raised by wolves in the Indian jungle.",277,"animals,india,classic",3.94,"India",TRUE,"None","Children",TRUE,1967,"978-1593081157" +363,"Kim","Rudyard Kipling","Spy Fiction","English",1901,"Macmillan","An orphan boy in British India becomes a spy for the Great Game.",338,"india,espionage,classic",3.75,"India",TRUE,"None","Adult",TRUE,1950,"978-0141442372" +364,"Sense and Sensibility","Jane Austen","Romance","English",1811,"Thomas Egerton","Two sisters representing reason and emotion navigate love and society.",409,"classic,romance,sisters",4.07,"UK",TRUE,"None","Adult",TRUE,1995,"978-0141439662" +365,"Emma","Jane Austen","Romance","English",1815,"John Murray","A wealthy, meddlesome young woman tries to matchmake for her friends.",474,"classic,romance,humor",4.02,"UK",TRUE,"None","Adult",TRUE,1996,"978-0141439587" +366,"Persuasion","Jane Austen","Romance","English",1817,"John Murray","Anne Elliot gets a second chance at love with the naval officer she once rejected.",249,"classic,romance,regret",4.14,"UK",TRUE,"None","Adult",TRUE,2007,"978-0141439686" +367,"Mansfield Park","Jane Austen","Romance","English",1814,"Thomas Egerton","Fanny Price, a poor relation, grows up with her wealthy cousins at Mansfield Park.",460,"classic,romance,morality",3.85,"UK",TRUE,"None","Adult",TRUE,1999,"978-0141439808" +368,"Northanger Abbey","Jane Austen","Satire","English",1817,"John Murray","A young girl obsessed with gothic novels imagines a mystery where there is none.",260,"classic,satire,gothic",3.83,"UK",TRUE,"None","Adult",TRUE,2007,"978-0141439792" +369,"Tess of the d'Urbervilles","Thomas Hardy","Tragedy","English",1891,"James R. Osgood","A peasant girl is seduced by a wealthy man and faces the harsh judgment of society.",518,"classic,tragedy,victorian",3.79,"UK",TRUE,"None","Adult",TRUE,1979,"978-0141439594" +370,"Far from the Madding Crowd","Thomas Hardy","Romance","English",1874,"Cornhill Magazine","Independent Bathsheba Everdene attracts three very different suitors.",433,"classic,romance,rural",3.95,"UK",TRUE,"None","Adult",TRUE,2015,"978-0141439655" +371,"Middlemarch","George Eliot","Realism","English",1871,"Blackwood","A study of provincial life, marriage, and idealism in a fictional English town.",904,"classic,society,complex",3.99,"UK",TRUE,"None","Adult",TRUE,1994,"978-0141439549" +372,"Silas Marner","George Eliot","Realism","English",1861,"Blackwood","A reclusive weaver finds redemption when he adopts an orphan girl.",263,"classic,redemption,rural",3.61,"UK",TRUE,"None","Adult",TRUE,1985,"978-0141439754" +373,"David Copperfield","Charles Dickens","Bildungsroman","English",1850,"Bradbury & Evans","The life of David Copperfield from childhood to maturity.",619,"classic,autobiographical,london",4.00,"UK",TRUE,"None","Adult",TRUE,1935,"978-0140439441" +374,"Oliver Twist","Charles Dickens","Social Novel","English",1838,"Richard Bentley","An orphan boy runs away from a workhouse and joins a gang of pickpockets.",608,"classic,poverty,crime",3.87,"UK",TRUE,"None","Adult",TRUE,1948,"978-0141439747" +375,"Bleak House","Charles Dickens","Satire","English",1853,"Bradbury & Evans","A long-running legal case destroys the lives of those involved.",1017,"classic,law,mystery",4.00,"UK",TRUE,"None","Adult",TRUE,2005,"978-0141439723" +376,"A Christmas Carol","Charles Dickens","Fantasy","English",1843,"Chapman & Hall","Miser Ebenezer Scrooge is visited by three ghosts on Christmas Eve.",104,"christmas,classic,redemption",4.06,"UK",TRUE,"None","Children",TRUE,1951,"978-0140439052" +377,"Vanity Fair","William Makepeace Thackeray","Satire","English",1848,"Punch","Becky Sharp claws her way up the social ladder in Napoleonic England.",867,"classic,satire,society",3.78,"UK",TRUE,"None","Adult",TRUE,2004,"978-0141439839" +378,"The Woman in White","Wilkie Collins","Mystery","English",1859,"All the Year Round","An art teacher gets involved in a mystery concerning a woman dressed in white.",672,"mystery,classic,gothic",4.00,"UK",TRUE,"None","Adult",TRUE,1948,"978-0141439617" +379,"The Moonstone","Wilkie Collins","Detective","English",1868,"All the Year Round","A large diamond is stolen from an English country house.",528,"mystery,detective,classic",3.90,"UK",TRUE,"None","Adult",TRUE,1934,"978-0140439243" +380,"Carmilla","Sheridan Le Fanu","Gothic Horror","English",1872,"The Dark Blue","A female vampire preys on a lonely young woman.",108,"vampire,gothic,classic",3.84,"Ireland",TRUE,"None","Adult",TRUE,2014,"978-1495418655" +381,"The Turn of the Screw","Henry James","Gothic Horror","English",1898,"Collier's Weekly","A governess becomes convinced that the estate she works at is haunted.",121,"ghosts,psychology,classic",3.68,"USA",TRUE,"None","Adult",TRUE,1961,"978-0141441351" +382,"The Portrait of a Lady","Henry James","Realism","English",1881,"Macmillan","A young American woman confronts her destiny in Europe.",656,"classic,freedom,betrayal",3.80,"USA",TRUE,"None","Adult",TRUE,1996,"978-0141441269" +383,"The Age of Innocence","Edith Wharton","Romance","English",1920,"Appleton","A lawyer's life is upended by the arrival of his fiancée's unconventional cousin.",293,"classic,new york,society",3.96,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1993,"978-0140189704" +384,"The House of Mirth","Edith Wharton","Tragedy","English",1905,"Scribner","Lily Bart navigates New York high society while searching for a wealthy husband.",351,"classic,society,tragedy",3.94,"USA",TRUE,"None","Adult",TRUE,2000,"978-0140187298" +385,"The Awakening","Kate Chopin","Feminist Fiction","English",1899,"H.S. Stone","A woman seeks independence and self-realization in the conservative South.",195,"feminism,classic,classic",3.67,"USA",TRUE,"None","Adult",FALSE,,"978-0486277868" +386,"The Yellow Wallpaper","Charlotte Perkins Gilman","Gothic","English",1892,"New England Magazine","A woman's descent into madness while confined to a room by her physician husband.",64,"feminism,horror,mental health",4.11,"USA",TRUE,"None","Adult",TRUE,1989,"978-1613821540" +387,"Little House on the Prairie","Laura Ingalls Wilder","Historical Fiction","English",1935,"Harper & Brothers","A pioneer family travels by covered wagon to settle in Kansas.",335,"history,family,pioneer",4.19,"USA",TRUE,"None","Children",TRUE,1974,"978-0064400022" +388,"Sarah, Plain and Tall","Patricia MacLachlan","Historical Fiction","English",1985,"Harper & Row","A woman from Maine answers an ad to become a wife and mother to a prairie family.",64,"family,history,love",3.76,"USA",TRUE,"Newbery Medal","Children",TRUE,1991,"978-0064402057" +389,"Roll of Thunder, Hear My Cry","Mildred D. Taylor","Historical Fiction","English",1976,"Dial","An African American family struggles against racism in 1930s Mississippi.",276,"racism,history,family",4.15,"USA",TRUE,"Newbery Medal","Children",TRUE,1978,"978-0140384519" +390,"Number the Stars","Lois Lowry","Historical Fiction","English",1989,"Houghton Mifflin","A Danish family helps a Jewish family escape to Sweden during WWII.",137,"war,holocaust,courage",4.16,"Denmark",TRUE,"Newbery Medal","Children",FALSE,,"978-0547577098" +391,"Tuck Everlasting","Natalie Babbitt","Fantasy","English",1975,"Farrar, Straus and Giroux","A girl discovers a family that has achieved immortality.",148,"immortality,life,classic",3.87,"USA",TRUE,"None","Children",TRUE,2002,"978-0312369811" +392,"The Westing Game","Ellen Raskin","Mystery","English",1978,"Dutton","Sixteen heirs compete to solve the mystery of a millionaire's death.",182,"mystery,puzzle,humor",4.29,"USA",TRUE,"Newbery Medal","Children",TRUE,1997,"978-0142401200" +393,"Island of the Blue Dolphins","Scott O'Dell","Adventure","English",1960,"Houghton Mifflin","A Native American girl survives alone for 18 years on an island off the California coast.",184,"survival,nature,classic",3.84,"USA",TRUE,"Newbery Medal","Children",TRUE,1964,"978-0547328614" +394,Deception Point,Dan Brown,Thriller,English,2001,Simon & Schuster,"A NASA discovery triggers a high-stakes political thriller and a deadly conspiracy.",592,"thriller,politics,conspiracy",3.7,"US",FALSE,,Adult,TRUE,2008,"978-0743212673" +397,"Song of Solomon","Toni Morrison","Fiction","English",1977,"Knopf","The life of Macon 'Milkman' Dead III, living in Michigan.",337,"race,family,classic",4.06,"USA",TRUE,"NBCC Award","Adult",FALSE,,"978-1400033423" +398,"The Bluest Eye","Toni Morrison","Fiction","English",1970,"Holt, Rinehart and Winston","A young black girl prays for blue eyes so she will be considered beautiful.",206,"race,beauty,tragedy",4.06,"USA",TRUE,"None","Adult",FALSE,,"978-0307278449" +399,"Their Eyes Were Watching God","Zora Neale Hurston","Fiction","English",1937,"J.B. Lippincott","Janie Crawford returns to her hometown and narrates her life story.",231,"feminism,classic,race",4.10,"USA",TRUE,"None","Adult",TRUE,2005,"978-0061120060" +400,"Invisible Man","Ralph Ellison","Fiction","English",1952,"Random House","An African American man's journey from the South to Harlem.",581,"race,classic,identity",4.20,"USA",TRUE,"National Book Award","Adult",FALSE,,"978-0679732761" +401,"The Divine Comedy","Dante Alighieri","Epic Poetry","Italian",1320,"Unknown","A journey through Hell, Purgatory, and Paradise guided by Virgil and Beatrice.",798,"classic,religion,poetry,hell",4.07,"Italy",TRUE,"None","Adult",FALSE,,"978-0140448955" +402,"Faust","Johann Wolfgang von Goethe","Play","German",1808,"Cotta","A scholar makes a pact with the devil Mephistopheles for unlimited knowledge and worldly pleasures.",503,"classic,drama,philosophy",3.98,"Germany",TRUE,"None","Adult",TRUE,1926,"978-0385031141" +403,"Paradise Lost","John Milton","Epic Poetry","English",1667,"Samuel Simmons","An epic poem retelling the biblical story of the Fall of Man.",453,"poetry,religion,classic,satan",3.85,"UK",TRUE,"None","Adult",FALSE,,"978-0140424393" +404,"The Canterbury Tales","Geoffrey Chaucer","Classic","English",1400,"Unknown","A collection of 24 stories presented as part of a story-telling contest by a group of pilgrims.",504,"classic,humor,history,poetry",3.50,"UK",TRUE,"None","Adult",TRUE,1972,"978-0140424386" +405,"Beowulf","Unknown","Epic Poetry","Old English",975,"Unknown","A Geatish hero fights the monster Grendel, Grendel's mother, and a dragon.",213,"mythology,hero,classic",3.45,"UK",TRUE,"None","Adult",TRUE,2007,"978-0393320978" +406,"The Iliad","Homer","Epic Poetry","Greek",-750,"Unknown","Set during the Trojan War, it tells of the battles and events during the weeks of a quarrel between King Agamemnon and the warrior Achilles.",704,"mythology,war,classic",3.87,"Greece",TRUE,"None","Adult",TRUE,2004,"978-0140275360" +407,"The Aeneid","Virgil","Epic Poetry","Latin",-19,"Unknown","The legendary story of Aeneas, a Trojan who travelled to Italy, where he became the ancestor of the Romans.",442,"mythology,rome,classic",3.84,"Italy",TRUE,"None","Adult",FALSE,,"978-0140449327" +408,"Mistborn: The Final Empire","Brandon Sanderson","Fantasy","English",2006,"Tor Books","A crew of thieves attempts to overthrow an immortal emperor in a world where ash falls from the sky.",541,"magic,heist,epic",4.46,"USA",TRUE,"None","Young Adult",FALSE,,"978-0765311788" +409,"The Way of Kings","Brandon Sanderson","Fantasy","English",2010,"Tor Books","Roshar is a world of stone and storms, where the Knights Radiant must return.",1007,"epic,magic,war",4.65,"USA",TRUE,"David Gemmell Legend Award","Adult",FALSE,,"978-0765326355" +410,"Red Rising","Pierce Brown","Sci-Fi","English",2014,"Del Rey","A miner on Mars discovers his life is a lie and infiltrates the elite Gold caste.",382,"dystopia,mars,revolution",4.25,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0345539809" +411,"Leviathan Wakes","James S.A. Corey","Sci-Fi","English",2011,"Orbit","A detective and a ship's captain uncover a conspiracy threatening the solar system.",561,"space,mystery,opera",4.26,"USA",TRUE,"Hugo Nominee","Adult",TRUE,2015,"978-0316129084" +412,"Old Man's War","John Scalzi","Sci-Fi","English",2005,"Tor Books","Senior citizens are recruited to fight an interstellar war in new, younger bodies.",320,"war,space,humor",4.23,"USA",TRUE,"Hugo Nominee","Adult",FALSE,,"978-0765348272" +413,"Star Wars: Heir to the Empire","Timothy Zahn","Sci-Fi","English",1991,"Bantam Spectra","Five years after the Death Star's destruction, Grand Admiral Thrawn threatens the New Republic.",416,"star wars,space,action",4.14,"USA",TRUE,"None","Adult",FALSE,,"978-0553296129" +414,"The Green Mile","Stephen King","Magical Realism","English",1996,"Signet","Death row guards encounter a prisoner with a mysterious gift.",436,"prison,supernatural,drama",4.46,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,1999,"978-0451190499" +415,"Different Seasons","Stephen King","Horror","English",1982,"Viking Press","A collection of four novellas, including the stories that inspired Shawshank Redemption and Stand by Me.",560,"drama,horror,classic",4.37,"USA",TRUE,"None","Adult",TRUE,1994,"978-1501143489" +416,"The Ocean at the End of the Lane","Neil Gaiman","Fantasy","English",2013,"William Morrow","A man returns to his childhood home and remembers terrifying supernatural events.",181,"magic,memory,childhood",4.00,"UK",TRUE,"British Book Award","Adult",FALSE,,"978-0062255655" +417,"Murder on the Orient Express","Agatha Christie","Mystery","English",1934,"Collins Crime Club","Hercule Poirot investigates a murder on a snowbound train full of suspects.",274,"crime,train,classic",4.18,"UK",TRUE,"None","Adult",TRUE,1974,"978-0062073501" +418,"The Mysterious Affair at Styles","Agatha Christie","Mystery","English",1920,"John Lane","Hercule Poirot's first case involves the poisoning of an heiress.",160,"crime,detective,classic",3.98,"UK",TRUE,"None","Adult",TRUE,1990,"978-0062073556" +419,"Dark Places","Gillian Flynn","Thriller","English",2009,"Shaye Areheart","A woman investigates the massacre of her family, for which her brother is in prison.",349,"mystery,dark,crime",3.94,"USA",TRUE,"None","Adult",TRUE,2015,"978-0307341570" +420,"Before I Go to Sleep","S.J. Watson","Thriller","English",2011,"Doubleday","A woman wakes up every day with no memory and tries to reconstruct her past.",359,"amnesia,mystery,suspense",3.88,"UK",TRUE,"None","Adult",TRUE,2014,"978-0062060563" +421,"The Girl Who Played with Fire","Stieg Larsson","Crime","English",2006,"Norstedts","Lisbeth Salander is accused of murder and must prove her innocence.",503,"hacker,sweden,mystery",4.24,"Sweden",TRUE,"None","Adult",TRUE,2009,"978-0307454553" +422,"Outlander","Diana Gabaldon","Historical Romance","English",1991,"Delacorte","A WWII nurse travels back in time to 1743 Scotland.",850,"scotland,time travel,romance",4.23,"USA",TRUE,"RITA Award","Adult",TRUE,2014,"978-0440212560" +423,"Dragonfly in Amber","Diana Gabaldon","Historical Romance","English",1992,"Delacorte","Claire and Jamie try to stop the Jacobite rising in Paris.",743,"history,romance,france",4.33,"USA",TRUE,"None","Adult",TRUE,2016,"978-0440215622" +424,"A Discovery of Witches","Deborah Harkness","Fantasy","English",2011,"Viking","A witch and a vampire team up to solve the mystery of an enchanted manuscript.",579,"magic,romance,history",3.99,"USA",TRUE,"None","Adult",TRUE,2018,"978-0143119685" +425,"The Time Traveler's Wife","Audrey Niffenegger","Romance","English",2003,"MacAdam/Cage","A love story about a man with a genetic disorder that causes him to time travel unpredictably.",518,"time travel,love,drama",3.98,"USA",TRUE,"British Book Award","Adult",TRUE,2009,"978-0156029438" +426,"Fried Green Tomatoes at the Whistle Stop Cafe","Fannie Flagg","Historical Fiction","English",1987,"Random House","A friendship between two women in 1920s Alabama.",416,"south,friendship,food",4.30,"USA",TRUE,"None","Adult",TRUE,1991,"978-0449911358" +427,"Divine Secrets of the Ya-Ya Sisterhood","Rebecca Wells","Fiction","English",1996,"HarperCollins","A playwright explores her mother's past to understand their difficult relationship.",356,"south,mother-daughter,humor",3.85,"USA",TRUE,"None","Adult",TRUE,2002,"978-0060928339" +428,"Cold Mountain","Charles Frazier","Historical Fiction","English",1997,"Atlantic Monthly","A confederate soldier deserts the army to return to the woman he loves.",449,"civil war,journey,romance",3.85,"USA",TRUE,"National Book Award","Adult",TRUE,2003,"978-0802142849" +429,"Lonesome Dove","Larry McMurtry","Western","English",1985,"Simon & Schuster","Two retired Texas Rangers drive a herd of cattle from Texas to Montana.",858,"western,epic,adventure",4.50,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1989,"978-1439195260" +430,"True Grit","Charles Portis","Western","English",1968,"Simon & Schuster","A young girl recruits a U.S. Marshal to track down her father's killer.",215,"western,revenge,classic",4.14,"USA",TRUE,"None","Adult",TRUE,1969,"978-1590204597" +431,"Catching Fire","Suzanne Collins","Dystopian","English",2009,"Scholastic","Katniss Everdeen becomes a target of the Capitol after her victory.",391,"revolution,survival,action",4.29,"USA",TRUE,"None","Young Adult",TRUE,2013,"978-0439023498" +432,"Mockingjay","Suzanne Collins","Dystopian","English",2010,"Scholastic","The final battle against the Capitol begins.",390,"war,politics,tragedy",4.06,"USA",TRUE,"None","Young Adult",TRUE,2014,"978-0439023511" +433,"Harry Potter and the Chamber of Secrets","J.K. Rowling","Fantasy","English",1998,"Bloomsbury","Harry returns to Hogwarts and investigates attacks on students.",251,"magic,mystery,school",4.43,"UK",TRUE,"None","Children",TRUE,2002,"978-0439064873" +434,"Harry Potter and the Prisoner of Azkaban","J.K. Rowling","Fantasy","English",1999,"Bloomsbury","An escaped prisoner is rumored to be hunting Harry Potter.",317,"magic,time travel,mystery",4.57,"UK",TRUE,"Whitbread Book Award","Children",TRUE,2004,"978-0439136365" +435,"Fantastic Beasts and Where to Find Them","J.K. Rowling","Fantasy","English",2001,"Bloomsbury","A guide to magical creatures in the wizarding world.",128,"magic,animals,textbook",3.98,"UK",TRUE,"None","Children",TRUE,2016,"978-1338109061" +436,"The Tales of Beedle the Bard","J.K. Rowling","Fantasy","English",2008,"Bloomsbury","A collection of wizarding fairy tales.",109,"magic,fairytale,classic",4.06,"UK",TRUE,"None","Children",FALSE,,"978-0545128285" +437,"China Rich Girlfriend","Kevin Kwan","Satire","English",2015,"Doubleday","The sequel to Crazy Rich Asians, exploring the ultra-rich in Shanghai.",381,"wealth,asia,fashion",3.92,"Singapore",TRUE,"None","Adult",FALSE,,"978-0385539081" +438,"The Midnight Library","Matt Haig","Fantasy","English",2020,"Viking","A woman finds a library between life and death where she can try out other lives.",288,"philosophy,choices,depression",4.02,"UK",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0525559474" +439,"Anxious People","Fredrik Backman","Fiction","English",2019,"Månpocket","A failed bank robber takes a group of strangers hostage at an apartment viewing.",341,"humor,sweden,mystery",4.18,"Sweden",TRUE,"None","Adult",TRUE,2021,"978-1501160837" +440,"A Gentleman in Moscow","Amor Towles","Historical Fiction","English",2016,"Viking","A Russian count is sentenced to house arrest in a luxury hotel.",462,"russia,history,charm",4.33,"USA",TRUE,"None","Adult",TRUE,2024,"978-0735221680" +441,"Rules of Civility","Amor Towles","Historical Fiction","English",2011,"Viking","A young woman navigates New York high society in the late 1930s.",335,"new york,romance,class",4.04,"USA",TRUE,"None","Adult",FALSE,,"978-0143122470" +442,"All the King's Men","Robert Penn Warren","Political Fiction","English",1946,"Harcourt","The rise and fall of a populist politician in the American South.",439,"politics,corruption,classic",4.10,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1949,"978-0156012959" +443,"Wolf Hall","Hilary Mantel","Historical Fiction","English",2009,"Fourth Estate","The rise of Thomas Cromwell in the court of Henry VIII.",604,"history,politics,tudors",3.88,"UK",TRUE,"Booker Prize","Adult",TRUE,2015,"978-0805080681" +444,"Bring Up the Bodies","Hilary Mantel","Historical Fiction","English",2012,"Fourth Estate","Thomas Cromwell orchestrates the downfall of Anne Boleyn.",411,"history,politics,tudors",3.95,"UK",TRUE,"Booker Prize","Adult",TRUE,2015,"978-0805090031" +445,"The Other Boleyn Girl","Philippa Gregory","Historical Fiction","English",2001,"Simon & Schuster","Mary Boleyn contends with her sister Anne for the affection of King Henry VIII.",661,"history,romance,tudors",4.06,"UK",TRUE,"Romantic Novel of the Year","Adult",TRUE,2008,"978-0743227445" +446,"Girl with a Pearl Earring","Tracy Chevalier","Historical Fiction","English",1999,"HarperCollins","A fictional story about the maid who sat for Vermeer's famous painting.",233,"art,history,romance",3.88,"UK",TRUE,"None","Adult",TRUE,2003,"978-0452282155" +447,"Snow Flower and the Secret Fan","Lisa See","Historical Fiction","English",2005,"Random House","Two women in 19th-century China develop a lifelong friendship through a secret language.",258,"china,friendship,history",4.07,"USA",TRUE,"None","Adult",TRUE,2011,"978-0812968064" +448,"The Red Tent","Anita Diamant","Historical Fiction","English",1997,"St. Martin's Press","The story of Dinah, a minor character in the Bible, giving a voice to ancient women.",321,"religion,women,history",4.18,"USA",TRUE,"None","Adult",TRUE,2014,"978-0312195513" +449,"The Guernsey Literary and Potato Peel Pie Society","Mary Ann Shaffer","Historical Fiction","English",2008,"The Dial Press","A writer corresponds with residents of Guernsey about their experiences during WWII occupation.",290,"war,letters,romance",4.17,"USA",TRUE,"None","Adult",TRUE,2018,"978-0385341004" +450,"To All the Boys I've Loved Before","Jenny Han","Romance","English",2014,"Simon & Schuster","A teen girl's secret love letters are mailed to her crushes.",355,"teen,romance,school",4.15,"USA",TRUE,"None","Young Adult",TRUE,2018,"978-1442426702" +451,"The Diary of a Young Girl","Anne Frank","Memoir","English",1947,"Contact Publishing","The writings from the Dutch-language diary kept by Anne Frank while she was in hiding for two years.",283,"war,history,memoir",4.19,"Netherlands",TRUE,"None","Young Adult",TRUE,1959,"978-0553296983" +452,"The Notebook","Nicholas Sparks","Romance","English",1996,"Warner Books","An old man reads a story to an old woman in a nursing home about a young couple.",214,"love,tragedy,classic",4.10,"USA",TRUE,"None","Adult",TRUE,2004,"978-0446605236" +453,"A Walk to Remember","Nicholas Sparks","Romance","English",1999,"Warner Books","A popular high school student falls in love with the minister's daughter.",240,"love,sad,faith",4.18,"USA",TRUE,"None","Young Adult",TRUE,2002,"978-0446608954" +454,"Dear John","Nicholas Sparks","Romance","English",2006,"Warner Books","A soldier falls in love while on leave, but 9/11 changes everything.",276,"love,military,letters",4.04,"USA",TRUE,"None","Adult",TRUE,2010,"978-0446567336" +455,"P.S. I Love You","Cecelia Ahern","Romance","English",2004,"Hyperion","A young widow discovers a series of letters her husband left for her to help her move on.",496,"love,grief,humor",4.16,"Ireland",TRUE,"None","Adult",TRUE,2007,"978-0786890934" +456,"Love, Rosie","Cecelia Ahern","Romance","English",2004,"Hyperion","Best friends Alex and Rosie are separated by time and distance but keep in touch.",512,"love,friends,letters",4.20,"Ireland",TRUE,"None","Adult",TRUE,2014,"978-0786891085" +457,"One Day","David Nicholls","Romance","English",2009,"Hodder & Stoughton","Snapshots of the relationship between Dexter and Emma on the same day over 20 years.",435,"love,time,friendship",3.80,"UK",TRUE,"Galaxy National Book Award","Adult",TRUE,2011,"978-0340961175" +458,"Me Talk Pretty One Day","David Sedaris","Humor","English",2000,"Little, Brown","A collection of essays about the author's life in Paris and childhood in North Carolina.",272,"humor,memoir,essays",4.00,"USA",TRUE,"Thurber Prize","Adult",FALSE,,"978-0316776967" +461,"Wonder","R.J. Palacio","Children's Fiction","English",2012,"Knopf","A boy with a facial deformity enters a mainstream school for the first time.",315,"kindness,school,family",4.43,"USA",TRUE,"None","Children",TRUE,2017,"978-0375869020" +462,"The Curious Incident of the Dog in the Night-Time","Mark Haddon","Mystery","English",2003,"Jonathan Cape","A 15-year-old math genius with behavioral difficulties investigates the death of a neighbor's dog.",226,"mystery,autism,unique",3.89,"UK",TRUE,"Whitbread Book of the Year","Young Adult",TRUE,2012,"978-1400032716" +463,"Extremely Loud & Incredibly Close","Jonathan Safran Foer","Fiction","English",2005,"Houghton Mifflin","A nine-year-old boy searches New York City for the lock that matches a key left by his father.",326,"grief,9/11,family",3.98,"USA",TRUE,"None","Adult",TRUE,2011,"978-0618711659" +464,"Everything Is Illuminated","Jonathan Safran Foer","Fiction","English",2002,"Houghton Mifflin","A young man travels to Ukraine to find the woman who saved his grandfather from the Nazis.",276,"history,ukraine,humor",3.92,"USA",TRUE,"Guardian First Book Award","Adult",TRUE,2005,"978-0060529703" +465,"The Corrections","Jonathan Franzen","Fiction","English",2001,"Farrar, Straus & Giroux","A Midwestern couple attempts to bring their three adult children together for one last Christmas.",568,"family,drama,satire",3.81,"USA",TRUE,"National Book Award","Adult",TRUE,2025,"978-0312421274" +466,"Freedom","Jonathan Franzen","Fiction","English",2010,"Farrar, Straus & Giroux","The unraveling of a liberal middle-class family during the Bush era.",562,"politics,family,environment",3.77,"USA",TRUE,"None","Adult",FALSE,,"978-0312576462" +467,"A Visit from the Goon Squad","Jennifer Egan","Fiction","English",2010,"Knopf","Thirteen interconnected stories about a record executive and his assistant.",340,"music,time,postmodern",3.67,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0307477477" +468,"The Amazing Adventures of Kavalier & Clay","Michael Chabon","Historical Fiction","English",2000,"Random House","Two Jewish cousins in WWII-era New York create a comic book superhero.",639,"comics,history,war",4.19,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0812983586" +469,"White Noise","Don DeLillo","Satire","English",1985,"Viking","A professor of Hitler studies faces an airborne toxic event.",310,"consumerism,death,satire",3.85,"USA",TRUE,"National Book Award","Adult",TRUE,2022,"978-0143105985" +470,"Underworld","Don DeLillo","Historical Fiction","English",1997,"Scribner","A narrative spanning from the 1950s to the 1990s, connected by a baseball.",827,"history,cold war,baseball",3.93,"USA",TRUE,"None","Adult",FALSE,,"978-0684848150" +471,"The Crying of Lot 49","Thomas Pynchon","Satire","English",1966,"Lippincott","A woman discovers a centuries-old mail distribution conspiracy.",152,"conspiracy,postmodern,complex",3.69,"USA",TRUE,"None","Adult",FALSE,,"978-0060913076" +472,"Altered Carbon","Richard K. Morgan","Cyberpunk","English",2002,"Gollancz","In a future where consciousness can be transferred between bodies, a soldier investigates a death.",375,"scifi,noir,future",4.12,"UK",TRUE,"Philip K. Dick Award","Adult",TRUE,2018,"978-0345457684" +473,"The Forever War","Joe Haldeman","Sci-Fi","English",1974,"St. Martin's Press","A soldier fights an interstellar war while time dilation ages the Earth by centuries.",278,"war,time,classic",4.15,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0312298906" +474,"Redshirts","John Scalzi","Sci-Fi","English",2012,"Tor Books","Ensigns on a starship realize they are characters in a badly written sci-fi TV show.",320,"humor,meta,star trek",3.85,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0765334794" +475,"Annihilation","Jeff VanderMeer","Sci-Fi","English",2014,"FSG Originals","A team of scientists explores a mysterious and mutating environmental zone known as Area X.",195,"horror,nature,mystery",3.73,"USA",TRUE,"Nebula Award","Adult",TRUE,2018,"978-0374104092" +476,"Stories of Your Life and Others","Ted Chiang","Sci-Fi","English",2002,"Tor","A collection of short stories, including the one that inspired the movie Arrival.",281,"aliens,language,philosophy",4.26,"USA",TRUE,"Nebula Award","Adult",TRUE,2016,"978-1101972120" +477,"Exhalation","Ted Chiang","Sci-Fi","English",2019,"Knopf","Nine stories exploring the impact of technology on humanity.",352,"ai,time travel,philosophy",4.29,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-1101947883" +478,"Neverwhere","Neil Gaiman","Fantasy","English",1996,"BBC Books","An ordinary man is pulled into the magical underground world beneath London.",370,"magic,london,adventure",4.17,"UK",TRUE,"None","Adult",TRUE,1996,"978-0060557812" +479,"Anansi Boys","Neil Gaiman","Fantasy","English",2005,"William Morrow","The son of a trickster god discovers he has a brother.",336,"mythology,humor,magic",4.03,"UK",TRUE,"None","Adult",TRUE,2023,"978-0060515188" +480,"Small Gods","Terry Pratchett","Fantasy","English",1992,"Gollancz","The Great God Om manifests as a tortoise and has only one true believer left.",400,"religion,satire,discworld",4.29,"UK",TRUE,"None","Adult",FALSE,,"978-0062237378" +481,"Mort","Terry Pratchett","Fantasy","English",1987,"Gollancz","Death takes an apprentice, but the boy falls in love.",243,"death,humor,discworld",4.23,"UK",TRUE,"None","Adult",FALSE,,"978-0062225719" +482,"Guards! Guards!","Terry Pratchett","Fantasy","English",1989,"Gollancz","A secret society summons a dragon to terrorize the city.",376,"dragons,police,humor",4.35,"UK",TRUE,"None","Adult",FALSE,,"978-0062225757" +483,"Going Postal","Terry Pratchett","Fantasy","English",2004,"Doubleday","A con man is forced to revitalize the city's failing postal service.",394,"humor,satire,discworld",4.39,"UK",TRUE,"Nebula Nominee","Adult",TRUE,2010,"978-0060502928" +484,"The Restaurant at the End of the Universe","Douglas Adams","Sci-Fi","English",1980,"Pan Books","The second book in the Hitchhiker's Guide series.",250,"humor,space,satire",4.21,"UK",TRUE,"None","Adult",TRUE,1981,"978-0345391810" +485,"The Long Way to a Small, Angry Planet","Becky Chambers","Sci-Fi","English",2014,"Self-published","A diverse crew of a tunneling ship works together to punch holes through space.",404,"space,lgbt,friendship",4.16,"USA",TRUE,"None","Adult",FALSE,,"978-0062473158" +486,"Gideon the Ninth","Tamsyn Muir","Sci-Fi","English",2019,"Tor.com","Lesbian necromancers explore a haunted gothic palace in space.",448,"necromancy,mystery,scifi",4.17,"New Zealand",TRUE,"Locus Award","Adult",FALSE,,"978-1250313195" +487,"The Fifth Season","N.K. Jemisin","Fantasy","English",2015,"Orbit","In a world plagued by seismic apocalypses, a mother searches for her kidnapped daughter.",468,"magic,earth,dystopia",4.29,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0316229296" +488,"The Obelisk Gate","N.K. Jemisin","Fantasy","English",2016,"Orbit","The season grows worse as the moon approaches.",410,"magic,earth,sequel",4.32,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0316229265" +489,"The Stone Sky","N.K. Jemisin","Fantasy","English",2017,"Orbit","The final struggle to determine the fate of the Stillness.",464,"magic,earth,finale",4.38,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0316229241" +490,"Children of Time","Adrian Tchaikovsky","Sci-Fi","English",2015,"Tor","A civilization of evolved spiders confronts the last remnants of humanity.",600,"evolution,space,spiders",4.27,"UK",TRUE,"Arthur C. Clarke Award","Adult",FALSE,,"978-0316452502" +491,"Recursion","Blake Crouch","Sci-Fi","English",2019,"Crown","A detective investigates a phenomenon where people have false memories of lives they never lived.",329,"memory,thriller,time",4.16,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1524759780" +492,"Wool","Hugh Howey","Dystopian","English",2011,"Broad Reach","Humanity lives in a giant underground silo, and the outside world is deadly.",509,"post-apocalyptic,mystery,silo",4.22,"USA",TRUE,"None","Adult",TRUE,2023,"978-1476733951" +493,"Shift","Hugh Howey","Dystopian","English",2013,"Broad Reach","The prequel story of how the Silos were created.",579,"prequel,silo,scifi",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0544839663" +494,"Dust","Hugh Howey","Dystopian","English",2013,"Broad Reach","The conclusion to the Silo trilogy.",458,"finale,silo,scifi",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-0544839557" +495,"Hidden Figures","Margot Lee Shetterly","Non-fiction","English",2016,"William Morrow","The story of the African-American women mathematicians who helped NASA win the space race.",368,"history,space,race",4.26,"USA",TRUE,"None","Adult",TRUE,2016,"978-0062363596" +496,"Killers of the Flower Moon","David Grann","History","English",2017,"Doubleday","The Osage murders and the birth of the FBI.",359,"crime,history,native american",4.10,"USA",TRUE,"Edgar Award","Adult",TRUE,2023,"978-0385534246" +497,"Devil in the White City","Erik Larson","History","English",2003,"Crown","The true story of the 1893 World's Fair and the serial killer H.H. Holmes.",447,"crime,history,architecture",3.99,"USA",TRUE,"Edgar Award","Adult",TRUE,2024,"978-0375725609" +498,"The Boys in the Boat","Daniel James Brown","History","English",2013,"Viking","Nine Americans and their epic quest for gold at the 1936 Berlin Olympics.",404,"sports,history,olympics",4.34,"USA",TRUE,"None","Adult",TRUE,2023,"978-0670025817" +499,"Shoe Dog","Phil Knight","Memoir","English",2016,"Scribner","A memoir by the creator of Nike.",400,"business,memoir,sports",4.47,"USA",TRUE,"None","Adult",FALSE,,"978-1501135910" +500,"Kitchen Confidential","Anthony Bourdain","Memoir","English",2000,"Bloomsbury","Adventures in the culinary underbelly.",312,"food,chef,memoir",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-1582340821" +501,"Six of Crows","Leigh Bardugo","Fantasy","English",2015,"Henry Holt","A crew of dangerous outcasts attempts an impossible heist in the bustling hub of Ketterdam.",465,"magic,heist,young adult",4.49,"USA",TRUE,"None","Young Adult",FALSE,,"978-1627792127" +502,"Shadow and Bone","Leigh Bardugo","Fantasy","English",2012,"Henry Holt","An orphan girl discovers a power that could save her country from the shadow monsters.",358,"magic,russia,romance",3.90,"USA",TRUE,"None","Young Adult",TRUE,2021,"978-0805094596" +503,"The Cruel Prince","Holly Black","Fantasy","English",2018,"Little, Brown","A mortal girl fights for power and survival in the treacherous High Court of Faerie.",370,"fae,politics,enemies to lovers",4.06,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-0316310277" +504,"Cinder","Marissa Meyer","Sci-Fi","English",2012,"Feiwel & Friends","A cyborg mechanic in New Beijing gets caught up in intergalactic politics and a forbidden romance.",390,"retelling,cyborg,cinderella",4.15,"USA",TRUE,"None","Young Adult",FALSE,,"978-0312641894" +505,"The Invisible Life of Addie LaRue","V.E. Schwab","Fantasy","English",2020,"Tor Books","A woman makes a Faustian bargain to live forever but is cursed to be forgotten by everyone she meets.",444,"magic,history,romance",4.19,"USA",TRUE,"Locus Nominee","Adult",FALSE,,"978-0765387561" +506,"A Darker Shade of Magic","V.E. Schwab","Fantasy","English",2015,"Tor Books","A magician travels between parallel Londons: Grey, Red, White, and Black.",400,"magic,london,adventure",4.05,"USA",TRUE,"None","Adult",FALSE,,"978-0765376459" +507,"The Haunting of Hill House","Shirley Jackson","Horror","English",1959,"Viking","Four seekers arrive at a notoriously unfriendly pile called Hill House.",182,"ghosts,psychology,classic",3.83,"USA",TRUE,"National Book Award Nominee","Adult",TRUE,1963,"978-0143039983" +508,"We Have Always Lived in the Castle","Shirley Jackson","Gothic","English",1962,"Viking","Merricat Blackwood lives in isolation with her sister and uncle after a family tragedy.",146,"mystery,classic,dark",3.99,"USA",TRUE,"None","Adult",TRUE,2018,"978-0143129431" +509,"Bird Box","Josh Malerman","Horror","English",2014,"Ecco","Something is out there that must not be seen, one glimpse drives a person to deadly violence.",262,"apocalypse,thriller,survival",4.01,"USA",TRUE,"Bram Stoker Award Nominee","Adult",TRUE,2018,"978-0062259653" +510,"World War Z","Max Brooks","Horror","English",2006,"Crown","An oral history of the zombie war that nearly destroyed humanity.",342,"zombies,war,politics",4.01,"USA",TRUE,"None","Adult",TRUE,2013,"978-0307346605" +511,"1Q84","Haruki Murakami","Magical Realism","Japanese",2009,"Shinchosha","A woman enters a parallel existence while a writer takes on a dangerous project.",925,"japan,surreal,dystopia",3.92,"Japan",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0307593313" +512,"The Wind-Up Bird Chronicle","Haruki Murakami","Magical Realism","Japanese",1994,"Shinchosha","A man searches for his missing wife and cat in a netherworld beneath Tokyo.",607,"japan,mystery,surreal",4.17,"Japan",TRUE,"Yomiuri Prize","Adult",FALSE,,"978-0679775430" +513,"Battle Royale","Koushun Takami","Thriller","Japanese",1999,"Ohta","Junior high students are forced to fight to the death on an island.",617,"dystopia,violence,japan",4.23,"Japan",TRUE,"None","Adult",TRUE,2000,"978-1421527727" +514,"The Vegetarian","Han Kang","Fiction","Korean",2007,"Changbi","A woman's decision to stop eating meat has devastating consequences for her family.",188,"korea,surreal,dark",3.63,"South Korea",TRUE,"Man Booker International","Adult",TRUE,2009,"978-1101980385" +515,"Kim Jiyoung, Born 1982","Cho Nam-Joo","Fiction","Korean",2016,"Minumsa","The life story of an ordinary woman highlighting systemic sexism in South Korea.",163,"feminism,korea,society",3.77,"South Korea",TRUE,"None","Adult",TRUE,2019,"978-1631496707" +516,"Before the Coffee Gets Cold","Toshikazu Kawaguchi","Magical Realism","Japanese",2015,"Sunmark","A cafe offers customers the chance to travel back in time, but only until their coffee gets cold.",213,"time travel,japan,heartwarming",3.67,"Japan",TRUE,"None","Adult",TRUE,2018,"978-1335430991" +517,"Convenience Store Woman","Sayaka Murata","Fiction","Japanese",2016,"Bungeishunju","A woman finds purpose and stability working in a convenience store for 18 years.",163,"japan,society,humor",3.73,"Japan",TRUE,"Akutagawa Prize","Adult",FALSE,,"978-0802128256" +518,"A Little Life","Hanya Yanagihara","Drama","English",2015,"Doubleday","The tragic and traumatic life of Jude St. Francis and his three college friends.",720,"trauma,friendship,sad",4.31,"USA",TRUE,"Booker Prize Shortlist","Adult",FALSE,,"978-0385539258" +519,"My Year of Rest and Relaxation","Ottessa Moshfegh","Satire","English",2018,"Penguin","A young woman attempts to sleep for a year to reset her life.",289,"depression,satire,new york",3.67,"USA",TRUE,"None","Adult",FALSE,,"978-0525522119" +520,"The Phantom of the Opera","Gaston Leroux","Gothic","French",1910,"Pierre Lafitte","A mysterious figure haunts the Paris Opera House and falls for a young soprano.",192,"classic,romance,horror",3.96,"France",TRUE,"None","Adult",TRUE,2004,"978-0060809249" +521,"The Plague","Albert Camus","Philosophy","French",1947,"Gallimard","The town of Oran is quarantined due to a bubonic plague outbreak.",308,"existentialism,disease,classic",3.99,"France",TRUE,"None","Adult",TRUE,1992,"978-0679720218" +522,"All Quiet on the Western Front","Erich Maria Remarque","War","German",1929,"Propyläen","The physical and mental stress of German soldiers during WWI.",296,"war,classic,tragedy",3.96,"Germany",TRUE,"None","Adult",TRUE,1930,"978-0449213940" +523,"A Fine Balance","Rohinton Mistry","Historical Fiction","English",1995,"McClelland and Stewart","Four strangers are thrust together in an apartment during the Emergency in India.",603,"india,history,tragedy",4.37,"Canada",TRUE,"Giller Prize","Adult",FALSE,,"978-1400030651" +524,"The Namesake","Jhumpa Lahiri","Fiction","English",2003,"Houghton Mifflin","A boy named Gogol navigates his identity as an Indian-American.",291,"identity,family,immigration",3.98,"USA",TRUE,"None","Adult",TRUE,2006,"978-0395927212" +525,"And the Mountains Echoed","Khaled Hosseini","Fiction","English",2013,"Riverhead","A multi-generational family story spanning from Kabul to Paris and San Francisco.",404,"family,afghanistan,connection",4.04,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1594631764" +526,"Reading Lolita in Tehran","Azar Nafisi","Memoir","English",2003,"Random House","A teacher secretly discusses forbidden Western classics with her female students in Iran.",356,"memoir,books,iran",3.77,"Iran",TRUE,"None","Adult",FALSE,,"978-0812973440" +527,"Mrs. Dalloway","Virginia Woolf","Modernist","English",1925,"Hogarth Press","Clarissa Dalloway prepares for a party in London while grappling with her past choices.",194,"classic,stream of consciousness,london",3.80,"UK",TRUE,"None","Adult",TRUE,1997,"978-0156628709" +528,"To the Lighthouse","Virginia Woolf","Modernist","English",1927,"Hogarth Press","The Ramsay family visits the Isle of Skye between 1910 and 1920.",209,"classic,time,family",3.78,"UK",TRUE,"None","Adult",TRUE,1983,"978-0156907392" +529,"A Room of One's Own","Virginia Woolf","Feminist Non-fiction","English",1929,"Hogarth Press","An extended essay arguing that women need financial independence to write fiction.",112,"feminism,classic,essays",4.16,"UK",TRUE,"None","Adult",FALSE,,"978-0156030410" +530,"On the Road","Jack Kerouac","Beat","English",1957,"Viking Press","Sal Paradise and Dean Moriarty travel across America in search of meaning.",307,"travel,beat generation,classic",3.62,"USA",TRUE,"None","Adult",TRUE,2012,"978-0140283299" +531,"Giovanni's Room","James Baldwin","Fiction","English",1956,"Dial Press","An American man in Paris struggles with his identity and a relationship with an Italian bartender.",169,"lgbt,classic,paris",4.32,"USA",TRUE,"None","Adult",FALSE,,"978-0345806567" +532,"Call Me by Your Name","André Aciman","Romance","English",2007,"Farrar, Straus and Giroux","A romance blossoms between a 17-year-old boy and a summer guest at his parents' cliffside mansion.",248,"lgbt,romance,italy",4.13,"USA",TRUE,"Lambda Literary Award","Adult",TRUE,2017,"978-0312426781" +533,"Less","Andrew Sean Greer","Satire","English",2017,"Lee Boudreaux","A failed novelist travels the world to avoid attending his ex-boyfriend's wedding.",261,"humor,travel,lgbt",3.76,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0316316125" +534,"The Sympathizer","Viet Thanh Nguyen","Historical Fiction","English",2015,"Grove Press","A half-French, half-Vietnamese army captain is a spy for the communists during the Vietnam War.",371,"war,spy,vietnam",3.97,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2024,"978-0802123459" +535,"The Overstory","Richard Powers","Fiction","English",2018,"W. W. Norton","Nine strangers are summoned by trees to address the destruction of forests.",502,"nature,trees,epic",4.13,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0393635522" +536,"Trust","Hernan Diaz","Historical Fiction","English",2022,"Riverhead","A novel within a novel about a Wall Street tycoon and the reality behind the myth.",402,"money,history,mystery",3.91,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0593420317" +537,"Demon Copperhead","Barbara Kingsolver","Fiction","English",2022,"Harper","A modern retelling of David Copperfield set in Appalachia during the opioid crisis.",546,"poverty,addiction,coming-of-age",4.53,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0063251922" +538,"The Poisonwood Bible","Barbara Kingsolver","Historical Fiction","English",1998,"HarperFlamingo","A missionary family moves to the Belgian Congo in 1959.",546,"africa,religion,family",4.07,"USA",TRUE,"Book Sense Book of the Year","Adult",FALSE,,"978-0060930530" +539,"Cloud Cuckoo Land","Anthony Doerr","Sci-Fi","English",2021,"Scribner","Five characters across time are connected by a single ancient Greek text.",626,"books,history,time",4.29,"USA",TRUE,"None","Adult",FALSE,,"978-1982168438" +540,"Hamnet","Maggie O'Farrell","Historical Fiction","English",2020,"Tinder Press","A fictional account of Shakespeare's son, Hamnet, who died at age 11.",372,"history,grief,family",4.22,"UK",TRUE,"Women's Prize for Fiction","Adult",FALSE,,"978-0525657606" +541,"Lincoln in the Bardo","George Saunders","Historical Fiction","English",2017,"Random House","President Lincoln visits the grave of his son Willie in a graveyard full of ghosts.",343,"ghosts,history,experimental",3.73,"USA",TRUE,"Booker Prize","Adult",FALSE,,"978-0812995343" +542,"The Underground Railroad","Colson Whitehead","Historical Fiction","English",2016,"Doubleday","Cora escapes slavery using a literal underground railroad system.",306,"history,slavery,surreal",4.03,"USA",TRUE,"Pulitzer Prize,National Book Award","Adult",TRUE,2021,"978-0385542364" +543,"The Nickel Boys","Colson Whitehead","Historical Fiction","English",2019,"Doubleday","Two boys are sent to a brutal reform school in Jim Crow-era Florida.",213,"history,racism,tragedy",4.07,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0385537070" +544,"Gilead","Marilynne Robinson","Fiction","English",2004,"Farrar, Straus and Giroux","An elderly pastor writes a letter to his young son about his life and faith.",247,"religion,family,classic",3.85,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0312424404" +545,"Olive Kitteridge","Elizabeth Strout","Fiction","English",2008,"Random House","Stories about a retired schoolteacher in a small town in Maine.",270,"drama,short stories,maine",3.81,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2014,"978-1400062089" +546,"The Husband's Secret","Liane Moriarty","Mystery","English",2013,"Pan Macmillan","A woman finds a letter from her husband to be opened only in the event of his death.",396,"secrets,mystery,australia",3.94,"Australia",TRUE,"None","Adult",FALSE,,"978-1405911665" +547,"The Guest List","Lucy Foley","Thriller","English",2020,"William Morrow","A wedding on a remote Irish island turns deadly.",313,"mystery,island,crime",3.83,"UK",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0062868930" +548,"In the Woods","Tana French","Mystery","English",2007,"Viking","Detectives investigate a murder in a wood where children disappeared twenty years earlier.",429,"crime,ireland,detective",3.77,"Ireland",TRUE,"Edgar Award","Adult",TRUE,2019,"978-0143113492" +549,"The Thirteenth Tale","Diane Setterfield","Gothic","English",2006,"Orion","A dying author asks a biographer to write her life story, revealing dark secrets.",406,"mystery,gothic,books",4.05,"UK",TRUE,"None","Adult",TRUE,2013,"978-0743298025" +550,"My Cousin Rachel","Daphne du Maurier","Mystery","English",1951,"Gollancz","Philip falls in love with his cousin Rachel, whom he suspects of murdering his guardian.",352,"mystery,romance,classic",3.94,"UK",TRUE,"None","Adult",TRUE,2017,"978-0316251266" +551,"The Firm","John Grisham","Thriller","English",1991,"Doubleday","A young lawyer joins a prestigious firm only to discover it operates as a front for the Chicago Mob.",421,"legal,thriller,crime",3.95,"USA",TRUE,"None","Adult",TRUE,1993,"978-0385416344" +552,"A Time to Kill","John Grisham","Thriller","English",1989,"Wynwood Press","A father takes the law into his own hands after his daughter is brutally assaulted.",515,"legal,crime,south",4.06,"USA",TRUE,"None","Adult",TRUE,1996,"978-0440245919" +553,"The Pelican Brief","John Grisham","Thriller","English",1992,"Doubleday","A law student uncovers a conspiracy connecting the assassinations of two Supreme Court justices.",371,"legal,conspiracy,suspense",3.92,"USA",TRUE,"None","Adult",TRUE,1993,"978-0440245933" +554,"Killing Floor","Lee Child","Thriller","English",1997,"Putnam","Jack Reacher is arrested for murder in a small Georgia town he just drifted into.",524,"action,mystery,crime",4.06,"USA",TRUE,"Anthony Award","Adult",TRUE,2022,"978-0515123448" +555,"Red Dragon","Thomas Harris","Thriller","English",1981,"Putnam","FBI profiler Will Graham returns to service to hunt a serial killer known as the Tooth Fairy.",348,"horror,crime,psychology",4.24,"USA",TRUE,"None","Adult",TRUE,2002,"978-0440206156" +556,"Hannibal","Thomas Harris","Thriller","English",1999,"Delacorte","Seven years after escaping custody, Dr. Hannibal Lecter is hunted by a victim who survived.",484,"horror,crime,cannibalism",3.73,"USA",TRUE,"None","Adult",TRUE,2001,"978-0385299295" +557,"The Talented Mr. Ripley","Patricia Highsmith","Thriller","English",1955,"Coward-McCann","A con artist is sent to Italy to retrieve a wealthy man's son but decides to take his place instead.",288,"crime,psychology,italy",3.96,"USA",TRUE,"Edgar Award Nominee","Adult",TRUE,1999,"978-0393332148" +558,"Strangers on a Train","Patricia Highsmith","Thriller","English",1950,"Harper & Brothers","Two strangers meet on a train and joke about swapping murders.",256,"crime,noir,suspense",3.94,"USA",TRUE,"None","Adult",TRUE,1951,"978-0393321982" +559,"The Postman Always Rings Twice","James M. Cain","Crime","English",1934,"Knopf","A drifter and a dissatisfaction wife plot to murder her husband.",116,"noir,crime,classic",3.90,"USA",TRUE,"None","Adult",TRUE,1981,"978-0679723257" +560,"Double Indemnity","James M. Cain","Crime","English",1943,"Knopf","An insurance agent and a femme fatale plot to kill her husband for the insurance money.",115,"noir,crime,classic",4.11,"USA",TRUE,"None","Adult",TRUE,1944,"978-0679723226" +561,"L.A. Confidential","James Ellroy","Crime","English",1990,"Mysterious Press","Three LAPD detectives become entangled in the corruption of 1950s Los Angeles.",496,"noir,police,corruption",4.28,"USA",TRUE,"None","Adult",TRUE,1997,"978-0446674249" +562,"The Black Dahlia","James Ellroy","Crime","English",1987,"Mysterious Press","Two detectives investigate the brutal murder of Elizabeth Short in 1947 Los Angeles.",348,"noir,history,murder",3.92,"USA",TRUE,"None","Adult",TRUE,2006,"978-0446618120" +563,"The Exorcist","William Peter Blatty","Horror","English",1971,"Harper & Row","A mother seeks the help of two priests to save her daughter from demonic possession.",385,"horror,demon,classic",4.18,"USA",TRUE,"None","Adult",TRUE,1973,"978-0061007224" +564,"Rosemary's Baby","Ira Levin","Horror","English",1967,"Random House","A young pregnant woman suspects her neighbors have sinister plans for her baby.",308,"horror,cult,nyc",4.09,"USA",TRUE,"None","Adult",TRUE,1968,"978-1605981109" +565,"The Stepford Wives","Ira Levin","Satire","English",1972,"Random House","A woman moves to a town where the wives are suspiciously perfect and submissive.",144,"horror,satire,feminism",3.77,"USA",TRUE,"None","Adult",TRUE,2004,"978-0060080843" +566,"Psycho","Robert Bloch","Horror","English",1959,"Simon & Schuster","A young woman on the run checks into a motel run by the disturbed Norman Bates.",176,"horror,thriller,classic",4.15,"USA",TRUE,"None","Adult",TRUE,1960,"978-0879518325" +567,"Jaws","Peter Benchley","Thriller","English",1974,"Doubleday","A giant great white shark terrorizes a resort town.",320,"horror,shark,summer",3.96,"USA",TRUE,"None","Adult",TRUE,1975,"978-0345544148" +568,"Assassin's Apprentice","Robin Hobb","Fantasy","English",1995,"Bantam Spectra","A royal bastard is trained as an assassin in a kingdom threatened by raiders.",435,"magic,epic,growing up",4.16,"USA",TRUE,"None","Adult",FALSE,,"978-0553573398" +569,"Royal Assassin","Robin Hobb","Fantasy","English",1996,"Bantam Spectra","FitzChivalry Farseer returns to court to protect the kingdom from within.",675,"magic,intrigue,epic",4.23,"USA",TRUE,"None","Adult",FALSE,,"978-0553573411" +570,"The Blade Itself","Joe Abercrombie","Fantasy","English",2006,"Gollancz","A barbarian, an officer, and a torturer are drawn into a dark war.",515,"grimdark,war,character",4.16,"UK",TRUE,"None","Adult",FALSE,,"978-0575079793" +571,"Before They Are Hanged","Joe Abercrombie","Fantasy","English",2007,"Gollancz","The Union is at war, and its champions are sent on a desperate quest.",539,"grimdark,epic,war",4.24,"UK",TRUE,"None","Adult",FALSE,,"978-0575077874" +572,"The Lies of Locke Lamora","Scott Lynch","Fantasy","English",2006,"Gollancz","A group of con artists called the Gentleman Bastards pull off heists in a fantasy city.",499,"heist,magic,humor",4.30,"USA",TRUE,"None","Adult",FALSE,,"978-0553588941" +573,"The Black Company","Glen Cook","Fantasy","English",1984,"Tor Books","The annals of an elite mercenary unit hired by a powerful sorceress.",319,"grimdark,war,classic",3.98,"USA",TRUE,"None","Adult",FALSE,,"978-0812521399" +574,"Gardens of the Moon","Steven Erikson","Fantasy","English",1999,"Bantam","The Malazan Empire wages war against the free cities, involving gods and magic.",712,"epic,complex,war",3.88,"Canada",TRUE,"None","Adult",FALSE,,"978-0553819571" +575,"The Poppy War","R.F. Kuang","Fantasy","English",2018,"Harper Voyager","A war orphan enters a military academy and discovers she has shamanic powers.",530,"war,magic,grimdark",4.06,"China",TRUE,"Crawford Award","Adult",FALSE,,"978-0062662569" +576,"Babel","R.F. Kuang","Fantasy","English",2022,"Harper Voyager","A student at Oxford's translation institute uncovers the dark side of the empire's magic.",544,"dark academia,magic,history",4.18,"UK",TRUE,"Nebula Award","Adult",FALSE,,"978-0063021426" +577,"Yellowface","R.F. Kuang","Satire","English",2023,"William Morrow","A writer steals her dead friend's manuscript and passes it off as her own.",336,"publishing,satire,thriller",3.85,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0063250833" +578,"Tomorrow, and Tomorrow, and Tomorrow","Gabrielle Zevin","Fiction","English",2022,"Knopf","Two childhood friends become creative partners in the world of video game design.",401,"gaming,friendship,love",4.19,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593321201" +579,"Bunny","Mona Awad","Horror","English",2019,"Viking","A lonely MFA student is drawn into a cult-like clique of girls.",304,"dark academia,surreal,horror",3.60,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0525559733" +580,"Mexican Gothic","Silvia Moreno-Garcia","Horror","English",2020,"Del Rey","A woman investigates her cousin's claims that her husband is trying to kill her.",301,"gothic,horror,mexico",3.65,"Mexico",TRUE,"Locus Award","Adult",FALSE,,"978-0525620785" +581,"The House in the Cerulean Sea","TJ Klune","Fantasy","English",2020,"Tor","A caseworker is sent to evaluate an orphanage for magical children.",394,"magic,wholesome,lgbt",4.45,"USA",TRUE,"Alex Award","Adult",FALSE,,"978-1250217288" +582,"Sea of Tranquility","Emily St. John Mandel","Sci-Fi","English",2022,"Knopf","A novel of art, time, love, and plague that takes the reader from 1912 to the future.",255,"time travel,pandemic,scifi",4.16,"Canada",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593321447" +583,"Piranesi","Susanna Clarke","Fantasy","English",2020,"Bloomsbury","A man lives in a house of infinite halls and tides, recording his observations.",245,"mystery,magic,philosophy",4.23,"UK",TRUE,"Women's Prize for Fiction","Adult",FALSE,,"978-1635575637" +584,"Jonathan Strange & Mr Norrell","Susanna Clarke","Fantasy","English",2004,"Bloomsbury","Two magicians bring magic back to 19th-century England.",782,"magic,history,classic style",3.83,"UK",TRUE,"Hugo Award","Adult",TRUE,2015,"978-0765356154" +585,"Klara and the Sun","Kazuo Ishiguro","Sci-Fi","English",2021,"Faber & Faber","An Artificial Friend observes the world and hopes to be chosen by a child.",303,"ai,philosophy,future",3.74,"UK",TRUE,"Booker Prize Longlist","Adult",FALSE,,"978-0593318171" +586,"The Buried Giant","Kazuo Ishiguro","Fantasy","English",2015,"Faber & Faber","An elderly couple sets off across a mist-shrouded Britain to find their son.",317,"memory,fantasy,arthurian",3.53,"UK",TRUE,"None","Adult",FALSE,,"978-0307271037" +587,"Saturday","Ian McEwan","Fiction","English",2005,"Jonathan Cape","A neurosurgeon's life changes over the course of a single day in London.",289,"london,realism,post-9/11",3.54,"UK",TRUE,"James Tait Black Prize","Adult",FALSE,,"978-1400076192" +588,"The English Patient","Michael Ondaatje","Historical Fiction","English",1992,"McClelland and Stewart","Four damaged people come together in an Italian monastery at the end of WWII.",320,"war,romance,history",3.85,"Canada",TRUE,"Booker Prize","Adult",TRUE,1996,"978-0679745204" +589,"Possession","A.S. Byatt","Romance","English",1990,"Chatto & Windus","Two modern academics uncover a secret affair between two Victorian poets.",555,"mystery,romance,literary",3.83,"UK",TRUE,"Booker Prize","Adult",TRUE,2002,"978-0679735908" +590,"The Satanic Verses","Salman Rushdie","Magical Realism","English",1988,"Viking","Two men survive a plane explosion and undergo strange transformations.",561,"religion,controversial,surreal",3.67,"UK",TRUE,"Whitbread Award","Adult",FALSE,,"978-0812976717" +591,"The Lost Symbol","Dan Brown","Thriller","English",2009,"Doubleday","Robert Langdon is summoned to Washington D.C. to decode Masonic secrets.",509,"mystery,history,freemasons",3.74,"USA",TRUE,"None","Adult",TRUE,2021,"978-0385504225" +592,"Ghostwritten","David Mitchell","Fiction","English",1999,"Sceptre","Nine intertwining stories set in different parts of the globe.",426,"travel,connection,complex",4.06,"UK",TRUE,"John Llewellyn Rhys Prize","Adult",FALSE,,"978-0375724503" +593,"The Bone Clocks","David Mitchell","Fantasy","English",2014,"Sceptre","A runaway teenager is drawn into a psychic war between immortals.",624,"fantasy,time,complex",3.82,"UK",TRUE,"World Fantasy Award","Adult",FALSE,,"978-1400065677" +594,"Black Swan Green","David Mitchell","Coming-of-age","English",2006,"Sceptre","A year in the life of a thirteen-year-old boy in 1980s England.",294,"growing up,80s,semi-autobiographical",4.03,"UK",TRUE,"None","Adult",FALSE,,"978-0812974010" +595,"House of Leaves","Mark Z. Danielewski","Horror","English",2000,"Pantheon","A family moves into a house that is bigger on the inside than on the outside.",709,"horror,experimental,complex",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-0375420528" +596,"Brief Interviews with Hideous Men","David Foster Wallace","Short Stories","English",1999,"Little, Brown","A collection of short stories exploring male psychology and modern alienation.",273,"psychology,dark,experimental",3.89,"USA",TRUE,"None","Adult",TRUE,2009,"978-0316086899" +597,"A Confederacy of Dunces","John Kennedy Toole","Satire","English",1980,"LSU Press","The misadventures of Ignatius J. Reilly in New Orleans.",394,"humor,classic,picaresque",3.88,"USA",TRUE,"Pulitzer Prize","Adult",FALSE,,"978-0802130204" +598,"The Heart is a Lonely Hunter","Carson McCullers","Southern Gothic","English",1940,"Houghton Mifflin","A deaf-mute man becomes the confidant for misfits in a Georgia mill town.",359,"loneliness,classic,south",4.04,"USA",TRUE,"None","Adult",TRUE,1968,"978-0618526413" +599,"Wise Blood","Flannery O'Connor","Southern Gothic","English",1952,"Harcourt","A returning WWII veteran tries to start an anti-religious church.",236,"religion,satire,south",4.03,"USA",TRUE,"None","Adult",TRUE,1979,"978-0374505844" +600,"Trigger Warning","Neil Gaiman","Short Stories","English",2015,"William Morrow","A collection of short fiction and poetry exploring the masks we wear.",310,"horror,fantasy,anthology",3.96,"UK",TRUE,"Locus Award","Adult",FALSE,,"978-0062330260" +601,"Harry Potter and the Goblet of Fire","J.K. Rowling","Fantasy","English",2000,"Bloomsbury","Harry is entered into the Triwizard Tournament and faces Voldemort's return.",636,"magic,school,tournament",4.56,"UK",TRUE,"Hugo Award","Children",TRUE,2005,"978-0439139595" +602,"Harry Potter and the Order of the Phoenix","J.K. Rowling","Fantasy","English",2003,"Bloomsbury","Harry faces a smear campaign by the Ministry of Magic and forms a secret defense group.",766,"magic,rebellion,politics",4.50,"UK",TRUE,"None","Children",TRUE,2007,"978-0439358064" +603,"Harry Potter and the Half-Blood Prince","J.K. Rowling","Fantasy","English",2005,"Bloomsbury","Harry learns about Voldemort's past and the Horcruxes.",607,"magic,history,romance",4.57,"UK",TRUE,"British Book Award","Children",TRUE,2009,"978-0439784542" +604,"Harry Potter and the Deathly Hallows","J.K. Rowling","Fantasy","English",2007,"Bloomsbury","The final battle between Harry Potter and Lord Voldemort.",607,"magic,war,finale",4.62,"UK",TRUE,"None","Children",TRUE,2010,"978-0545010221" +605,"A Clash of Kings","George R.R. Martin","Fantasy","English",1998,"Bantam Spectra","Five kings compete for the Iron Throne in the second book of A Song of Ice and Fire.",768,"epic,war,politics",4.41,"USA",TRUE,"Locus Award","Adult",TRUE,2012,"978-0553381696" +606,"A Storm of Swords","George R.R. Martin","Fantasy","English",2000,"Bantam Spectra","The War of the Five Kings continues with betrayals and weddings.",973,"epic,war,tragedy",4.54,"USA",TRUE,"Locus Award","Adult",TRUE,2013,"978-0553381702" +607,"A Feast for Crows","George R.R. Martin","Fantasy","English",2005,"Bantam Spectra","The aftermath of the war sees new alliances and threats in Westeros.",753,"epic,politics,dark",4.14,"USA",TRUE,"None","Adult",TRUE,2015,"978-0553582024" +608,"A Dance with Dragons","George R.R. Martin","Fantasy","English",2011,"Bantam Spectra","Daenerys rules in Meereen while Jon Snow faces threats at the Wall.",1016,"epic,dragons,winter",4.32,"USA",TRUE,"Locus Award","Adult",TRUE,2015,"978-0553801477" +609,"The Eye of the World","Robert Jordan","Fantasy","English",1990,"Tor Books","Three young men from a small village are hunted by the Dark One's servants.",814,"epic,magic,journey",4.18,"USA",TRUE,"None","Adult",TRUE,2021,"978-0812511819" +610,"The Great Hunt","Robert Jordan","Fantasy","English",1990,"Tor Books","Rand al'Thor searches for the Horn of Valere to lead the heroes of legend.",705,"epic,adventure,magic",4.22,"USA",TRUE,"None","Adult",TRUE,2021,"978-0812517729" +611,"The Dragon Reborn","Robert Jordan","Fantasy","English",1991,"Tor Books","Rand al'Thor proclaims himself the Dragon Reborn and seizes the Stone of Tear.",624,"epic,destiny,magic",4.25,"USA",TRUE,"None","Adult",TRUE,2021,"978-0812513714" +612,"Casino Royale","Ian Fleming","Spy Fiction","English",1953,"Jonathan Cape","James Bond tries to bankrupt a Soviet agent at a baccarat table in France.",213,"spy,bond,gambling",3.76,"UK",TRUE,"None","Adult",TRUE,2006,"978-1612185439" +613,"Live and Let Die","Ian Fleming","Spy Fiction","English",1954,"Jonathan Cape","Bond tracks a criminal genius named Mr. Big from Harlem to Jamaica.",221,"spy,crime,vodou",3.67,"UK",TRUE,"None","Adult",TRUE,1973,"978-1612185446" +614,"Moonraker","Ian Fleming","Spy Fiction","English",1955,"Jonathan Cape","Bond investigates a millionaire industrialist building a nuclear missile.",247,"spy,rocket,london",3.74,"UK",TRUE,"None","Adult",TRUE,1979,"978-1612185453" +615,"Goldfinger","Ian Fleming","Spy Fiction","English",1959,"Jonathan Cape","Bond investigates a gold smuggler who plans to rob Fort Knox.",318,"spy,gold,villain",3.83,"UK",TRUE,"None","Adult",TRUE,1964,"978-1612185507" +616,"Tinker Tailor Soldier Spy","John le Carré","Spy Fiction","English",1974,"Hodder & Stoughton","George Smiley is brought out of retirement to find a Soviet mole in British Intelligence.",381,"spy,cold war,mystery",4.06,"UK",TRUE,"None","Adult",TRUE,2011,"978-0143120933" +617,"The Spy Who Came in from the Cold","John le Carré","Spy Fiction","English",1963,"Victor Gollancz","A British agent poses as a defector to frame an East German intelligence officer.",224,"spy,cold war,tragedy",4.08,"UK",TRUE,"Edgar Award","Adult",TRUE,1965,"978-0143124757" +618,"Smiley's People","John le Carré","Spy Fiction","English",1979,"Hodder & Stoughton","George Smiley faces his nemesis, Karla, in a final Cold War chess match.",395,"spy,cold war,finale",4.06,"UK",TRUE,"None","Adult",TRUE,1982,"978-0143119661" +619,"The Day of the Jackal","Frederick Forsyth","Thriller","English",1971,"Hutchinson","A professional assassin is hired to kill Charles de Gaulle.",358,"assassin,suspense,history",4.24,"UK",TRUE,"Edgar Award","Adult",TRUE,1973,"978-0451239372" +620,"The Bourne Identity","Robert Ludlum","Thriller","English",1980,"Richard Marek","A man with amnesia finds he has advanced combat skills and is being hunted.",566,"spy,action,amnesia",4.03,"USA",TRUE,"None","Adult",TRUE,2002,"978-0553260113" +621,"The Bourne Supremacy","Robert Ludlum","Thriller","English",1986,"Random House","Jason Bourne is forced out of retirement to find an impostor using his name.",646,"spy,action,asia",3.95,"USA",TRUE,"None","Adult",TRUE,2004,"978-0553263220" +622,"The Hunt for Red October","Tom Clancy","Techno-thriller","English",1984,"Naval Institute Press","A Soviet submarine captain attempts to defect to the United States with a cutting-edge sub.",387,"military,submarine,cold war",4.09,"USA",TRUE,"None","Adult",TRUE,1990,"978-0425240335" +623,"Patriot Games","Tom Clancy","Techno-thriller","English",1987,"Putnam","Jack Ryan saves the Prince of Wales from a terrorist attack and becomes a target.",503,"terrorism,spy,action",4.05,"USA",TRUE,"None","Adult",TRUE,1992,"978-0425240359" +624,"Shōgun","James Clavell","Historical Fiction","English",1975,"Hodder & Stoughton","An English pilot is shipwrecked in feudal Japan and rises to become a samurai.",1152,"japan,history,epic",4.39,"UK",TRUE,"None","Adult",TRUE,1980,"978-0440178002" +625,"Tai-Pan","James Clavell","Historical Fiction","English",1966,"Atheneum","The struggle for power among traders in Hong Kong after the First Opium War.",734,"history,hong kong,business",4.23,"UK",TRUE,"None","Adult",TRUE,1986,"978-0440184621" +626,"King Rat","James Clavell","Historical Fiction","English",1962,"Little, Brown","Survival in a Japanese prisoner-of-war camp during World War II.",352,"war,survival,prison",4.07,"UK",TRUE,"None","Adult",TRUE,1965,"978-0440145462" +627,"Sphere","Michael Crichton","Sci-Fi","English",1987,"Knopf","Scientists discover a giant spacecraft on the ocean floor containing a mysterious sphere.",371,"ocean,aliens,psychology",3.80,"USA",TRUE,"None","Adult",TRUE,1998,"978-0345353146" +628,"The Andromeda Strain","Michael Crichton","Sci-Fi","English",1969,"Knopf","A team of scientists battles a deadly extraterrestrial microorganism.",327,"science,virus,thriller",3.89,"USA",TRUE,"None","Adult",TRUE,1971,"978-0060541811" +629,"Congo","Michael Crichton","Adventure","English",1980,"Knopf","An expedition to the African rainforest searches for diamonds and encounters killer apes.",480,"jungle,technology,apes",3.61,"USA",TRUE,"None","Adult",TRUE,1995,"978-0345378491" +630,"Timeline","Michael Crichton","Sci-Fi","English",1999,"Knopf","Historians travel back to 14th-century France to rescue their professor.",496,"time travel,history,knights",3.85,"USA",TRUE,"None","Adult",TRUE,2003,"978-0345417626" +631,"The Martian Chronicles","Ray Bradbury","Sci-Fi","English",1950,"Doubleday","A collection of stories about the colonization of Mars by humans.",222,"mars,space,short stories",4.13,"USA",TRUE,"None","Adult",TRUE,1980,"978-1451678192" +632,"The Illustrated Man","Ray Bradbury","Sci-Fi","English",1951,"Doubleday","Eighteen science fiction stories framed by a tattooed vagrant.",275,"scifi,tattoos,short stories",4.12,"USA",TRUE,"None","Adult",TRUE,1969,"978-1451678185" +633,"Something Wicked This Way Comes","Ray Bradbury","Fantasy","English",1962,"Simon & Schuster","Two boys encounter a sinister traveling carnival that grants wishes for a price.",293,"horror,carnival,classic",3.94,"USA",TRUE,"None","Young Adult",TRUE,1983,"978-0380729401" +634,"I Am Legend","Richard Matheson","Horror","English",1954,"Gold Medal Books","The last man on Earth hunts vampires while trying to stay sane.",160,"vampires,isolation,scifi",4.00,"USA",TRUE,"None","Adult",TRUE,2007,"978-0765357151" +635,"What Dreams May Come","Richard Matheson","Fantasy","English",1978,"Putnam","A man dies and travels through the afterlife to rescue his wife from hell.",288,"afterlife,love,fantasy",4.11,"USA",TRUE,"None","Adult",TRUE,1998,"978-0765308702" +636,"Contact","Carl Sagan","Sci-Fi","English",1985,"Simon & Schuster","A radio astronomer discovers a signal from extraterrestrial intelligence.",432,"aliens,science,religion",4.13,"USA",TRUE,"Locus Award","Adult",TRUE,1997,"978-0671004101" +637,"World Without End","Ken Follett","Historical Fiction","English",2007,"Dutton","The sequel to The Pillars of the Earth, set 150 years later in Kingsbridge.",1014,"history,architecture,plague",4.26,"UK",TRUE,"None","Adult",TRUE,2012,"978-0451224996" +638,"The Bad Beginning","Lemony Snicket","Children's Fiction","English",1999,"HarperCollins","Three orphans are sent to live with their distant cousin, Count Olaf, who wants their fortune.",162,"humor,gothic,kids",3.94,"USA",TRUE,"None","Children",TRUE,2004,"978-0061148518" +639,"The Reptile Room","Lemony Snicket","Children's Fiction","English",1999,"HarperCollins","The Baudelaire orphans go to live with their uncle who studies snakes.",190,"humor,gothic,kids",3.98,"USA",TRUE,"None","Children",TRUE,2004,"978-0061148532" +640,"Sideways Stories from Wayside School","Louis Sachar","Children's Fiction","English",1978,"Follett","Humorous stories about a school built thirty stories high.",128,"humor,school,absurd",4.16,"USA",TRUE,"None","Children",TRUE,2005,"978-0380731480" +641,"The Jungle","Upton Sinclair","Political Fiction","English",1906,"Doubleday","An exposé of the American meatpacking industry and the plight of immigrants.",375,"history,politics,poverty",3.75,"USA",TRUE,"None","Adult",FALSE,,"978-0486419237" +642,"A Farewell to Arms","Ernest Hemingway","War","English",1929,"Scribner","An American ambulance driver in the Italian Army falls in love with a British nurse.",293,"war,romance,tragedy",3.80,"USA",TRUE,"None","Adult",TRUE,1932,"978-0684801469" +643,"Main Street","Sinclair Lewis","Satire","English",1920,"Harcourt","A young woman struggles against the conformity of small-town America.",451,"classic,satire,society",3.74,"USA",TRUE,"None","Adult",FALSE,,"978-0451525314" +644,"The Duke and I","Julia Quinn","Romance","English",2000,"Avon","Daphne Bridgerton and the Duke of Hastings enter a fake courtship.",384,"romance,regency,family",3.84,"USA",TRUE,"None","Adult",TRUE,2020,"978-0062353597" +645,"The Viscount Who Loved Me","Julia Quinn","Romance","English",2000,"Avon","Anthony Bridgerton decides to marry, but falls for his intended's sister.",378,"romance,regency,enemies to lovers",4.04,"USA",TRUE,"None","Adult",TRUE,2022,"978-0062353641" +646,"The Thorn Birds","Colleen McCullough","Historical Fiction","English",1977,"Harper & Row","A family saga set on a sheep station in the Australian outback.",692,"australia,romance,epic",4.23,"Australia",TRUE,"None","Adult",TRUE,1983,"978-0380018178" +647,"Streets of Laredo","Larry McMurtry","Western","English",1993,"Simon & Schuster","A sequel to Lonesome Dove, featuring Captain Call hunting a bandit.",589,"western,adventure,sequel",4.08,"USA",TRUE,"None","Adult",TRUE,1995,"978-0671792817" +648,"Empire of the Sun","J.G. Ballard","War","English",1984,"Gollancz","A young British boy struggles to survive in a Japanese internment camp in China.",279,"war,survival,semi-autobiographical",3.91,"UK",TRUE,"James Tait Black Prize","Adult",TRUE,1987,"978-0006540939" +649,"Crash","J.G. Ballard","Transgressive","English",1973,"Jonathan Cape","Characters derive sexual arousal from car crashes.",224,"psychology,dark,controversial",3.32,"UK",TRUE,"None","Adult",TRUE,1996,"978-0312420338" +650,"High Rise","J.G. Ballard","Dystopian","English",1975,"Jonathan Cape","Residents of a luxury high-rise building descend into primal chaos.",208,"dystopia,society,class",3.68,"UK",TRUE,"None","Adult",TRUE,2015,"978-0871404022" +651,"The Wise Man's Fear","Patrick Rothfuss","Fantasy","English",2011,"DAW Books","Kvothe continues his education at the University and travels to the Fae realm.",994,"magic,adventure,sequel",4.55,"USA",TRUE,"None","Adult",FALSE,,"978-0756404734" +652,"The Slow Regard of Silent Things","Patrick Rothfuss","Fantasy","English",2014,"DAW Books","A novella exploring the life of Auri, a mysterious character living beneath the University.",159,"magic,lyrical,novella",4.16,"USA",TRUE,"None","Adult",FALSE,,"978-0756411336" +653,"The Dark Forest","Cixin Liu","Sci-Fi","English",2008,"Chongqing Press","Humanity prepares for an alien invasion arriving in 400 years by creating the Wallfacer project.",512,"aliens,strategy,philosophy",4.40,"China",TRUE,"None","Adult",FALSE,,"978-0765377081" +654,"Death's End","Cixin Liu","Sci-Fi","English",2010,"Chongqing Press","The conclusion to the Three-Body trilogy, spanning eras and dimensions.",604,"aliens,time,universe",4.46,"China",TRUE,"Locus Award","Adult",FALSE,,"978-0765377104" +655,"Speaker for the Dead","Orson Scott Card","Sci-Fi","English",1986,"Tor Books","Ender Wiggin tries to understand a new alien species to prevent another xenocide.",415,"aliens,philosophy,sequel",4.06,"USA",TRUE,"Hugo,Nebula","Adult",FALSE,,"978-0812550757" +656,"Xenocide","Orson Scott Card","Sci-Fi","English",1991,"Tor Books","Ender works to save the Pequeninos and the Hive Queen from a deadly virus.",592,"aliens,virus,philosophy",3.76,"USA",TRUE,"None","Adult",FALSE,,"978-0812509250" +657,"The Gunslinger","Stephen King","Fantasy","English",1982,"Grant","Roland of Gilead pursues the Man in Black across a desert in the first Dark Tower book.",224,"western,fantasy,epic",3.93,"USA",TRUE,"None","Adult",TRUE,2017,"978-0451210845" +658,"The Drawing of the Three","Stephen King","Fantasy","English",1987,"Grant","Roland summons three companions from different eras of New York to help him.",400,"fantasy,time travel,epic",4.22,"USA",TRUE,"None","Adult",FALSE,,"978-0451210852" +659,"The Waste Lands","Stephen King","Fantasy","English",1991,"Grant","Roland and his ka-tet continue their quest towards the Dark Tower.",512,"fantasy,epic,train",4.25,"USA",TRUE,"None","Adult",FALSE,,"978-0451210869" +660,"Doctor Sleep","Stephen King","Horror","English",2013,"Scribner","A sequel to The Shining, following an adult Dan Torrance protecting a girl with powers.",531,"horror,powers,recovery",4.09,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,2019,"978-1476727653" +662,"Time of Contempt","Andrzej Sapkowski","Fantasy","English",1995,"SuperNOWA","Geralt and Yennefer fight to protect Ciri as war erupts across the continent.",331,"magic,war,witcher",4.25,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219136" +663,"Baptism of Fire","Andrzej Sapkowski","Fantasy","English",1996,"SuperNOWA","Geralt assembles a hodgepodge company of allies to find Ciri.",343,"magic,adventure,witcher",4.32,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219181" +664,"The Tower of the Swallow","Andrzej Sapkowski","Fantasy","English",1997,"SuperNOWA","Ciri embraces her dark powers while being hunted by mercenaries.",436,"magic,dark,witcher",4.34,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219143" +665,"Lady of the Lake","Andrzej Sapkowski","Fantasy","English",1999,"SuperNOWA","The conclusion of the Witcher saga involving time travel and the Arthurian legend.",531,"magic,finale,witcher",4.29,"Poland",TRUE,"None","Adult",TRUE,2019,"978-0316219150" +666,"Sandman, Vol. 1: Preludes & Nocturnes","Neil Gaiman","Graphic Novel","English",1989,"DC Comics","Morpheus, the King of Dreams, is captured and imprisoned for 70 years.",240,"fantasy,comics,mythology",4.23,"USA",TRUE,"None","Adult",TRUE,2022,"978-1401225759" +667,"Sandman, Vol. 2: The Doll's House","Neil Gaiman","Graphic Novel","English",1990,"DC Comics","Morpheus tracks down rogue dreams that escaped the Dreaming.",232,"fantasy,comics,serial killer",4.40,"USA",TRUE,"None","Adult",TRUE,2022,"978-1401227999" +668,"Fun Home: A Family Tragicomic","Alison Bechdel","Graphic Memoir","English",2006,"Houghton Mifflin","A graphic memoir about the author's relationship with her closeted father.",232,"memoir,lgbt,comics",4.08,"USA",TRUE,"Eisner Award","Adult",TRUE,2013,"978-0618871711" +669,"Persepolis 2: The Story of a Return","Marjane Satrapi","Memoir","English",2004,"L'Association","Marjane returns to Iran after living in Europe and struggles to fit in.",187,"memoir,iran,comics",4.36,"France",TRUE,"None","Adult",TRUE,2007,"978-0375714665" +670,"The Hate U Give","Angie Thomas","Young Adult","English",2017,"Balzer + Bray","A teen witnesses the fatal shooting of her childhood friend by a police officer.",444,"racism,activism,family",4.49,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2018,"978-0062498533" +671,"Looking for Alaska","John Green","Young Adult","English",2005,"Dutton","A boy goes to boarding school and falls for the elusive Alaska Young.",221,"teen,romance,tragedy",3.99,"USA",TRUE,"Printz Award","Young Adult",TRUE,2019,"978-0525475064" +672,"Paper Towns","John Green","Young Adult","English",2008,"Dutton","Q goes on a road trip to find his neighbor Margo who disappeared.",305,"mystery,road trip,teen",3.86,"USA",TRUE,"Edgar Award","Young Adult",TRUE,2015,"978-0525478188" +673,"Thirteen Reasons Why","Jay Asher","Young Adult","English",2007,"RazorBill","A high school student receives tapes from a classmate who committed suicide.",288,"suicide,mystery,teen",3.92,"USA",TRUE,"None","Young Adult",TRUE,2017,"978-1595141712" +674,"Miss Peregrine's Home for Peculiar Children","Ransom Riggs","Fantasy","English",2011,"Quirk Books","A boy discovers an abandoned orphanage on a Welsh island with strange inhabitants.",352,"photos,mystery,magic",3.90,"USA",TRUE,"None","Young Adult",TRUE,2016,"978-1594744761" +675,"Hollow City","Ransom Riggs","Fantasy","English",2014,"Quirk Books","The peculiar children flee to London to save their headmistress.",400,"photos,sequel,magic",4.05,"USA",TRUE,"None","Young Adult",FALSE,,"978-1594747359" +676,"The Scorch Trials","James Dashner","Sci-Fi","English",2010,"Delacorte","The Gladers have escaped the Maze but now face a desolate landscape.",361,"dystopia,survival,action",3.90,"USA",TRUE,"None","Young Adult",TRUE,2015,"978-0385738758" +677,"The Death Cure","James Dashner","Sci-Fi","English",2011,"Delacorte","Thomas must survive the final test to find a cure for the Flare.",324,"dystopia,finale,action",3.80,"USA",TRUE,"None","Young Adult",TRUE,2018,"978-0385738772" +678,"Insurgent","Veronica Roth","Dystopian","English",2012,"Katherine Tegen","Tris Prior continues her fight against the faction system.",525,"action,romance,war",4.02,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2015,"978-0062024046" +679,"Allegiant","Veronica Roth","Dystopian","English",2013,"Katherine Tegen","Tris and Four discover the truth about what lies outside the fence.",526,"finale,twist,scifi",3.60,"USA",TRUE,"Goodreads Choice Award","Young Adult",TRUE,2016,"978-0062024060" +680,"New Moon","Stephenie Meyer","Romance","English",2006,"Little, Brown","Bella falls into a depression after Edward leaves, befriending werewolf Jacob Black.",563,"vampires,werewolves,romance",3.55,"USA",TRUE,"None","Young Adult",TRUE,2009,"978-0316160193" +681,"Eclipse","Stephenie Meyer","Romance","English",2007,"Little, Brown","Bella must choose between Edward and Jacob while a new threat approaches.",629,"vampires,love triangle,war",3.70,"USA",TRUE,"None","Young Adult",TRUE,2010,"978-0316160209" +682,"Breaking Dawn","Stephenie Meyer","Romance","English",2008,"Little, Brown","The conclusion to the Twilight saga involving marriage, a child, and the Volturi.",756,"vampires,marriage,finale",3.72,"USA",TRUE,"British Book Award","Young Adult",TRUE,2011,"978-0316067928" +683,"A Court of Mist and Fury","Sarah J. Maas","Fantasy","English",2016,"Bloomsbury","Feyre navigates the Night Court and her growing powers.",626,"romance,fae,epic",4.60,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1619634466" +684,"A Court of Wings and Ruin","Sarah J. Maas","Fantasy","English",2017,"Bloomsbury","Feyre returns to the Spring Court to gather information for the coming war.",699,"war,romance,fae",4.46,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1619634480" +685,"Schindler's List","Thomas Keneally","Historical Fiction","English",1982,"Simon & Schuster","The true story of Oskar Schindler, who saved over 1,000 Jews during the Holocaust.",448,"holocaust,history,heroism",4.35,"Australia",TRUE,"Booker Prize","Adult",TRUE,1993,"978-0671880316" +686,"Brooklyn","Colm Tóibín","Historical Fiction","English",2009,"Viking","A young Irish woman emigrates to Brooklyn in the 1950s.",262,"immigration,romance,history",3.92,"Ireland",TRUE,"Costa Novel Award","Adult",TRUE,2015,"978-1439136690" +687,"The Reader","Bernhard Schlink","Historical Fiction","German",1995,"Diogenes","A young man has an affair with an older woman who later goes on trial for Nazi war crimes.",218,"holocaust,law,romance",3.77,"Germany",TRUE,"None","Adult",TRUE,2008,"978-0375707971" +688,"The Sea of Monsters","Rick Riordan","Fantasy","English",2006,"Miramax","Percy Jackson seeks the Golden Fleece to save Camp Half-Blood.",279,"mythology,adventure,sea",4.23,"USA",TRUE,"None","Children",TRUE,2013,"978-0786856862" +689,"The Titan's Curse","Rick Riordan","Fantasy","English",2007,"Hyperion","Percy must rescue the goddess Artemis and his friend Annabeth.",312,"mythology,adventure,prophecy",4.33,"USA",TRUE,"None","Children",FALSE,,"978-1423101451" +690,"The Battle of the Labyrinth","Rick Riordan","Fantasy","English",2008,"Hyperion","Percy navigates Daedalus's labyrinth to stop an invasion.",361,"mythology,maze,action",4.38,"USA",TRUE,"None","Children",FALSE,,"978-1423101468" +691,"The Last Olympian","Rick Riordan","Fantasy","English",2009,"Hyperion","The final battle for Mount Olympus against the Titans.",381,"mythology,finale,war",4.50,"USA",TRUE,"None","Children",FALSE,,"978-1423101475" +692,"Artemis Fowl: The Arctic Incident","Eoin Colfer","Fantasy","English",2002,"Viking","Artemis must team up with the fairies to save his father.",288,"heist,fairies,sequel",3.93,"Ireland",TRUE,"None","Children",FALSE,,"978-0786851478" +693,"The Tipping Point","Malcolm Gladwell","Non-fiction","English",2000,"Little, Brown","How little things can make a big difference in social trends.",301,"sociology,business,psychology",3.98,"Canada",TRUE,"None","Adult",FALSE,,"978-0316316965" +694,"Blink","Malcolm Gladwell","Psychology","English",2005,"Little, Brown","The power of thinking without thinking.",296,"psychology,decision making,science",3.94,"Canada",TRUE,"None","Adult",FALSE,,"978-0316172325" +695,"Nudge","Richard H. Thaler","Economics","English",2008,"Yale University Press","Improving decisions about health, wealth, and happiness.",312,"economics,psychology,politics",3.84,"USA",TRUE,"None","Adult",FALSE,,"978-0143115267" +696,"Predictably Irrational","Dan Ariely","Psychology","English",2008,"HarperCollins","The hidden forces that shape our decisions.",280,"economics,psychology,behavior",4.12,"USA",TRUE,"None","Adult",FALSE,,"978-0061353239" +697,"Men at Arms","Terry Pratchett","Fantasy","English",1993,"Gollancz","The City Watch investigates a series of murders involving a new invention: a 'gonne'.",377,"satire,police,discworld",4.43,"UK",TRUE,"None","Adult",FALSE,,"978-0062225771" +698,"Reaper Man","Terry Pratchett","Fantasy","English",1991,"Gollancz","Death is fired from his job and tries to live as a farmhand.",352,"death,humor,discworld",4.39,"UK",TRUE,"None","Adult",FALSE,,"978-0062225733" +699,"Wyrd Sisters","Terry Pratchett","Fantasy","English",1988,"Gollancz","Three witches get involved in royal politics, parodying Macbeth.",265,"witches,shakespeare,humor",4.24,"UK",TRUE,"None","Adult",TRUE,1997,"978-0062225726" +700,"The Valley of Fear","Arthur Conan Doyle","Detective","English",1915,"Smith, Elder & Co.","Sherlock Holmes solves a murder that is linked to a secret society in America.",320,"mystery,sherlock,classic",4.00,"UK",TRUE,"None","Adult",FALSE,,"978-0140439113" +701,"Foundation and Empire","Isaac Asimov","Sci-Fi","English",1952,"Gnome Press","The Galactic Empire crumbles, but the Foundation faces a new threat: The Mule.",247,"scifi,psychohistory,empire",4.23,"USA",TRUE,"None","Adult",TRUE,2021,"978-0553293371" +702,"Second Foundation","Isaac Asimov","Sci-Fi","English",1953,"Gnome Press","The search for the secret Second Foundation begins as the galaxy hangs in the balance.",225,"scifi,mystery,classic",4.25,"USA",TRUE,"None","Adult",TRUE,2021,"978-0553293364" +703,"Life, the Universe and Everything","Douglas Adams","Sci-Fi","English",1982,"Pan Books","Arthur Dent travels through time to save the universe from the planet Krikkit.",224,"humor,scifi,satire",4.19,"UK",TRUE,"None","Adult",FALSE,,"978-0345391827" +704,"So Long, and Thanks for All the Fish","Douglas Adams","Sci-Fi","English",1984,"Pan Books","Arthur Dent returns to Earth, which has been mysteriously restored.",224,"humor,romance,dolphins",4.11,"UK",TRUE,"None","Adult",FALSE,,"978-0345391834" +705,"The Light Fantastic","Terry Pratchett","Fantasy","English",1986,"Colin Smythe","Rincewind tries to save the Discworld from a collision with a red star.",241,"humor,magic,discworld",3.99,"UK",TRUE,"None","Adult",TRUE,2008,"978-0062225689" +706,"Equal Rites","Terry Pratchett","Fantasy","English",1987,"Gollancz","A dying wizard passes his staff to the eighth son of an eighth son, who turns out to be a girl.",228,"feminism,magic,discworld",4.09,"UK",TRUE,"None","Adult",FALSE,,"978-0062225696" +707,"Sourcery","Terry Pratchett","Fantasy","English",1988,"Gollancz","A sourcerer arrives on the Discworld, threatening to destroy the balance of magic.",243,"humor,magic,discworld",4.04,"UK",TRUE,"None","Adult",FALSE,,"978-0062225702" +708,"Eric","Terry Pratchett","Fantasy","English",1990,"Gollancz","Rincewind is summoned by a demonologist who wants three wishes granted.",160,"humor,faust,discworld",3.93,"UK",TRUE,"None","Adult",FALSE,,"978-0062225740" +709,"The Testaments","Margaret Atwood","Dystopian","English",2019,"McClelland & Stewart","The sequel to The Handmaid's Tale, told by three women in Gilead.",419,"dystopia,feminism,sequel",4.18,"Canada",TRUE,"Booker Prize","Adult",FALSE,,"978-0385543781" +710,"Oryx and Crake","Margaret Atwood","Sci-Fi","English",2003,"McClelland & Stewart","A plague has wiped out humanity, leaving one man and a race of genetic splices.",376,"dystopia,science,apocalypse",4.01,"Canada",TRUE,"Booker Prize Shortlist","Adult",FALSE,,"978-0385721677" +711,"The Blind Assassin","Margaret Atwood","Historical Fiction","English",2000,"McClelland & Stewart","A memoir of two sisters interspersed with a sci-fi novel written by one of them.",521,"mystery,history,complex",3.96,"Canada",TRUE,"Booker Prize","Adult",FALSE,,"978-0385720953" +712,"Alias Grace","Margaret Atwood","Historical Fiction","English",1996,"McClelland & Stewart","A fictionalized account of the 1843 murders of Thomas Kinnear and his housekeeper.",468,"crime,history,canada",4.03,"Canada",TRUE,"Giller Prize","Adult",TRUE,2017,"978-0385490443" +713,"Artemis","Andy Weir","Sci-Fi","English",2017,"Crown","A smuggler on the first lunar city gets involved in a conspiracy.",305,"moon,heist,science",3.67,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0553448122" +714,"Seveneves","Neal Stephenson","Sci-Fi","English",2015,"William Morrow","The moon blows up, and humanity must survive in space for 5,000 years.",880,"space,apocalypse,hard scifi",3.99,"USA",TRUE,"None","Adult",FALSE,,"978-0062190376" +715,"Cryptonomicon","Neal Stephenson","Historical Fiction","English",1999,"Avon","WWII codebreakers and 90s internet entrepreneurs shape the future of cryptography.",1139,"tech,history,coding",4.24,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-0380973464" +717,"Count Zero","William Gibson","Cyberpunk","English",1986,"Gollancz","Three stories intertwine in a corporate-dominated future.",256,"cyberpunk,ai,hacker",3.93,"USA",TRUE,"None","Adult",FALSE,,"978-0441117734" +718,"Mona Lisa Overdrive","William Gibson","Cyberpunk","English",1988,"Gollancz","The conclusion to the Sprawl trilogy involving a young girl and a ghostly cyberspace.",260,"cyberpunk,scifi,sequel",3.90,"USA",TRUE,"None","Adult",FALSE,,"978-0553281743" +719,"The Magicians","Lev Grossman","Fantasy","English",2009,"Viking","A young man attends a secret college of magic in New York.",402,"magic,dark,narnia-esque",3.51,"USA",TRUE,"Alex Award","Adult",TRUE,2015,"978-0452296299" +720,"Prince Caspian","C.S. Lewis","Fantasy","English",1951,"Geoffrey Bles","The Pevensie children return to Narnia to help Prince Caspian take his throne.",223,"magic,classic,adventure",3.98,"UK",TRUE,"None","Children",TRUE,2008,"978-0064405003" +721,"The Voyage of the Dawn Treader","C.S. Lewis","Fantasy","English",1952,"Geoffrey Bles","Lucy, Edmund, and Eustace sail to the end of the world.",248,"sea,adventure,magic",4.09,"UK",TRUE,"None","Children",TRUE,2010,"978-0064405027" +722,"The Silver Chair","C.S. Lewis","Fantasy","English",1953,"Geoffrey Bles","Eustace and Jill Pole are sent to find the missing Prince Rilian.",217,"magic,quest,classic",3.96,"UK",TRUE,"None","Children",TRUE,1990,"978-0064405041" +723,"The Horse and His Boy","C.S. Lewis","Fantasy","English",1954,"Geoffrey Bles","A boy and a talking horse escape from Calormen to Narnia.",199,"adventure,horses,classic",3.92,"UK",TRUE,"None","Children",FALSE,,"978-0064405010" +724,"La Belle Sauvage","Philip Pullman","Fantasy","English",2017,"Knopf","The first volume of The Book of Dust, set before His Dark Materials.",451,"magic,prequel,adventure",4.05,"UK",TRUE,"None","Young Adult",FALSE,,"978-0375815300" +725,"Cujo","Stephen King","Horror","English",1981,"Viking","A friendly St. Bernard contracts rabies and terrorizes a woman and her son.",309,"horror,dog,tension",3.68,"USA",TRUE,"None","Adult",TRUE,1983,"978-0451161352" +726,"Firestarter","Stephen King","Sci-Fi","English",1980,"Viking","A girl with pyrokinesis is hunted by a secret government agency.",403,"powers,thriller,conspiracy",3.86,"USA",TRUE,"None","Adult",TRUE,1984,"978-1501143793" +727,"The Dead Zone","Stephen King","Thriller","English",1979,"Viking","A man wakes from a coma with the ability to see the future.",402,"powers,politics,thriller",3.95,"USA",TRUE,"None","Adult",TRUE,1983,"978-1501143823" +728,"Thinner","Stephen King","Horror","English",1984,"NAL Books","A lawyer is cursed by a gypsy to lose weight uncontrollably.",309,"horror,curse,thriller",3.63,"USA",TRUE,"None","Adult",TRUE,1996,"978-1501144172" +729,"Sputnik Sweetheart","Haruki Murakami","Fiction","Japanese",1999,"Kodansha","A young teacher disappears on a Greek island, leaving behind a mystery.",210,"japan,mystery,love",3.82,"Japan",TRUE,"None","Adult",FALSE,,"978-0375726057" +730,"After Dark","Haruki Murakami","Magical Realism","Japanese",2004,"Kodansha","Encounters in Tokyo during the hours between midnight and dawn.",191,"japan,night,surreal",3.74,"Japan",TRUE,"None","Adult",FALSE,,"978-0307389886" +731,"Demons","Fyodor Dostoevsky","Political Fiction","English",1872,"The Russian Messenger","A group of radicals plots to overthrow the government and society.",768,"russia,politics,philosophy",4.27,"Russia",TRUE,"None","Adult",FALSE,,"978-0679734512" +732,"The Death of Ivan Ilyich","Leo Tolstoy","Novella","Russian",1886,"Unknown","A high-court judge confronts his mortality as he lies dying.",86,"death,philosophy,classic",4.05,"Russia",TRUE,"None","Adult",TRUE,1985,"978-0307951335" +733,"Resurrection","Leo Tolstoy","Fiction","Russian",1899,"Niva","A nobleman seeks redemption for a sin he committed years ago.",503,"russia,redemption,justice",3.94,"Russia",TRUE,"None","Adult",TRUE,1960,"978-0140449945" +734,"The Fall","Albert Camus","Philosophy","French",1956,"Gallimard","A lawyer reflects on his life and the hypocrisy of human nature.",147,"existentialism,monologue,philosophy",4.04,"France",TRUE,"Nobel Prize","Adult",FALSE,,"978-0679720225" +735,"No Exit","Jean-Paul Sartre","Play","French",1944,"Gallimard","Three damned souls are locked in a room together for eternity.",60,"existentialism,play,hell",4.07,"France",TRUE,"Nobel Prize","Adult",TRUE,1954,"978-0679725169" +736,"Death of a Salesman","Arthur Miller","Play","English",1949,"Viking","An aging salesman realizes his life has been a failure.",144,"play,tragedy,american dream",3.76,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1985,"978-0140481341" +737,"The Crucible","Arthur Miller","Play","English",1953,"Viking","A dramatization of the Salem witch trials as an allegory for McCarthyism.",143,"play,history,hysteria",4.06,"USA",TRUE,"Tony Award","Adult",TRUE,1996,"978-0140481389" +738,"A Streetcar Named Desire","Tennessee Williams","Play","English",1947,"New Directions","A fading Southern belle moves in with her sister and brutish brother-in-law.",107,"play,drama,south",3.98,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1951,"978-0811216024" +739,"Cat on a Hot Tin Roof","Tennessee Williams","Play","English",1955,"New Directions","A wealthy Southern family confronts lies and secrets on a birthday.",173,"play,family,drama",4.06,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1958,"978-0811216017" +740,"The Pearl","John Steinbeck","Parable","English",1947,"Viking","A poor diver finds a magnificent pearl that brings him nothing but evil.",96,"classic,greed,tragedy",3.44,"USA",TRUE,"None","Adult",TRUE,1947,"978-0140177374" +741,"Cannery Row","John Steinbeck","Fiction","English",1945,"Viking","A portrait of the inhabitants of a street in Monterey, California.",181,"classic,humor,community",4.03,"USA",TRUE,"None","Adult",TRUE,1982,"978-0140177381" +742,"The Red Pony","John Steinbeck","Novella","English",1933,"Covici Friede","Four stories about a boy growing up on a ranch in California.",95,"classic,coming-of-age,horses",3.39,"USA",TRUE,"None","Children",TRUE,1949,"978-0140177367" +743,"Stuart Little","E.B. White","Children's Fiction","English",1945,"Harper & Brothers","A mouse born to human parents has adventures in New York.",131,"animals,classic,kids",3.85,"USA",TRUE,"None","Children",TRUE,1999,"978-0064400565" +744,"The Trumpet of the Swan","E.B. White","Children's Fiction","English",1970,"Harper & Row","A mute swan learns to play the trumpet to woo a mate.",252,"animals,music,classic",4.06,"USA",TRUE,"None","Children",TRUE,2001,"978-0064408677" +745,"Mythology","Edith Hamilton","Non-fiction","English",1942,"Little, Brown","A timeless collection of Greek, Roman, and Norse myths.",497,"mythology,history,classic",4.14,"USA",TRUE,"None","Adult",FALSE,,"978-0316223331" +746,"Norse Mythology","Neil Gaiman","Fantasy","English",2017,"W. W. Norton","A retelling of the myths of Odin, Thor, and Loki.",301,"mythology,fantasy,retelling",4.09,"UK",TRUE,"None","Adult",FALSE,,"978-0393609097" +747,"Silent Spring","Rachel Carson","Non-fiction","English",1962,"Houghton Mifflin","A book that launched the environmental movement by exposing the dangers of pesticides.",368,"science,environment,classic",4.16,"USA",TRUE,"National Book Award Nominee","Adult",FALSE,,"978-0618249060" +748,"Saga, Vol. 1","Brian K. Vaughan","Graphic Novel","English",2012,"Image Comics","Two soldiers from warring races fall in love and flee to keep their child safe.",160,"scifi,fantasy,comics",4.53,"USA",TRUE,"Hugo,Eisner","Adult",FALSE,,"978-1607066019" +749,"The Woman in Cabin 10","Ruth Ware","Thriller","English",2016,"Harvill Secker","A travel journalist witnesses a woman being thrown overboard on a luxury cruise.",340,"mystery,cruise,suspense",3.68,"UK",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1501132933" +750,"Verity","Colleen Hoover","Thriller","English",2018,"Independently published","A writer is hired to complete the remaining books of an injured author and uncovers a dark autobiography.",314,"thriller,romance,twist",4.37,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1791392796" +751,"Inferno","Dan Brown","Thriller","English",2013,"Doubleday","Robert Langdon wakes up in a hospital in Florence with no memory and a target on his back.",461,"mystery,dante,italy",3.86,"USA",TRUE,"None","Adult",TRUE,2016,"978-0385537858" +752,"Origin","Dan Brown","Thriller","English",2017,"Doubleday","Langdon attends an event in Spain where a futurist plans to reveal a discovery that will change science.",461,"mystery,science,spain",3.83,"USA",TRUE,"None","Adult",FALSE,,"978-0385514231" +753,"The Shadow Rising","Robert Jordan","Fantasy","English",1992,"Tor Books","Rand al'Thor travels to the Aiel Waste to prove he is the true Dragon Reborn.",1001,"epic,desert,magic",4.27,"USA",TRUE,"None","Adult",TRUE,2021,"978-0312854317" +754,"The Fires of Heaven","Robert Jordan","Fantasy","English",1993,"Tor Books","Rand leads the Aiel out of the Waste to conquer the Westlands.",912,"epic,war,politics",4.23,"USA",TRUE,"None","Adult",TRUE,2021,"978-0312854270" +755,"Night Watch","Terry Pratchett","Fantasy","English",2002,"Doubleday","Commander Vimes is sent back in time to his own past in Ankh-Morpork.",480,"time travel,police,discworld",4.50,"UK",TRUE,"Prometheus Award","Adult",FALSE,,"978-0060013117" +756,"Thud!","Terry Pratchett","Fantasy","English",2005,"Doubleday","Tensions rise between dwarfs and trolls as the anniversary of a famous battle approaches.",373,"mystery,fantasy,discworld",4.33,"UK",TRUE,"None","Adult",FALSE,,"978-0060815308" +757,"The Moon Is a Harsh Mistress","Robert A. Heinlein","Sci-Fi","English",1966,"Putnam","A lunar colony revolts against Earth with the help of a supercomputer.",382,"politics,moon,revolution",4.16,"USA",TRUE,"Hugo Award","Adult",FALSE,,"978-0312863555" +758,"Fragile Things","Neil Gaiman","Short Stories","English",2006,"William Morrow","A collection of short stories and poetry involving Sherlock Holmes, the Matrix, and more.",360,"fantasy,horror,anthology",4.03,"UK",TRUE,"Locus Award","Adult",FALSE,,"978-0060515225" +759,"Elantris","Brandon Sanderson","Fantasy","English",2005,"Tor Books","A city of gods becomes a city of the damned, and a prince is exiled there.",638,"magic,zombies,politics",4.18,"USA",TRUE,"None","Adult",FALSE,,"978-0765350374" +760,"Warbreaker","Brandon Sanderson","Fantasy","English",2009,"Tor Books","Two sisters are entangled in the politics of a city ruled by living gods.",688,"magic,color,sisters",4.26,"USA",TRUE,"None","Adult",FALSE,,"978-0765320308" +761,"The Great Alone","Kristin Hannah","Historical Fiction","English",2018,"St. Martin's Press","A POW veteran moves his family to the harsh wilderness of Alaska to find peace.",440,"alaska,survival,family",4.34,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0312577230" +762,"The Four Winds","Kristin Hannah","Historical Fiction","English",2021,"St. Martin's Press","A woman must make a desperate choice to save her family during the Great Depression Dust Bowl.",464,"history,poverty,resilience",4.29,"USA",TRUE,"None","Adult",FALSE,,"978-1250178602" +763,"Bad Blood: Secrets and Lies in a Silicon Valley Startup","John Carreyrou","Non-fiction","English",2018,"Knopf","The rise and fall of Theranos and its founder Elizabeth Holmes.",339,"crime,business,tech",4.38,"USA",TRUE,"Financial Times Book of the Year","Adult",TRUE,2019,"978-1524731656" +764,"Empire of Pain","Patrick Radden Keefe","Non-fiction","English",2021,"Doubleday","The secret history of the Sackler dynasty and their role in the opioid crisis.",535,"history,business,crime",4.56,"USA",TRUE,"Baillie Gifford Prize","Adult",FALSE,,"978-0385545686" +765,"Say Nothing","Patrick Radden Keefe","Non-fiction","English",2018,"Doubleday","A true story of murder and memory in Northern Ireland during The Troubles.",441,"history,crime,ireland",4.49,"USA",TRUE,"Orwell Prize","Adult",FALSE,,"978-0385521314" +766,"The Spanish Love Deception","Elena Armas","Romance","English",2021,"Simon & Schuster","A woman fakes a relationship with her nemesis for a wedding in Spain.",482,"romance,fake dating,spain",3.92,"Spain",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1665912487" +767,"It Happened One Summer","Tessa Bailey","Romance","English",2021,"Avon","A Hollywood 'It Girl' is cut off and sent to run a dive bar in a fishing town.",397,"romance,schitt's creek,summer",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0063045651" +768,"The Unhoneymooners","Christina Lauren","Romance","English",2019,"Gallery Books","Two enemies must pretend to be a married couple on a free honeymoon trip.",400,"romance,enemies to lovers,humor",4.04,"USA",TRUE,"None","Adult",FALSE,,"978-1501128035" +769,"People We Meet on Vacation","Emily Henry","Romance","English",2021,"Berkley","Two best friends with opposite personalities take one last summer trip together.",364,"romance,friends to lovers,travel",4.03,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1984806758" +770,"Happy Place","Emily Henry","Romance","English",2023,"Berkley","A broken-up couple pretends to still be together for their friends' annual week at a cottage.",400,"romance,second chance,summer",4.16,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593441275" +771,"Malibu Rising","Taylor Jenkins Reid","Historical Fiction","English",2021,"Ballantine","Four famous siblings throw an epic party in 1983 Malibu that ends in fire.",369,"family,drama,80s",4.07,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1524798659" +772,"Carrie Soto Is Back","Taylor Jenkins Reid","Fiction","English",2022,"Ballantine","A retired tennis player returns for one last slam to defend her record.",384,"sports,tennis,ambition",4.22,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593356678" +773,"The Outsider","Stephen King","Horror","English",2018,"Scribner","An investigation into a gruesome murder leads to an impossible suspect.",561,"crime,horror,supernatural",3.98,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2020,"978-1501180989" +774,"11/22/63","Stephen King","Sci-Fi","English",2011,"Scribner","A teacher travels back in time to prevent the assassination of John F. Kennedy.",849,"time travel,history,thriller",4.30,"USA",TRUE,"Locus Award","Adult",TRUE,2016,"978-1451627282" +775,"Under the Dome","Stephen King","Sci-Fi","English",2009,"Scribner","An invisible force field seals off a small town in Maine.",1074,"sci-fi,survival,politics",3.92,"USA",TRUE,"None","Adult",TRUE,2013,"978-1439148501" +776,"Bag of Bones","Stephen King","Horror","English",1998,"Scribner","A grieving writer is haunted by ghosts at his summer home.",529,"ghosts,mystery,romance",3.90,"USA",TRUE,"Bram Stoker Award","Adult",TRUE,2011,"978-0684853505" +777,"Needful Things","Stephen King","Horror","English",1991,"Viking","A new shop opens in Castle Rock, selling customers exactly what they desire for a price.",690,"horror,small town,chaos",3.93,"USA",TRUE,"None","Adult",TRUE,1993,"978-0670839537" +778,"Christine","Stephen King","Horror","English",1983,"Viking","A teenager buys a vintage car that has an evil mind of its own.",526,"horror,cars,classic",3.79,"USA",TRUE,"None","Adult",TRUE,1983,"978-0670220267" +779,"The Giving Tree","Shel Silverstein","Children's Fiction","English",1964,"Harper & Row","A parable about the relationship between a boy and a tree.",64,"classic,picture book,sad",4.37,"USA",TRUE,"None","Children",FALSE,,"978-0060256654" +780,"Where the Sidewalk Ends","Shel Silverstein","Poetry","English",1974,"Harper & Row","A collection of humorous and whimsical poems and drawings.",166,"poetry,humor,kids",4.30,"USA",TRUE,"None","Children",FALSE,,"978-0060256678" +781,"Corduroy","Don Freeman","Children's Fiction","English",1968,"Viking","A teddy bear in a department store searches for his missing button.",32,"classic,bears,friendship",4.29,"USA",TRUE,"None","Children",TRUE,1984,"978-0670241330" +782,"Alexander and the Terrible, Horrible, No Good, Very Bad Day","Judith Viorst","Children's Fiction","English",1972,"Atheneum","A boy has a day where everything goes wrong.",32,"classic,humor,kids",4.22,"USA",TRUE,"None","Children",TRUE,2014,"978-0689714346" +783,"Madeline","Ludwig Bemelmans","Children's Fiction","English",1939,"Simon & Schuster","A story about a brave girl in a Catholic boarding school in Paris.",44,"paris,classic,rhyme",4.14,"France",TRUE,"Caldecott Honor","Children",TRUE,1998,"978-0140564393" +784,"Curious George","H.A. Rey","Children's Fiction","English",1941,"Houghton Mifflin","A monkey is brought from Africa to the city by the Man with the Yellow Hat.",64,"classic,animals,monkey",4.13,"USA",TRUE,"None","Children",TRUE,2006,"978-0395159934" +785,"Cloudy with a Chance of Meatballs","Judi Barrett","Children's Fiction","English",1978,"Atheneum","A town where food falls from the sky like weather.",32,"classic,food,humor",4.20,"USA",TRUE,"None","Children",TRUE,2009,"978-0689306473" +786,"The Spy and the Traitor","Ben Macintyre","Non-fiction","English",2018,"Viking","The true story of Oleg Gordievsky, a KGB double agent for MI6.",384,"spy,cold war,history",4.54,"UK",TRUE,"Baillie Gifford Shortlist","Adult",FALSE,,"978-1101904190" +787,"Operation Mincemeat","Ben Macintyre","Non-fiction","English",2010,"Bloomsbury","A WWII deception operation involving a dead body and fake documents.",400,"war,history,spy",4.32,"UK",TRUE,"None","Adult",TRUE,2021,"978-1408809211" +788,"The Likeness","Tana French","Mystery","English",2008,"Viking","A detective goes undercover as a victim who looks exactly like her.",466,"crime,ireland,undercover",4.07,"Ireland",TRUE,"None","Adult",TRUE,2019,"978-0143115625" +789,"Faithful Place","Tana French","Mystery","English",2010,"Viking","A detective discovers his childhood sweetheart's suitcase in an old house 22 years after she vanished.",400,"crime,ireland,family",4.06,"Ireland",TRUE,"None","Adult",TRUE,2019,"978-0143119494" +790,"Gone Baby Gone","Dennis Lehane","Thriller","English",1998,"William Morrow","Private investigators search for a missing four-year-old girl in Boston.",414,"crime,boston,kidnap",4.13,"USA",TRUE,"None","Adult",TRUE,2007,"978-0062068408" +791,"The Girl Who Kicked the Hornet's Nest","Stieg Larsson","Crime","English",2007,"Norstedts","Lisbeth Salander fights for her life and justice against a secret government section.",563,"hacker,sweden,conspiracy",4.22,"Sweden",TRUE,"None","Adult",TRUE,2009,"978-0307454560" +792,"Before the Fall","Noah Hawley","Thriller","English",2016,"Grand Central","A private plane crashes, leaving only two survivors, raising questions about what happened.",400,"mystery,survival,media",3.73,"USA",TRUE,"Edgar Award","Adult",FALSE,,"978-1455561780" +793,"The Snowman","Jo Nesbø","Crime","Norwegian",2007,"Aschehoug","Detective Harry Hole hunts a serial killer who builds snowmen at crime scenes.",383,"crime,norway,serial killer",4.03,"Norway",TRUE,"None","Adult",TRUE,2017,"978-0307595861" +794,"The Redbreast","Jo Nesbø","Crime","Norwegian",2000,"Aschehoug","Harry Hole investigates a rare rifle that points to a neo-Nazi conspiracy.",518,"crime,norway,history",4.00,"Norway",TRUE,"Glass Key Award","Adult",FALSE,,"978-0062266859" +795,"Headhunters","Jo Nesbø","Thriller","Norwegian",2008,"Aschehoug","A corporate headhunter steals art to fund his lavish lifestyle but picks the wrong target.",304,"crime,heist,norway",3.84,"Norway",TRUE,"None","Adult",TRUE,2011,"978-0307957184" +796,"Magpie Murders","Anthony Horowitz","Mystery","English",2016,"Orion","An editor reads a manuscript that contains a hidden real-life mystery.",496,"mystery,meta,whodunit",4.11,"UK",TRUE,"None","Adult",TRUE,2022,"978-0062645227" +797,"The Word Is Murder","Anthony Horowitz","Mystery","English",2017,"Century","The author Anthony Horowitz inserts himself into the story to solve a murder.",390,"mystery,meta,sherlock",4.05,"UK",TRUE,"None","Adult",FALSE,,"978-0062676788" +798,"The House of Silk","Anthony Horowitz","Mystery","English",2011,"Orion","A new Sherlock Holmes novel authorized by the Conan Doyle estate.",294,"mystery,sherlock,pastiche",3.99,"UK",TRUE,"None","Adult",FALSE,,"978-0316196994" +799,"Moriarty","Anthony Horowitz","Mystery","English",2014,"Orion","A Pinkerton agent and a Scotland Yard inspector hunt for Moriarty's successor.",285,"mystery,sherlock,villain",3.75,"UK",TRUE,"None","Adult",FALSE,,"978-0062377180" +800,"Nine Perfect Strangers","Liane Moriarty","Thriller","English",2018,"Pan Macmillan","Nine strangers gather at a remote health resort that isn't what it seems.",451,"mystery,resort,wellness",3.49,"Australia",TRUE,"Goodreads Choice Nominee","Adult",TRUE,2021,"978-1250069825" +801,"Tell No One","Harlan Coben","Thriller","English",2001,"Delacorte","A pediatrician receives a video showing his wife, who was murdered eight years ago, is still alive.",339,"mystery,twist,romance",4.13,"USA",TRUE,"None","Adult",TRUE,2006,"978-0440245902" +802,"The Stranger","Harlan Coben","Thriller","English",2015,"Dutton","A stranger approaches a man and reveals a shocking secret about his wife.",386,"mystery,secrets,family",3.96,"USA",TRUE,"None","Adult",TRUE,2020,"978-0525953500" +803,"The Lincoln Lawyer","Michael Connelly","Crime","English",2005,"Little, Brown","A criminal defense attorney operates out of the back of his Lincoln Town Car.",404,"legal,crime,los angeles",4.18,"USA",TRUE,"Shamus Award","Adult",TRUE,2011,"978-0316734938" +804,"The Black Echo","Michael Connelly","Crime","English",1992,"Little, Brown","Detective Harry Bosch discovers a dead body in a drainpipe that links to a bank robbery.",482,"crime,detective,noir",4.14,"USA",TRUE,"Edgar Award","Adult",TRUE,2014,"978-0316069434" +805,"The Poet","Michael Connelly","Thriller","English",1996,"Little, Brown","A reporter investigates the suicide of his brother and uncovers a serial killer targeting cops.",448,"crime,serial killer,mystery",4.26,"USA",TRUE,"Anthony Award","Adult",FALSE,,"978-0446602617" +806,"Along Came a Spider","James Patterson","Thriller","English",1993,"Little, Brown","Detective Alex Cross hunts a serial kidnapper who has taken two children.",435,"crime,detective,suspense",4.09,"USA",TRUE,"None","Adult",TRUE,2001,"978-0446364195" +807,"Kiss the Girls","James Patterson","Thriller","English",1995,"Little, Brown","Alex Cross investigates a series of kidnappings in North Carolina.",464,"crime,serial killer,mystery",4.13,"USA",TRUE,"None","Adult",TRUE,1997,"978-0446601245" +808,"The Bone Collector","Jeffery Deaver","Thriller","English",1997,"Viking","A quadriplegic criminologist tracks a serial killer in New York City.",528,"crime,forensics,mystery",4.19,"USA",TRUE,"Nero Award","Adult",TRUE,1999,"978-0451488855" +809,"Presumed Innocent","Scott Turow","Legal Thriller","English",1987,"Farrar, Straus & Giroux","A prosecutor is charged with the murder of his colleague and mistress.",421,"legal,courtroom,mystery",4.05,"USA",TRUE,"Silver Dagger","Adult",TRUE,1990,"978-0446359863" +810,"Defending Jacob","William Landay","Legal Thriller","English",2012,"Delacorte","An assistant DA's son is accused of murdering a classmate.",421,"legal,family,crime",4.04,"USA",TRUE,"Strand Critics Award","Adult",TRUE,2020,"978-0345533666" +811,"Mystic River","Dennis Lehane","Thriller","English",2001,"William Morrow","Three childhood friends are reunited by a tragedy in Boston.",401,"crime,boston,tragedy",4.18,"USA",TRUE,"Dilys Award","Adult",TRUE,2003,"978-0060584757" +812,"The Given Day","Dennis Lehane","Historical Fiction","English",2008,"William Morrow","A story of Boston at the end of WWI, involving strikes, radicals, and baseball.",702,"history,boston,epic",4.12,"USA",TRUE,"None","Adult",FALSE,,"978-0061584893" +813,"The Couple Next Door","Shari Lapena","Thriller","English",2016,"Pamela Dorman","A baby is kidnapped from her crib while her parents are at a dinner party next door.",308,"mystery,kidnap,twist",3.82,"Canada",TRUE,"None","Adult",FALSE,,"978-0735221086" +814,"Behind Closed Doors","B.A. Paris","Thriller","English",2016,"St. Martin's Press","A seemingly perfect marriage hides a terrifying secret of control and abuse.",293,"mystery,psychology,suspense",4.00,"UK",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-1250111326" +815,"The Last Thing He Told Me","Laura Dave","Thriller","English",2021,"Simon & Schuster","A woman searches for the truth about her husband after he disappears leaving a cryptic note.",303,"mystery,family,secrets",3.84,"USA",TRUE,"Goodreads Choice Award","Adult",TRUE,2023,"978-1501171345" +816,"Then She Was Gone","Lisa Jewell","Thriller","English",2017,"Century","A mother meets a man whose daughter looks exactly like her own missing child.",359,"mystery,missing person,twist",4.07,"UK",TRUE,"None","Adult",FALSE,,"978-1501154645" +817,"The Family Upstairs","Lisa Jewell","Thriller","English",2019,"Atria","A woman inherits a house in Chelsea and uncovers its dark history of cult-like occupants.",336,"mystery,dark,cult",3.99,"UK",TRUE,"None","Adult",FALSE,,"978-1501190100" +818,"Local Woman Missing","Mary Kubica","Thriller","English",2021,"Park Row","Secrets revealed when a missing girl returns home after 11 years.",352,"mystery,kidnap,twist",4.10,"USA",TRUE,"None","Adult",FALSE,,"978-0778389446" +819,"The Good Girl","Mary Kubica","Thriller","English",2014,"Mira","A kidnapping story told from multiple perspectives with a nonlinear timeline.",352,"mystery,kidnap,twist",3.97,"USA",TRUE,"None","Adult",FALSE,,"978-0778316558" +820,"The Silent Wife","A.S.A. Harrison","Thriller","English",2013,"Penguin Canada","A chilling portrait of a marriage heading towards murder.",326,"mystery,marriage,psychology",3.60,"Canada",TRUE,"None","Adult",FALSE,,"978-0143123231" +821,"Anatomy of a Scandal","Sarah Vaughan","Thriller","English",2018,"Simon & Schuster","A politician's marriage unravels when he is accused of a terrible crime.",392,"legal,politics,marriage",3.79,"UK",TRUE,"None","Adult",TRUE,2022,"978-1501172168" +822,"Apple Tree Yard","Louise Doughty","Thriller","English",2013,"Faber & Faber","A respected scientist has an affair that leads to a violent crime and a trial.",336,"crime,affair,courtroom",3.60,"UK",TRUE,"None","Adult",TRUE,2017,"978-0571297887" +823,"The Girl Before","JP Delaney","Thriller","English",2017,"Quercus","Two women, separated by time, live in the same minimalist house with strict rules.",341,"mystery,architecture,suspense",3.80,"UK",TRUE,"None","Adult",TRUE,2021,"978-0425285046" +824,"On Chesil Beach","Ian McEwan","Fiction","English",2007,"Jonathan Cape","A young couple's wedding night in 1962 is ruined by their fear of intimacy.",166,"romance,history,novella",3.44,"UK",TRUE,"Booker Prize Shortlist","Adult",TRUE,2017,"978-0307386175" +825,"Amsterdam","Ian McEwan","Fiction","English",1998,"Jonathan Cape","Two friends make a euthanasia pact that goes horribly wrong.",193,"satire,morality,tragedy",3.45,"UK",TRUE,"Booker Prize","Adult",FALSE,,"978-0385494243" +826,"The Children Act","Ian McEwan","Fiction","English",2014,"Jonathan Cape","A judge must decide whether to force a sick teenager to have a blood transfusion against his religion.",224,"law,ethics,religion",3.87,"UK",TRUE,"None","Adult",TRUE,2018,"978-0385539708" +827,"Beatrice and Virgil","Yann Martel","Fiction","English",2010,"Spiegel & Grau","An author encounters a taxidermist writing a play about a donkey and a monkey.",213,"allegory,holocaust,animals",3.14,"Canada",TRUE,"None","Adult",FALSE,,"978-1400069262" +828,"The Starless Sea","Erin Morgenstern","Fantasy","English",2019,"Doubleday","A student finds a book describing his own life and enters a hidden underground world.",498,"magic,books,mystery",3.91,"USA",TRUE,"Dragon Award Nominee","Adult",FALSE,,"978-0385541213" +829,"The Glass Hotel","Emily St. John Mandel","Fiction","English",2020,"Knopf","A novel about a Ponzi scheme and the mysterious disappearance of a woman at sea.",302,"mystery,fraud,ghosts",3.83,"Canada",TRUE,"None","Adult",FALSE,,"978-0525521143" +830,"Utopia Avenue","David Mitchell","Historical Fiction","English",2020,"Sceptre","The rise and fall of a psychedelic folk-rock band in late 1960s London.",574,"music,60s,band",4.11,"UK",TRUE,"None","Adult",FALSE,,"978-0812997439" +831,"Dandelion Wine","Ray Bradbury","Fiction","English",1957,"Doubleday","A semi-autobiographical novel about a magical summer in 1928 Illinois.",239,"summer,childhood,nostalgia",4.13,"USA",TRUE,"None","Adult",FALSE,,"978-0553277531" +832,"The Sirens of Titan","Kurt Vonnegut","Sci-Fi","English",1959,"Delacorte","A space odyssey involving a Martian invasion and the purpose of human history.",326,"satire,space,philosophy",4.16,"USA",TRUE,"Hugo Nominee","Adult",FALSE,,"978-0385333498" +833,"Mother Night","Kurt Vonnegut","Historical Fiction","English",1961,"Gold Medal Books","An American spy in Nazi Germany becomes a propaganda radio star.",282,"war,satire,spy",4.22,"USA",TRUE,"None","Adult",TRUE,1996,"978-0385334143" +834,"Player Piano","Kurt Vonnegut","Dystopian","English",1952,"Scribner","In a future where machines do all the work, an engineer rebels.",320,"dystopia,automation,satire",3.93,"USA",TRUE,"None","Adult",FALSE,,"978-0385333788" +835,"Galápagos","Kurt Vonnegut","Sci-Fi","English",1985,"Delacorte","The story of a small group of humans who survive the apocalypse and evolve into seal-like creatures.",324,"evolution,satire,apocalypse",3.89,"USA",TRUE,"None","Adult",FALSE,,"978-0385333870" +836,"God Bless You, Mr. Rosewater","Kurt Vonnegut","Satire","English",1965,"Holt, Rinehart and Winston","A millionaire philanthropist tries to do good in a world that thinks he's crazy.",275,"money,satire,humor",4.07,"USA",TRUE,"None","Adult",FALSE,,"978-0385333474" +837,"Chocolat","Joanne Harris","Magical Realism","English",1999,"Doubleday","A woman opens a chocolate shop in a repressed French village during Lent.",306,"food,france,romance",3.99,"UK",TRUE,"Whitbread Nominee","Adult",TRUE,2000,"978-0552998482" +838,"The Hundred-Foot Journey","Richard C. Morais","Fiction","English",2008,"Scribner","An Indian boy becomes a chef in France, sparking a rivalry with a local restaurant.",256,"food,france,india",3.84,"USA",TRUE,"None","Adult",TRUE,2014,"978-1439165652" +839,"Bastard Out of Carolina","Dorothy Allison","Fiction","English",1992,"Dutton","A young girl grows up in poverty and abuse in South Carolina.",309,"poverty,abuse,south",4.12,"USA",TRUE,"National Book Award Finalist","Adult",TRUE,1996,"978-0452269576" +840,"Practical Magic","Alice Hoffman","Magical Realism","English",1995,"Putnam","Two sisters from a family of witches try to escape their magical heritage.",286,"magic,sisters,romance",3.85,"USA",TRUE,"None","Adult",TRUE,1998,"978-0425190371" +841,"The Rules of Magic","Alice Hoffman","Fantasy","English",2017,"Simon & Schuster","The prequel to Practical Magic, set in 1960s New York.",369,"magic,prequel,history",4.10,"USA",TRUE,"None","Adult",FALSE,,"978-1501137488" +842,"The Dovekeepers","Alice Hoffman","Historical Fiction","English",2011,"Scribner","Four women's lives intersect during the siege of Masada in ancient Israel.",504,"history,women,tragedy",4.07,"USA",TRUE,"None","Adult",TRUE,2015,"978-1451617481" +843,"Frog Music","Emma Donoghue","Historical Fiction","English",2014,"Little, Brown","A burlesque dancer is murdered in 1876 San Francisco.",403,"crime,history,music",3.55,"Canada",TRUE,"None","Adult",FALSE,,"978-0316324687" +844,"The Wonder","Emma Donoghue","Historical Fiction","English",2016,"Little, Brown","A nurse is hired to watch a young girl in Ireland who claims to survive without food.",291,"history,ireland,mystery",3.76,"Canada",TRUE,"Giller Prize Shortlist","Adult",TRUE,2022,"978-0316393874" +845,"Before I Fall","Lauren Oliver","Young Adult","English",2010,"HarperCollins","A popular girl relives the day of her death over and over again.",470,"timeloop,school,redemption",3.91,"USA",TRUE,"None","Young Adult",TRUE,2017,"978-0061726804" +846,"Delirium","Lauren Oliver","Dystopian","English",2011,"HarperCollins","In a future where love is considered a disease, a girl falls in love just before her cure.",441,"dystopia,romance,love",3.96,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-0061726828" +847,"Uglies","Scott Westerfeld","Dystopian","English",2005,"Simon & Schuster","Teenagers undergo surgery at 16 to become 'Pretty' in a conformist society.",425,"dystopia,beauty,scifi",3.86,"USA",TRUE,"None","Young Adult",TRUE,2024,"978-0689865381" +848,"Pretties","Scott Westerfeld","Dystopian","English",2005,"Simon & Schuster","Tally Youngblood gets her wish to be Pretty, but something is wrong.",370,"dystopia,sequel,scifi",3.84,"USA",TRUE,"None","Young Adult",FALSE,,"978-0689865398" +849,"Specials","Scott Westerfeld","Dystopian","English",2006,"Simon & Schuster","Tally becomes a Special, an elite enforcer for the city.",372,"dystopia,action,finale",3.76,"USA",TRUE,"None","Young Adult",FALSE,,"978-0689865404" +850,"Leviathan","Scott Westerfeld","Steampunk","English",2009,"Simon & Schuster","An alternate WWI fought between Darwinist bio-machines and Clanker mechs.",440,"steampunk,war,history",4.18,"USA",TRUE,"Locus Award","Young Adult",FALSE,,"978-1416971733" +851,"We Were Liars","E. Lockhart","Young Adult","English",2014,"Delacorte","A group of friends spend their summers on a private island, hiding a dark secret.",242,"mystery,twist,summer",3.84,"USA",TRUE,"Goodreads Choice Award","Young Adult",FALSE,,"978-0385741262" +852,"One of Us Is Lying","Karen M. McManus","Mystery","English",2017,"Delacorte","Five students walk into detention, but only four walk out alive.",360,"mystery,high school,crime",4.03,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",TRUE,2021,"978-1524714680" +853,"A Good Girl's Guide to Murder","Holly Jackson","Mystery","English",2019,"Electric Monkey","A high school senior investigates a closed murder case for her final project.",433,"mystery,crime,investigation",4.34,"UK",TRUE,"British Book Award","Young Adult",TRUE,2024,"978-1984896391" +854,"The Inheritance Games","Jennifer Lynn Barnes","Mystery","English",2020,"Little, Brown","A teenager inherits billions from a stranger but must live in his house of puzzles.",376,"mystery,puzzles,wealth",4.22,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-1368052405" +855,"Truly Devious","Maureen Johnson","Mystery","English",2018,"Katherine Tegen","A true-crime aficionado attends a boarding school with a famous unsolved kidnapping.",416,"mystery,boarding school,crime",4.04,"USA",TRUE,"None","Young Adult",FALSE,,"978-0062338051" +856,"Sadie","Courtney Summers","Thriller","English",2018,"Wednesday Books","A girl sets out to find her sister's killer while a podcast tracks her journey.",311,"mystery,podcast,revenge",4.11,"Canada",TRUE,"Edgar Award","Young Adult",FALSE,,"978-1250105714" +857,"Simon vs. the Homo Sapiens Agenda","Becky Albertalli","Romance","English",2015,"Balzer + Bray","A closeted gay teen is blackmailed with his emails.",303,"lgbt,romance,high school",4.23,"USA",TRUE,"William C. Morris Award","Young Adult",TRUE,2018,"978-0062348678" +858,"They Both Die at the End","Adam Silvera","Young Adult","English",2017,"HarperTeen","Two strangers meet on their last day on Earth via an app called Last Friend.",389,"lgbt,death,friendship",3.96,"USA",TRUE,"Goodreads Choice Nominee","Young Adult",FALSE,,"978-0062457790" +859,"Aristotle and Dante Discover the Secrets of the Universe","Benjamin Alire Sáenz","Young Adult","English",2012,"Simon & Schuster","Two Mexican-American boys form a deep bond in 1987 El Paso.",359,"lgbt,coming-of-age,friendship",4.32,"USA",TRUE,"Printz Honor","Young Adult",TRUE,2023,"978-1442408937" +860,"The Things They Carried","Tim O'Brien","War","English",1990,"Houghton Mifflin","A collection of linked short stories about a platoon of American soldiers in Vietnam.",233,"war,history,classic",4.13,"USA",TRUE,"National Book Award Finalist","Adult",FALSE,,"978-0618706419" +861,"Eleanor & Park","Rainbow Rowell","Romance","English",2013,"St. Martin's Press","Two misfits bond over music and comics on the school bus in 1986.",328,"romance,80s,teen",4.01,"USA",TRUE,"Printz Honor","Young Adult",FALSE,,"978-1250012579" +862,"Fangirl","Rainbow Rowell","Young Adult","English",2013,"St. Martin's Press","A fanfiction writer struggles with social anxiety and college life.",433,"fandom,college,romance",4.04,"USA",TRUE,"None","Young Adult",FALSE,,"978-1250030955" +863,"Carry On","Rainbow Rowell","Fantasy","English",2015,"St. Martin's Press","The 'Chosen One' and his vampire roommate navigate magic and romance.",522,"magic,lgbt,satire",4.16,"USA",TRUE,"None","Young Adult",FALSE,,"978-1250049551" +864,"Every Day","David Levithan","Fantasy","English",2012,"Knopf","A spirit wakes up in a different body every day but falls in love with the same girl.",322,"romance,body swap,philosophy",3.92,"USA",TRUE,"None","Young Adult",TRUE,2018,"978-0307931887" +865,"Everything, Everything","Nicola Yoon","Romance","English",2015,"Delacorte","A girl allergic to the world falls for the boy next door.",306,"romance,illness,twist",4.01,"USA",TRUE,"None","Young Adult",TRUE,2017,"978-0553496642" +866,"The Sun Is Also a Star","Nicola Yoon","Romance","English",2016,"Delacorte","Two teens fall in love over the course of a single day in New York City.",384,"romance,fate,immigration",4.03,"USA",TRUE,"National Book Award Finalist","Young Adult",TRUE,2019,"978-0553496680" +867,"Speak","Laurie Halse Anderson","Young Adult","English",1999,"Farrar, Straus & Giroux","A freshman becomes a social outcast after calling the police on a party, hiding a trauma.",197,"trauma,school,classic",4.04,"USA",TRUE,"National Book Award Finalist","Young Adult",TRUE,2004,"978-0312674397" +868,"The House on Mango Street","Sandra Cisneros","Fiction","English",1984,"Arte Público","A young Latina girl grows up in Chicago and dreams of a better life.",110,"classic,coming-of-age,latino",3.67,"USA",TRUE,"American Book Award","Young Adult",FALSE,,"978-0679734772" +869,"Esperanza Rising","Pam Muñoz Ryan","Historical Fiction","English",2000,"Scholastic","A wealthy Mexican girl is forced to flee to California and become a farm worker.",262,"history,immigration,family",4.07,"USA",TRUE,"Pura Belpré Award","Children",FALSE,,"978-0439120425" +870,"The Poet X","Elizabeth Acevedo","Poetry","English",2018,"HarperTeen","A slam poetry novel about a Dominican-American girl finding her voice.",368,"poetry,coming-of-age,latino",4.42,"USA",TRUE,"National Book Award","Young Adult",FALSE,,"978-0062662804" +871,"I'm Glad My Mom Died","Jennette McCurdy","Memoir","English",2022,"Simon & Schuster","A former child star recounts her abusive relationship with her mother.",320,"memoir,hollywood,abuse",4.55,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-1982185824" +872,"Crying in H Mart","Michelle Zauner","Memoir","English",2021,"Knopf","A memoir about grief, food, and growing up Korean American.",239,"memoir,food,grief",4.28,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0525657743" +873,"Know My Name","Chanel Miller","Memoir","English",2019,"Viking","The powerful memoir of the survivor of the Stanford sexual assault case.",384,"memoir,justice,trauma",4.70,"USA",TRUE,"National Book Critics Circle Award","Adult",FALSE,,"978-0735223707" +874,"In the Dream House","Carmen Maria Machado","Memoir","English",2019,"Graywolf Press","A memoir about a domestic abuse relationship told through various narrative tropes.",251,"memoir,lgbt,abuse",4.52,"USA",TRUE,"None","Adult",FALSE,,"978-1644450031" +875,"My Dark Vanessa","Kate Elizabeth Russell","Fiction","English",2020,"William Morrow","A woman re-evaluates her relationship with her high school teacher years later.",373,"trauma,psychology,controversial",3.93,"USA",TRUE,"Goodreads Choice Nominee","Adult",FALSE,,"978-0062941503" +876,"Exciting Times","Naoise Dolan","Fiction","English",2020,"Ecco","A modern love triangle set in Hong Kong involving an Irish expat.",243,"romance,humor,satire",3.32,"Ireland",TRUE,"None","Adult",FALSE,,"978-0062968821" +877,"Luster","Raven Leilani","Fiction","English",2020,"Farrar, Straus & Giroux","A young black woman gets involved in an open marriage.",227,"race,art,satire",3.63,"USA",TRUE,"Kirkus Prize","Adult",FALSE,,"978-0374194321" +878,"Bossypants","Tina Fey","Memoir","English",2011,"Reagan Arthur","A humorous memoir from the SNL and 30 Rock creator.",277,"humor,biography,snl",3.96,"USA",TRUE,"None","Adult",FALSE,,"978-0316056861" +879,"Yes Please","Amy Poehler","Memoir","English",2014,"Dey Street","Stories and advice from the comedian and actress.",329,"humor,biography,feminism",3.83,"USA",TRUE,"None","Adult",FALSE,,"978-0062268341" +880,"Detransition, Baby","Torrey Peters","Fiction","English",2021,"One World","Three women—trans and cis—navigate a complicated pregnancy.",337,"lgbt,relationships,modern",3.96,"USA",TRUE,"Women's Prize Nominee","Adult",FALSE,,"978-0593133378" +881,"Greenlights","Matthew McConaughey","Memoir","English",2020,"Crown","Unconventional wisdom and life lessons from the actor.",304,"memoir,philosophy,hollywood",4.23,"USA",TRUE,"Goodreads Choice Award","Adult",FALSE,,"978-0593139134" +882,"Boyfriend Material","Alexis Hall","Romance","English",2020,"Sourcebooks Casablanca","A fake dating romance between a rock star's son and a barrister.",425,"romance,lgbt,humor",4.09,"UK",TRUE,"None","Adult",FALSE,,"978-1492693072" +883,"A Promised Land","Barack Obama","Memoir","English",2020,"Crown","The first volume of presidential memoirs from Barack Obama.",768,"memoir,politics,history",4.45,"USA",TRUE,"None","Adult",FALSE,,"978-1524763169" +884,"Less Than Zero","Bret Easton Ellis","Fiction","English",1985,"Simon & Schuster","A wealthy college student returns to Los Angeles for winter break.",195,"drugs,80s,nihilism",3.60,"USA",TRUE,"None","Adult",TRUE,1987,"978-0679781493" +885,"Elon Musk","Walter Isaacson","Biography","English",2023,"Simon & Schuster","An intimate story of the controversial innovator.",688,"biography,tech,business",4.20,"USA",TRUE,"None","Adult",FALSE,,"978-1982181284" +886,"Leonardo da Vinci","Walter Isaacson","Biography","English",2017,"Simon & Schuster","A biography of the Renaissance genius connecting his art and science.",600,"biography,art,history",4.24,"USA",TRUE,"None","Adult",FALSE,,"978-1501139154" +887,"The Song of the Lioness: Alanna","Tamora Pierce","Fantasy","English",1983,"Atheneum","A girl disguises herself as a boy to train as a knight.",274,"fantasy,magic,gender",4.27,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442426412" +888,"Homo Deus: A Brief History of Tomorrow","Yuval Noah Harari","History","English",2015,"Harvill Secker","An exploration of the future of humanity.",448,"future,science,philosophy",4.25,"Israel",TRUE,"None","Adult",FALSE,,"978-0062464316" +889,"Wild Magic","Tamora Pierce","Fantasy","English",1992,"Atheneum","Daine has a wild magic that allows her to communicate with animals.",362,"fantasy,animals,magic",4.32,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442435995" +890,"Chrestomanci: Charmed Life","Diana Wynne Jones","Fantasy","English",1977,"Macmillan","Cat Chant is a mediocre wizard overshadowed by his brilliant sister.",256,"magic,classic,kids",4.03,"UK",TRUE,"None","Children",FALSE,,"978-0064472685" +891,"Sabriel","Garth Nix","Fantasy","English",1995,"HarperCollins","A girl must enter the Old Kingdom to rescue her father from death.",491,"magic,necromancy,fantasy",4.16,"Australia",TRUE,"Aurealis Award","Young Adult",FALSE,,"978-0064471831" +892,"Lirael","Garth Nix","Fantasy","English",2001,"HarperCollins","A librarian with no magical sight discovers a destiny in the Old Kingdom.",496,"magic,library,adventure",4.23,"Australia",TRUE,"None","Young Adult",FALSE,,"978-0060005426" +893,"Abhorsen","Garth Nix","Fantasy","English",2003,"HarperCollins","The conclusion to the Old Kingdom trilogy facing the Destroyer.",358,"magic,necromancy,finale",4.26,"Australia",TRUE,"None","Young Adult",FALSE,,"978-0060005440" +894,"Graceling","Kristin Cashore","Fantasy","English",2008,"Harcourt","A girl graced with the skill of killing fights for her freedom.",471,"magic,romance,action",4.06,"USA",TRUE,"None","Young Adult",FALSE,,"978-0152063962" +895,"The Selection","Kiera Cass","Dystopian","English",2012,"HarperTeen","35 girls compete for the heart of a prince in a caste-based society.",336,"romance,dystopia,royalty",4.09,"USA",TRUE,"None","Young Adult",FALSE,,"978-0062059932" +896,"Red Queen","Victoria Aveyard","Fantasy","English",2015,"HarperTeen","A girl with red blood discovers she has the powers of the silver-blooded elite.",383,"fantasy,dystopia,powers",4.01,"USA",TRUE,"Goodreads Choice Award","Young Adult",FALSE,,"978-0062310637" +897,"Shatter Me","Tahereh Mafi","Dystopian","English",2011,"HarperCollins","A girl with a lethal touch is used as a weapon by a totalitarian regime.",338,"dystopia,romance,powers",3.96,"USA",TRUE,"None","Young Adult",FALSE,,"978-0062085504" +898,"Legend","Marie Lu","Dystopian","English",2011,"Putnam","A prodigy and a criminal cross paths in a dystopian America.",305,"dystopia,action,romance",4.16,"USA",TRUE,"None","Young Adult",FALSE,,"978-0399256752" +899,"An Ember in the Ashes","Sabaa Tahir","Fantasy","English",2015,"Razorbill","A slave and a soldier cross paths in a brutal empire inspired by ancient Rome.",446,"fantasy,romance,war",4.26,"USA",TRUE,"None","Young Adult",FALSE,,"978-1595148032" +900,"The Wrath and the Dawn","Renée Ahdieh","Fantasy","English",2015,"Putnam","A retelling of 1001 Nights where a girl volunteers to marry a murderous Caliph.",388,"retelling,romance,magic",4.14,"USA",TRUE,"None","Young Adult",FALSE,,"978-0399171611" +901,"Scythe","Neal Shusterman","Dystopian","English",2016,"Simon & Schuster","In a future where death has been conquered, Scythes are the only ones who can end life.",435,"dystopia,death,scifi",4.33,"USA",TRUE,"Printz Honor","Young Adult",FALSE,,"978-1442472426" +902,"Thunderhead","Neal Shusterman","Dystopian","English",2018,"Simon & Schuster","The Thunderhead cannot interfere in the affairs of the Scythedom, leading to chaos.",504,"dystopia,ai,sequel",4.49,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442472457" +903,"The Toll","Neal Shusterman","Dystopian","English",2019,"Simon & Schuster","The conclusion to the Arc of a Scythe trilogy.",625,"dystopia,finale,epic",4.18,"USA",TRUE,"None","Young Adult",FALSE,,"978-1442472488" +904,"Unwind","Neal Shusterman","Dystopian","English",2007,"Simon & Schuster","Teens can be 'unwound'—having their body parts harvested for others—by parental order.",335,"dystopia,horror,survival",4.17,"USA",TRUE,"None","Young Adult",FALSE,,"978-1416912040" +905,"Horns","Joe Hill","Horror","English",2010,"William Morrow","A man wakes up with horns growing from his head and the power to make people confess their sins.",370,"horror,dark fantasy,revenge",3.92,"USA",TRUE,"None","Adult",TRUE,2013,"978-0061147955" +906,"NOS4A2","Joe Hill","Horror","English",2013,"William Morrow","A woman battles an immortal psychopath who kidnaps children to a place called Christmasland.",692,"horror,christmas,fantasy",3.92,"USA",TRUE,"Bram Stoker Award Nominee","Adult",TRUE,2019,"978-0062200570" +907,"Heart-Shaped Box","Joe Hill","Horror","English",2007,"William Morrow","An aging rock star buys a ghost online, but the spirit wants him dead.",376,"horror,ghosts,music",3.84,"USA",TRUE,"Bram Stoker Award","Adult",FALSE,,"978-0061147931" +908,"The Fireman","Joe Hill","Horror","English",2016,"William Morrow","A plague of spontaneous combustion threatens to burn civilization to the ground.",747,"horror,apocalypse,virus",3.92,"USA",TRUE,"Locus Award","Adult",FALSE,,"978-0062200631" +909,"Odd Thomas","Dean Koontz","Thriller","English",2003,"Bantam","A fry cook who can see the dead tries to prevent a massacre in his town.",399,"horror,mystery,supernatural",4.03,"USA",TRUE,"None","Adult",TRUE,2013,"978-0553584493" +910,"Watchers","Dean Koontz","Thriller","English",1987,"Putnam","A man and a genetically enhanced dog are hunted by a terrifying monster.",404,"horror,scifi,dog",4.17,"USA",TRUE,"None","Adult",TRUE,1988,"978-0425188804" +911,"Intensity","Dean Koontz","Thriller","English",1995,"Knopf","A young woman survives a serial killer's attack and pursues him to save his next victim.",308,"thriller,suspense,psychology",4.07,"USA",TRUE,"None","Adult",TRUE,1997,"978-0345533376" +912,"Phantoms","Dean Koontz","Horror","English",1983,"Putnam","Two sisters return to their hometown to find everyone dead or missing.",448,"horror,mystery,lovecraftian",3.92,"USA",TRUE,"None","Adult",TRUE,1998,"978-0425181102" +913,"Uprooted","Naomi Novik","Fantasy","English",2015,"Del Rey","A young woman is chosen to serve the Dragon, a wizard who protects the valley.",435,"magic,fairytale,romance",4.06,"USA",TRUE,"Nebula Award","Young Adult",FALSE,,"978-0804179034" +914,"Spinning Silver","Naomi Novik","Fantasy","English",2018,"Del Rey","A retelling of Rumpelstiltskin involving a moneylender's daughter and winter fae.",466,"magic,retelling,winter",4.23,"USA",TRUE,"Locus Award","Young Adult",FALSE,,"978-0399180989" +915,"The Bear and the Nightingale","Katherine Arden","Fantasy","English",2017,"Del Rey","A girl in medieval Russia can see folklore spirits that others cannot.",323,"fantasy,russia,history",4.11,"USA",TRUE,"None","Adult",FALSE,,"978-1101885932" +916,"The Girl in the Tower","Katherine Arden","Fantasy","English",2017,"Del Rey","Vasya disguises herself as a boy to travel across Russia.",363,"fantasy,adventure,sequel",4.27,"USA",TRUE,"None","Adult",FALSE,,"978-1101885963" +917,"The Winter of the Witch","Katherine Arden","Fantasy","English",2019,"Del Rey","Vasya must save Russia from both mortal and magical threats.",384,"fantasy,finale,russia",4.39,"USA",TRUE,"None","Adult",FALSE,,"978-1101886021" +918,"The Rosie Project","Graeme Simsion","Romance","English",2013,"Text Publishing","A genetics professor with Asperger's designs a questionnaire to find a wife.",295,"romance,humor,autism",4.00,"Australia",TRUE,"None","Adult",FALSE,,"978-1476729084" +919,"Britt-Marie Was Here","Fredrik Backman","Fiction","English",2014,"Partners in Stories","A nagging woman finds a new life coaching a children's soccer team.",324,"humor,sweden,heartwarming",4.07,"Sweden",TRUE,"None","Adult",TRUE,2019,"978-1501142543" +920,"My Grandmother Asked Me to Tell You She's Sorry","Fredrik Backman","Fiction","English",2013,"Forum","A girl delivers letters of apology from her eccentric grandmother after she dies.",372,"humor,family,sweden",4.02,"Sweden",TRUE,"None","Adult",FALSE,,"978-1501115066" +921,"The 100-Year-Old Man Who Climbed Out the Window and Disappeared","Jonas Jonasson","Satire","English",2009,"Piratförlaget","A centenarian escapes his nursing home and has a Forrest Gump-like adventure.",384,"humor,sweden,history",3.83,"Sweden",TRUE,"None","Adult",TRUE,2013,"978-1401324643" +922,"Are You There God? It's Me, Margaret","Judy Blume","Children's Fiction","English",1970,"Bradbury Press","A sixth-grader navigates puberty, religion, and growing up.",149,"classic,puberty,girls",4.00,"USA",TRUE,"None","Children",TRUE,2023,"978-1481409933" +923,"Tales of a Fourth Grade Nothing","Judy Blume","Children's Fiction","English",1972,"Dutton","Peter deals with his annoying little brother, Fudge.",120,"humor,siblings,classic",4.10,"USA",TRUE,"None","Children",FALSE,,"978-0142408810" +924,"Superfudge","Judy Blume","Children's Fiction","English",1980,"Dutton","The Hatcher family moves to Princeton, and Fudge is still a nuisance.",166,"humor,family,sequel",4.13,"USA",TRUE,"None","Children",FALSE,,"978-0142408803" +925,"Frindle","Andrew Clements","Children's Fiction","English",1996,"Simon & Schuster","A boy decides to invent a new word for 'pen' and starts a revolution.",105,"school,humor,language",4.16,"USA",TRUE,"Christopher Award","Children",FALSE,,"978-0689818769" +926,"Stargirl","Jerry Spinelli","Young Adult","English",2000,"Knopf","A nonconformist girl changes a high school with her ukulele and pet rat.",186,"school,conformity,romance",3.77,"USA",TRUE,"None","Young Adult",TRUE,2020,"978-0375822339" +927,"Maniac Magee","Jerry Spinelli","Children's Fiction","English",1990,"Little, Brown","An orphaned boy becomes a local legend for his athletic feats.",184,"race,legend,sports",3.96,"USA",TRUE,"Newbery Medal","Children",TRUE,2003,"978-0316809061" +928,"Because of Winn-Dixie","Kate DiCamillo","Children's Fiction","English",2000,"Candlewick","A girl adopts a dog she found in a grocery store.",182,"dog,friendship,south",4.06,"USA",TRUE,"Newbery Honor","Children",TRUE,2005,"978-0763680862" +929,"The Tale of Despereaux","Kate DiCamillo","Children's Fiction","English",2003,"Candlewick","A mouse falls in love with a princess and goes on a quest.",267,"fantasy,mouse,classic",3.98,"USA",TRUE,"Newbery Medal","Children",TRUE,2008,"978-0763680893" +930,"Shiloh","Phyllis Reynolds Naylor","Children's Fiction","English",1991,"Atheneum","A boy tries to save an abused beagle from its owner.",144,"dog,ethics,classic",4.09,"USA",TRUE,"Newbery Medal","Children",TRUE,1996,"978-0689835827" +931,"From the Mixed-Up Files of Mrs. Basil E. Frankweiler","E.L. Konigsburg","Children's Fiction","English",1967,"Atheneum","Two children run away and live in the Metropolitan Museum of Art.",168,"adventure,museum,classic",4.17,"USA",TRUE,"Newbery Medal","Children",TRUE,1973,"978-0689711819" +932,"The Terror","Dan Simmons","Horror","English",2007,"Little, Brown","A fictionalized account of Captain Franklin's lost expedition to the Arctic.",769,"horror,history,survival",4.05,"USA",TRUE,"None","Adult",TRUE,2018,"978-0316017459" +933,"The Ruins","Scott Smith","Horror","English",2006,"Knopf","Tourists in Mexico become trapped on a vine-covered hill with something evil.",319,"horror,survival,nature",3.63,"USA",TRUE,"None","Adult",TRUE,2008,"978-0307390271" +934,"A Simple Plan","Scott Smith","Thriller","English",1993,"Knopf","Three men find a crashed plane with millions of dollars and decide to keep it.",335,"crime,greed,tragedy",4.04,"USA",TRUE,"None","Adult",TRUE,1998,"978-0307275738" +935,"Q & A","Vikas Swarup","Fiction","English",2005,"Doubleday","A waiter wins a game show, but is accused of cheating.",318,"india,game show,drama",4.02,"India",TRUE,"Boeke Prize","Adult",TRUE,2008,"978-0743267489" +936,"Mao's Last Dancer","Li Cunxin","Memoir","English",2003,"Viking","A peasant boy from rural China becomes a world-renowned ballet dancer.",446,"memoir,dance,china",4.11,"China",TRUE,"None","Adult",TRUE,2009,"978-0425201336" +939,"Airframe","Michael Crichton","Thriller","English",1996,"Knopf","An investigation into a mysterious incident on a commercial airliner.",352,"aviation,mystery,tech",3.72,"USA",TRUE,"None","Adult",FALSE,,"978-0345402875" +940,"Prey","Michael Crichton","Sci-Fi","English",2002,"HarperCollins","Nanotechnology swarms escape a lab and begin hunting humans.",367,"scifi,nano,horror",3.73,"USA",TRUE,"None","Adult",FALSE,,"978-0061015724" +941,"State of Fear","Michael Crichton","Thriller","English",2004,"HarperCollins","Eco-terrorists engineer natural disasters to publicize global warming.",603,"action,controversial,tech",3.62,"USA",TRUE,"None","Adult",FALSE,,"978-0061015731" +942,"The Client","John Grisham","Thriller","English",1993,"Doubleday","A young boy accidentally witnesses a suicide and learns a deadly secret.",422,"legal,crime,mafia",4.00,"USA",TRUE,"None","Adult",TRUE,1994,"978-0385424714" +943,"The Runaway Jury","John Grisham","Thriller","English",1996,"Doubleday","A jury consultant manipulates a high-stakes trial against a tobacco company.",413,"legal,jury,manipulation",4.04,"USA",TRUE,"None","Adult",TRUE,2003,"978-0385472943" +944,"The Rainmaker","John Grisham","Thriller","English",1995,"Doubleday","A young lawyer takes on a corrupt insurance company.",434,"legal,underdog,courtroom",4.03,"USA",TRUE,"None","Adult",TRUE,1997,"978-0385424738" +945,"Gerald's Game","Stephen King","Horror","English",1992,"Viking","A woman is left handcuffed to a bed in a remote cabin after her husband dies.",332,"horror,isolation,psychology",3.51,"USA",TRUE,"None","Adult",TRUE,2017,"978-1501143854" +946,"Dolores Claiborne","Stephen King","Thriller","English",1992,"Viking","A woman confesses to killing her husband thirty years ago.",305,"thriller,monologue,drama",4.02,"USA",TRUE,"None","Adult",TRUE,1995,"978-1501143809" +947,"Duma Key","Stephen King","Horror","English",2008,"Scribner","An artist moves to a Florida key and discovers his paintings can alter reality.",607,"horror,art,florida",4.03,"USA",TRUE,"Bram Stoker Award","Adult",FALSE,,"978-1416552512" +948,"Joyland","Stephen King","Mystery","English",2013,"Hard Case Crime","A college student works at a carnival where a ghost is rumored to haunt the horror ride.",283,"mystery,carnival,coming-of-age",4.08,"USA",TRUE,"None","Adult",FALSE,,"978-1781162644" +949,"Revival","Stephen King","Horror","English",2014,"Scribner","A preacher obsessed with electricity conducts experiments on the afterlife.",405,"horror,lovecraftian,religion",3.77,"USA",TRUE,"None","Adult",FALSE,,"978-1476770383" +950,"Gone","Michael Grant","Sci-Fi","English",2008,"HarperTeen","Everyone over the age of 15 disappears from a small town in California.",560,"dystopia,powers,lord of the flies",3.88,"USA",TRUE,"None","Young Adult",FALSE,,"978-0061448768" +951,"The Clan of the Cave Bear","Jean M. Auel","Historical Fiction","English",1980,"Crown","A prehistoric girl is raised by a group of Neanderthals.",468,"history,prehistoric,survival",4.08,"USA",TRUE,"None","Adult",TRUE,1986,"978-0553250428" +952,"The Valley of Horses","Jean M. Auel","Historical Fiction","English",1982,"Crown","Ayla leaves the Clan and survives alone until she meets others like her.",502,"history,romance,adventure",4.06,"USA",TRUE,"None","Adult",FALSE,,"978-0553250534" +953,"Roots: The Saga of an American Family","Alex Haley","Historical Fiction","English",1976,"Doubleday","A saga tracing the author's lineage back to an African kidnapped into slavery.",888,"history,slavery,family",4.45,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,1977,"978-0306824852" +954,"Sophie's Choice","William Styron","Historical Fiction","English",1979,"Random House","A young writer befriends a Holocaust survivor and her lover in Brooklyn.",515,"holocaust,tragedy,romance",4.11,"USA",TRUE,"National Book Award","Adult",TRUE,1982,"978-0679736370" +955,"The Cider House Rules","John Irving","Fiction","English",1985,"William Morrow","An orphan raised by a doctor who performs illegal abortions sets out to see the world.",560,"morality,medicine,classic",4.14,"USA",TRUE,"None","Adult",TRUE,1999,"978-0345387660" +956,"The Bonfire of the Vanities","Tom Wolfe","Satire","English",1987,"Farrar, Straus & Giroux","A Wall Street bond trader's life unravels after a wrong turn in the Bronx.",690,"new york,satire,80s",3.76,"USA",TRUE,"None","Adult",TRUE,1990,"978-0312427573" +957,"A Man in Full","Tom Wolfe","Satire","English",1998,"Farrar, Straus & Giroux","A real estate mogul in Atlanta faces bankruptcy and racial tensions.",742,"business,south,satire",3.89,"USA",TRUE,"None","Adult",FALSE,,"978-0374270322" +958,"American Pastoral","Philip Roth","Fiction","English",1997,"Houghton Mifflin","A successful businessman's life is destroyed by his daughter's political radicalism.",423,"politics,tragedy,family",3.94,"USA",TRUE,"Pulitzer Prize","Adult",TRUE,2016,"978-0375701320" +959,"The Human Stain","Philip Roth","Fiction","English",2000,"Houghton Mifflin","A professor is accused of racism, hiding a secret about his own identity.",361,"identity,race,scandal",3.85,"USA",TRUE,"PEN/Faulkner Award","Adult",TRUE,2003,"978-0375726347" +960,"Rabbit, Run","John Updike","Fiction","English",1960,"Knopf","A former high school basketball star flees his stifling marriage and job.",255,"classic,dissatisfaction,men",3.76,"USA",TRUE,"None","Adult",TRUE,1970,"978-0449911655" +961,"All the Pretty Horses","Cormac McCarthy","Western","English",1992,"Knopf","A young cowboy travels to Mexico and finds romance and tragedy.",302,"western,romance,coming-of-age",4.03,"USA",TRUE,"National Book Award","Adult",TRUE,2000,"978-0679744399" +962,"The Crossing","Cormac McCarthy","Western","English",1994,"Knopf","A boy attempts to return a trapped wolf to the mountains of Mexico.",426,"western,nature,tragedy",4.11,"USA",TRUE,"None","Adult",FALSE,,"978-0679760849" +963,"Childhood's End","Arthur C. Clarke","Sci-Fi","English",1953,"Ballantine","Alien overlords arrive to bring peace to Earth, but at a cost to humanity's future.",212,"aliens,utopia,classic",4.10,"UK",TRUE,"None","Adult",TRUE,2015,"978-0345347954" +964,"The City and the Stars","Arthur C. Clarke","Sci-Fi","English",1956,"Harcourt","A man in a utopian city of the far future seeks to discover the outside world.",255,"future,utopia,exploration",4.11,"UK",TRUE,"None","Adult",FALSE,,"978-0151180233" +965,"The Day of the Triffids","John Wyndham","Sci-Fi","English",1951,"Michael Joseph","Mobile, carnivorous plants take over the world after a meteor shower blinds humanity.",228,"apocalypse,plants,horror",4.04,"UK",TRUE,"None","Adult",TRUE,1962,"978-0812967128" +966,"The Midwich Cuckoos","John Wyndham","Sci-Fi","English",1957,"Michael Joseph","All women in a village give birth to strange, telepathic children at the same time.",220,"aliens,horror,children",3.95,"UK",TRUE,"None","Adult",TRUE,1960,"978-0140014402" +967,"Flowers in the Attic","V.C. Andrews","Gothic","English",1979,"Simon & Schuster","Four siblings are locked in an attic by their mother and grandmother.",412,"family,secrets,abuse",3.84,"USA",TRUE,"None","Adult",TRUE,1987,"978-0671729417" +968,"Petals on the Wind","V.C. Andrews","Gothic","English",1980,"Pocket Books","The siblings escape the attic and seek revenge on their mother.",448,"revenge,romance,drama",3.76,"USA",TRUE,"None","Adult",TRUE,2014,"978-0671729479" +969,"The Princess Diaries","Meg Cabot","Young Adult","English",2000,"HarperCollins","A teenager discovers she is the heir to the throne of Genovia.",283,"royalty,diary,humor",3.79,"USA",TRUE,"None","Young Adult",TRUE,2001,"978-0061479939" +970,"Ella Enchanted","Gail Carson Levine","Fantasy","English",1997,"HarperCollins","A girl cursed with obedience tries to break the spell and find love.",232,"fairytale,retelling,romance",3.98,"USA",TRUE,"Newbery Honor","Children",TRUE,2004,"978-0064407052" +971,"The Sisterhood of the Traveling Pants","Ann Brashares","Young Adult","English",2001,"Delacorte","Four best friends share a pair of jeans that fits them all perfectly over a summer.",294,"friendship,summer,growing up",3.78,"USA",TRUE,"None","Young Adult",TRUE,2005,"978-0385730585" +972,"Gossip Girl","Cecily von Ziegesar","Young Adult","English",2002,"Little, Brown","The scandalous lives of Manhattan's elite teenagers.",224,"rich,scandal,new york",3.60,"USA",TRUE,"None","Young Adult",TRUE,2007,"978-0316910332" +973,"Pretty Little Liars","Sara Shepard","Young Adult","English",2006,"HarperTeen","Four friends are tormented by an anonymous stalker after their leader disappears.",286,"mystery,secrets,scandal",3.85,"USA",TRUE,"None","Young Adult",TRUE,2010,"978-0060887308" +974,"Vampire Academy","Richelle Mead","Fantasy","English",2007,"Razorbill","A dhampir guards her Moroi princess best friend at a school for vampires.",332,"vampires,romance,school",4.12,"USA",TRUE,"None","Young Adult",TRUE,2014,"978-1595141743" +975,"Fallen","Lauren Kate","Fantasy","English",2009,"Delacorte","A girl falls in love with a fallen angel at a reform school.",452,"angels,romance,gothic",3.68,"USA",TRUE,"None","Young Adult",TRUE,2016,"978-0385739137" +976,"Beautiful Creatures","Kami Garcia","Fantasy","English",2009,"Little, Brown","A boy uncovers the magical secrets of a new girl in his southern town.",563,"magic,romance,south",3.75,"USA",TRUE,"None","Young Adult",TRUE,2013,"978-0316042673" +977,"Blue Bloods","Melissa de la Cruz","Fantasy","English",2006,"Disney-Hyperion","The vampires of New York are the wealthy social elite.",302,"vampires,fashion,mystery",3.67,"USA",TRUE,"None","Young Adult",FALSE,,"978-0786838929" +978,"City of Glass","Cassandra Clare","Fantasy","English",2009,"Margaret K. McElderry","Clary travels to the City of Glass to save her mother.",541,"fantasy,action,romance",4.32,"USA",TRUE,"None","Young Adult",FALSE,,"978-1416914303" +979,"Clockwork Angel","Cassandra Clare","Fantasy","English",2010,"Margaret K. McElderry","A prequel series to The Mortal Instruments set in Victorian London.",479,"steampunk,magic,romance",4.32,"USA",TRUE,"None","Young Adult",FALSE,,"978-1416975861" +980,"The Host","Stephenie Meyer","Sci-Fi","English",2008,"Little, Brown","Earth has been invaded by parasitic aliens, but one human host refuses to fade away.",619,"aliens,romance,identity",3.84,"USA",TRUE,"None","Adult",TRUE,2013,"978-0316068048" +981,"Rich People Problems","Kevin Kwan","Satire","English",2017,"Doubleday","The Shang-Su clan fights over the fortune of their dying matriarch.",398,"wealth,asia,satire",3.96,"Singapore",TRUE,"None","Adult",FALSE,,"978-0385542234" +982,"Sex and the City","Candace Bushnell","Romance","English",1996,"Atlantic Monthly","A collection of essays about dating and sex in New York City.",256,"dating,new york,columns",3.45,"USA",TRUE,"None","Adult",TRUE,1998,"978-0446673549" +983,"Lipstick Jungle","Candace Bushnell","Romance","English",2005,"Hyperion","Three powerful women in New York navigate careers and relationships.",368,"business,women,romance",3.38,"USA",TRUE,"None","Adult",TRUE,2008,"978-0786868193" +984,"In Her Shoes","Jennifer Weiner","Fiction","English",2002,"Atria","Two sisters with nothing in common but their shoe size learn to get along.",386,"sisters,family,humor",3.88,"USA",TRUE,"None","Adult",TRUE,2005,"978-0743418171" +985,"Something Borrowed","Emily Giffin","Romance","English",2004,"St. Martin's Press","A woman sleeps with her best friend's fiancé before their wedding.",322,"romance,friendship,drama",3.84,"USA",TRUE,"None","Adult",TRUE,2011,"978-0312321192" +986,"The Last Song","Nicholas Sparks","Romance","English",2009,"Grand Central","A rebellious teen reconnects with her father through music.",390,"romance,music,family",4.14,"USA",TRUE,"None","Young Adult",TRUE,2010,"978-0446547567" +987,"Safe Haven","Nicholas Sparks","Romance","English",2010,"Grand Central","A woman with a mysterious past arrives in a small North Carolina town.",340,"romance,mystery,suspense",4.18,"USA",TRUE,"None","Adult",TRUE,2013,"978-0446547598" +988,"Message in a Bottle","Nicholas Sparks","Romance","English",1998,"Warner Books","A woman finds a romantic letter in a bottle and tracks down the author.",322,"romance,grief,letters",3.96,"USA",TRUE,"None","Adult",TRUE,1999,"978-0446606813" +989,"Nights in Rodanthe","Nicholas Sparks","Romance","English",2002,"Warner Books","Two strangers find comfort in each other during a storm in a coastal inn.",224,"romance,storm,second chance",3.85,"USA",TRUE,"None","Adult",TRUE,2008,"978-0446692656" +990,"A Bear Called Paddington","Michael Bond","Children's Fiction","English",1958,"Collins","A bear from Darkest Peru arrives at Paddington Station.",128,"animals,classic,humor",4.26,"UK",TRUE,"None","Children",TRUE,2014,"978-0062312181" +991,"The Borrowers","Mary Norton","Children's Fiction","English",1952,"Dent","Tiny people live under the floorboards and borrow things from humans.",180,"fantasy,classic,miniature",4.03,"UK",TRUE,"Carnegie Medal","Children",TRUE,1997,"978-0152047375" +992,"Chitty Chitty Bang Bang","Ian Fleming","Children's Fiction","English",1964,"Jonathan Cape","An eccentric inventor restores a magical flying car.",114,"cars,adventure,classic",3.70,"UK",TRUE,"None","Children",TRUE,1968,"978-0064409445" +993,"The Hundred and One Dalmatians","Dodie Smith","Children's Fiction","English",1956,"Heinemann","Dalmatian parents set out to rescue their puppies from Cruella de Vil.",199,"dogs,adventure,villain",4.09,"UK",TRUE,"None","Children",TRUE,1961,"978-0140340348" +994,"Bambi, a Life in the Woods","Felix Salten","Children's Fiction","German",1923,"Ullstein","The life of a roe deer growing up in the forest.",293,"animals,nature,classic",3.92,"Austria",TRUE,"None","Children",TRUE,1942,"978-1442467453" +995,"The Fox and the Hound","Daniel P. Mannix","Children's Fiction","English",1967,"Dutton","The lives of a red fox and a bloodhound who are natural enemies.",255,"animals,nature,tragedy",4.08,"USA",TRUE,"None","Children",TRUE,1981,"978-0765330383" +996,"The Mouse and the Motorcycle","Beverly Cleary","Children's Fiction","English",1965,"William Morrow","A mouse named Ralph befriends a boy and rides his toy motorcycle.",158,"animals,humor,classic",4.11,"USA",TRUE,"None","Children",TRUE,1986,"978-0380709243" +997,"Ramona Quimby, Age 8","Beverly Cleary","Children's Fiction","English",1981,"William Morrow","Ramona deals with a new school and family changes.",190,"school,family,humor",4.07,"USA",TRUE,"Newbery Honor","Children",TRUE,1988,"978-0380709564" +998,"Dear Mr. Henshaw","Beverly Cleary","Children's Fiction","English",1983,"William Morrow","A boy writes letters to his favorite author as he deals with his parents' divorce.",134,"letters,family,growing up",3.98,"USA",TRUE,"Newbery Medal","Children",FALSE,,"978-0380709588" +999,"Walk Two Moons","Sharon Creech","Children's Fiction","English",1994,"HarperCollins","A girl travels across the country with her grandparents to find her mother.",280,"road trip,family,grief",3.98,"USA",TRUE,"Newbery Medal","Children",FALSE,,"978-0064405171" +1000,"Where the Red Fern Grows","Wilson Rawls","Children's Fiction","English",1961,"Doubleday","A boy buys two hunting dogs and trains them in the Ozarks.",212,"dogs,tragedy,classic",4.10,"USA",TRUE,"None","Children",TRUE,1974,"978-0440412670" +1001,Angels & Demons,Dan Brown,Mystery-Thriller,English,2000,Pocket Books,"Harvard symbologist Robert Langdon races against time to stop a secret society’s plot against the Vatican.",768,"thriller,mystery,conspiracy",3.9,"US",TRUE,,"Adult",TRUE,2009,"978-0552160896" +1003,A Painted House,John Grisham,Drama,English,1999,Random House,"A young boy and his family navigate hardship and social tensions on a cotton farm in 1950s Arkansas.",416,"drama,coming-of-age,rural",3.6,"US",FALSE,,"Adult",FALSE,,"978-0679452260" diff --git a/Homework3/jiazuo/src/App.tsx b/Homework3/jiazuo/src/App.tsx new file mode 100644 index 0000000..ab26c2e --- /dev/null +++ b/Homework3/jiazuo/src/App.tsx @@ -0,0 +1,131 @@ +import { useEffect, useState, useMemo } from 'react'; +import * as d3 from 'd3'; +import BarChart from './components/BarChart'; +import ScatterPlot from './components/ScatterPlot'; +import SankeyDiagram from './components/SankeyDiagram'; +import Box from '@mui/material/Box'; +import Paper from '@mui/material/Paper'; +import { createTheme, ThemeProvider } from '@mui/material/styles'; +import { grey, blue } from '@mui/material/colors'; +import { BookData } from './types'; +import { loadBookData, getTopGenres, getRatingTier } from './utils/dataLoader'; + +const theme = createTheme({ + palette: { + primary: { main: blue[700] }, + secondary: { main: grey[700] }, + }, +}); + +function Layout() { + const [allBooks, setAllBooks] = useState([]); + const [selectedGenre, setSelectedGenre] = useState(null); + const [brushedIds, setBrushedIds] = useState>(new Set()); + const [selectedSankeyNode, setSelectedSankeyNode] = useState(null); + + useEffect(() => { + loadBookData().then(setAllBooks); + }, []); + + const topGenres = useMemo(() => getTopGenres(allBooks, 8), [allBooks]); + + const genreColorScale = useMemo(() => + d3.scaleOrdinal() + .domain([...topGenres, 'Others']) + .range([...d3.schemeSet2, '#ccc']), + [topGenres] + ); + + const handleGenreSelect = (genre: string | null) => { + setSelectedGenre(genre); + setBrushedIds(new Set()); + setSelectedSankeyNode(null); + }; + + const handleBrushChange = (ids: Set) => { + setBrushedIds(ids); + setSelectedSankeyNode(null); + }; + + const handleNodeSelect = (nodeId: string | null) => { + setSelectedSankeyNode(nodeId); + setBrushedIds(new Set()); + }; + + const sankeyHighlightIds: Set = useMemo(() => { + if (!selectedSankeyNode) return new Set(); + const result = new Set(); + allBooks.forEach(b => { + const genre = topGenres.includes(b.genre) ? b.genre : 'Others'; + const genreId = `g_${genre}`; + const ratingId = `r_${getRatingTier(b.rating_average)}`; + const movieId = `m_${b.adapted_to_movie ? 'Adapted to Movie' : 'Not Adapted'}`; + if ([genreId, ratingId, movieId].includes(selectedSankeyNode)) { + result.add(b.id); + } + }); + return result; + }, [selectedSankeyNode, allBooks, topGenres]); + + const scatterHighlightIds = brushedIds.size > 0 ? brushedIds : sankeyHighlightIds; + + return ( + + + + + + + + + + + + + + + + + + + + ); +} + +export default function App() { + return ( + + + + ); +} \ No newline at end of file diff --git a/Homework3/jiazuo/src/components/BarChart.tsx b/Homework3/jiazuo/src/components/BarChart.tsx new file mode 100644 index 0000000..89daac1 --- /dev/null +++ b/Homework3/jiazuo/src/components/BarChart.tsx @@ -0,0 +1,200 @@ +import { useEffect, useRef, useState } from 'react'; +import * as d3 from 'd3'; +import { useResizeObserver, useDebounceCallback } from 'usehooks-ts'; +import { ComponentSize, Margin, BarChartProps } from '../types'; +import { aggregateByGenre } from '../utils/dataLoader'; + +export default function BarChart({ allBooks, selectedGenre, onGenreSelect, topGenres, genreColorScale }: BarChartProps) { + const chartRef = useRef(null); + const [size, setSize] = useState({ width: 0, height: 0 }); + const margin: Margin = { top: 45, right: 35, bottom: 70, left: 55 }; + + const onResize = useDebounceCallback((size: ComponentSize) => setSize(size), 200); + useResizeObserver({ ref: chartRef, onResize }); + + useEffect(() => { + if (allBooks.length === 0 || size.width === 0 || size.height === 0) return; + drawChart(); + }, [allBooks, size, selectedGenre, topGenres]); + + function drawChart() { + d3.select('#bar-svg').selectAll('*').remove(); + + const svg = d3.select('#bar-svg'); + const width = size.width - margin.left - margin.right; + const height = size.height - margin.top - margin.bottom; + const g = svg.append('g').attr('transform', `translate(${margin.left},${margin.top})`); + + const allGenreData = aggregateByGenre(allBooks); + const genreData = allGenreData + .filter(d => topGenres.includes(d.genre)) + .sort((a, b) => b.count - a.count); + + const xScale = d3.scaleBand() + .domain(genreData.map(d => d.genre)) + .range([0, width]) + .padding(0.25); + + const yScaleCount = d3.scaleLinear() + .domain([0, d3.max(genreData, d => d.count) || 1]) + .range([height, 0]) + .nice(); + + const yScaleRating = d3.scaleLinear() + .domain([3.5, 4.5]) + .range([height, 0]) + .nice(); + + g.append('g') + .attr('class', 'grid') + .attr('opacity', 0.08) + .call(d3.axisLeft(yScaleCount).tickSize(-width).tickFormat(() => '')); + + g.append('g') + .attr('transform', `translate(0,${height})`) + .call(d3.axisBottom(xScale)) + .selectAll('text') + .attr('transform', 'rotate(-30)') + .style('text-anchor', 'end') + .style('font-size', '10px'); + + g.append('g') + .call(d3.axisLeft(yScaleCount).ticks(5)) + .selectAll('text').style('font-size', '10px'); + + g.append('g') + .attr('transform', `translate(${width}, 0)`) + .call(d3.axisRight(yScaleRating).ticks(5).tickFormat(d => `${d}`)) + .selectAll('text').style('font-size', '10px'); + + g.append('text') + .attr('transform', 'rotate(-90)') + .attr('x', -height / 2).attr('y', -40) + .style('text-anchor', 'middle').style('font-size', '11px').style('font-weight', 'bold') + .text('Book Count'); + + g.append('text') + .attr('transform', 'rotate(90)') + .attr('x', height / 2).attr('y', -(width + 48)) + .style('text-anchor', 'middle').style('font-size', '11px').style('font-weight', 'bold') + .text('Avg Rating'); + + const tooltip = d3.select('body').select('.bar-tooltip').empty() + ? d3.select('body').append('div').attr('class', 'bar-tooltip') + : d3.select('body').select('.bar-tooltip'); + + tooltip + .style('position', 'absolute').style('visibility', 'hidden') + .style('background-color', 'white').style('border', '1px solid #ddd') + .style('border-radius', '4px').style('padding', '8px') + .style('font-size', '11px').style('pointer-events', 'none') + .style('z-index', '1000').style('box-shadow', '0 2px 4px rgba(0,0,0,0.15)'); + + g.selectAll('.bar') + .data(genreData) + .join( + enter => enter.append('rect') + .attr('class', 'bar') + .attr('x', d => xScale(d.genre)!) + .attr('width', xScale.bandwidth()) + .attr('y', height) + .attr('height', 0) + .attr('rx', 3) + .call(enter => enter.transition().duration(500).ease(d3.easeCubicOut) + .attr('y', d => yScaleCount(d.count)) + .attr('height', d => height - yScaleCount(d.count)) + ), + update => update + .call(update => update.transition().duration(400) + .attr('y', d => yScaleCount(d.count)) + .attr('height', d => height - yScaleCount(d.count)) + ) + ) + .attr('fill', d => genreColorScale(d.genre)) + .attr('opacity', d => { + if (!selectedGenre) return 0.85; + return d.genre === selectedGenre ? 1.0 : 0.25; + }) + .attr('stroke', d => d.genre === selectedGenre ? '#333' : 'none') + .attr('stroke-width', 2) + .style('cursor', 'pointer') + .on('mouseover', function (event, d) { + if (d.genre !== selectedGenre) { + d3.select(this).transition().duration(150).attr('opacity', 0.95); + } + tooltip.style('visibility', 'visible').html( + `${d.genre}
Books: ${d.count}
Avg Rating: ${d.avgRating.toFixed(2)}
Click to filter` + ); + }) + .on('mousemove', function (event) { + tooltip.style('top', (event.pageY - 10) + 'px').style('left', (event.pageX + 10) + 'px'); + }) + .on('mouseout', function (event, d) { + const op = !selectedGenre ? 0.85 : d.genre === selectedGenre ? 1.0 : 0.25; + d3.select(this).transition().duration(150).attr('opacity', op); + tooltip.style('visibility', 'hidden'); + }) + .on('click', function (event, d) { + onGenreSelect(d.genre === selectedGenre ? null : d.genre); + }); + + const line = d3.line() + .x(d => xScale(d.genre)! + xScale.bandwidth() / 2) + .y(d => yScaleRating(d.avgRating)) + .curve(d3.curveMonotoneX); + + g.append('path') + .datum(genreData) + .attr('fill', 'none') + .attr('stroke', '#555') + .attr('stroke-width', 1.5) + .attr('stroke-dasharray', '4,3') + .attr('opacity', 0.7) + .attr('d', line); + + g.selectAll('.dot') + .data(genreData) + .join('circle') + .attr('class', 'dot') + .attr('cx', d => xScale(d.genre)! + xScale.bandwidth() / 2) + .attr('cy', d => yScaleRating(d.avgRating)) + .attr('r', 4) + .attr('fill', '#555') + .attr('opacity', 0.8) + .style('pointer-events', 'none'); + + const legendG = svg.append('g').attr('transform', `translate(${margin.left}, ${margin.top - 18})`); + + legendG.append('rect').attr('x', 0).attr('y', -8).attr('width', 14).attr('height', 14) + .attr('fill', '#aaa').attr('opacity', 0.85).attr('rx', 2); + legendG.append('text').attr('x', 18).attr('y', 4) + .style('font-size', '10px').text('Book Count (bars)'); + + legendG.append('line').attr('x1', 120).attr('y1', 0).attr('x2', 134).attr('y2', 0) + .attr('stroke', '#555').attr('stroke-width', 1.5).attr('stroke-dasharray', '4,3'); + legendG.append('circle').attr('cx', 127).attr('cy', 0).attr('r', 3).attr('fill', '#555'); + legendG.append('text').attr('x', 138).attr('y', 4) + .style('font-size', '10px').text('Avg Rating (line)'); + + if (selectedGenre) { + legendG.append('text') + .attr('x', width - 10).attr('y', 4) + .style('text-anchor', 'end').style('font-size', '10px').style('fill', '#e65100') + .text(`Selected: ${selectedGenre} — click again to deselect`); + } + + svg.append('text').attr('x', size.width / 2).attr('y', 22) + .style('text-anchor', 'middle').style('font-size', '15px').style('font-weight', 'bold') + .text('Book Count & Average Rating by Genre'); + + svg.append('text').attr('x', size.width / 2).attr('y', 36) + .style('text-anchor', 'middle').style('font-size', '10px').style('fill', '#888') + .text('Click a bar to drill down into the genre'); + } + + return ( +
+ +
+ ); +} \ No newline at end of file diff --git a/Homework3/jiazuo/src/components/SankeyDiagram.tsx b/Homework3/jiazuo/src/components/SankeyDiagram.tsx new file mode 100644 index 0000000..2341d7b --- /dev/null +++ b/Homework3/jiazuo/src/components/SankeyDiagram.tsx @@ -0,0 +1,199 @@ +import { useEffect, useRef, useState } from 'react'; +import * as d3 from 'd3'; +import { sankey, sankeyLinkHorizontal } from 'd3-sankey'; +import { useResizeObserver, useDebounceCallback } from 'usehooks-ts'; +import { ComponentSize, Margin, SankeyDiagramProps } from '../types'; +import { prepareSankeyData, getRatingTier } from '../utils/dataLoader'; + +export default function SankeyDiagram({ allBooks, selectedGenre, brushedIds, selectedSankeyNode, onNodeSelect, topGenres, genreColorScale }: SankeyDiagramProps) { + const chartRef = useRef(null); + const [size, setSize] = useState({ width: 0, height: 0 }); + const margin: Margin = { top: 55, right: 100, bottom: 25, left: 100 }; + + const onResize = useDebounceCallback((size: ComponentSize) => setSize(size), 200); + useResizeObserver({ ref: chartRef, onResize }); + + const filteredBooks = allBooks.filter(b => { + if (selectedGenre && b.genre !== selectedGenre) return false; + return true; + }); + + const sankeyData = prepareSankeyData(filteredBooks, topGenres); + + useEffect(() => { + if (allBooks.length === 0 || size.width === 0 || size.height === 0) return; + drawSankey(); + }, [sankeyData, size, brushedIds, selectedSankeyNode]); + + function drawSankey() { + d3.select('#sankey-svg').selectAll('*').remove(); + + const svg = d3.select('#sankey-svg'); + const width = size.width - margin.left - margin.right; + const height = size.height - margin.top - margin.bottom; + const g = svg.append('g').attr('transform', `translate(${margin.left},${margin.top})`); + + const ratingTierOrder = ['Acclaimed (4.5+)', 'Highly Rated (4.0-4.5)', 'Well Rated (3.5-4.0)', 'Average (< 3.5)']; + const ratingColors = ['#1a6b3c', '#4caf7d', '#a8d5b5', '#d4edda']; + const colorMap = new Map(); + + topGenres.forEach(g => colorMap.set(g, genreColorScale(g))); + colorMap.set('Others', '#ccc'); + ratingTierOrder.forEach((tier, i) => colorMap.set(tier, ratingColors[i])); + colorMap.set('Adapted to Movie', '#e65100'); + colorMap.set('Not Adapted', '#bdbdbd'); + + const sankeyGen = sankey() + .nodeId(d => d.id) + .nodeWidth(20) + .nodePadding(12) + .extent([[0, 0], [width, height]]); + + const graph = { + nodes: sankeyData.nodes.map(d => ({ ...d })), + links: sankeyData.links.map(d => ({ ...d })) + }; + + const { nodes, links } = sankeyGen(graph); + + const hasBrushed = brushedIds.size > 0; + const hasNodeSelect = !!selectedSankeyNode; + + const brushedNodeIds = new Set(); + if (hasBrushed) { + filteredBooks.forEach(b => { + if (!brushedIds.has(b.id)) return; + const genre = topGenres.includes(b.genre) ? b.genre : 'Others'; + brushedNodeIds.add(`g_${genre}`); + brushedNodeIds.add(`r_${getRatingTier(b.rating_average)}`); + brushedNodeIds.add(`m_${b.adapted_to_movie ? 'Adapted to Movie' : 'Not Adapted'}`); + }); + } + + const getNodeOpacity = (nodeId: string) => { + if (hasBrushed) return brushedNodeIds.has(nodeId) ? 1.0 : 0.15; + if (hasNodeSelect) return nodeId === selectedSankeyNode ? 1.0 : 0.25; + return 1.0; + }; + + const getLinkOpacity = (link: any) => { + const srcId = link.source.id; + const tgtId = link.target.id; + if (hasBrushed) return (brushedNodeIds.has(srcId) && brushedNodeIds.has(tgtId)) ? 0.75 : 0.05; + if (hasNodeSelect) return (srcId === selectedSankeyNode || tgtId === selectedSankeyNode) ? 0.75 : 0.05; + return 0.45; + }; + + g.append('g') + .selectAll('path') + .data(links) + .join('path') + .attr('d', sankeyLinkHorizontal()) + .attr('stroke', (d: any) => colorMap.get(d.source.name) || '#ccc') + .attr('stroke-width', (d: any) => Math.max(1, d.width)) + .attr('fill', 'none') + .attr('opacity', 0) + .transition().duration(450) + .attr('opacity', (d: any) => getLinkOpacity(d)) + .selection() + .on('mouseover', function (event, d: any) { + d3.select(this).attr('opacity', 0.85).attr('stroke-width', Math.max(2, d.width + 2)); + }) + .on('mouseout', function (event, d: any) { + d3.select(this).transition().duration(200) + .attr('opacity', getLinkOpacity(d)) + .attr('stroke-width', Math.max(1, d.width)); + }) + .append('title') + .text((d: any) => `${d.source.name} → ${d.target.name}\n${d.value} books`); + + const nodeGroups = g.append('g').selectAll('g').data(nodes).join('g') + .style('cursor', 'pointer') + .on('click', function (event, d: any) { + onNodeSelect(selectedSankeyNode === d.id ? null : d.id); + }); + + nodeGroups.append('rect') + .attr('x', (d: any) => d.x0) + .attr('y', (d: any) => d.y0) + .attr('height', (d: any) => d.y1 - d.y0) + .attr('width', (d: any) => d.x1 - d.x0) + .attr('fill', (d: any) => colorMap.get(d.name) || '#ccc') + .attr('stroke', (d: any) => d.id === selectedSankeyNode ? '#222' : '#555') + .attr('stroke-width', (d: any) => d.id === selectedSankeyNode ? 2.5 : 1) + .attr('opacity', 0) + .transition().duration(450) + .attr('opacity', (d: any) => getNodeOpacity(d.id)) + .selection() + .on('mouseover', function (event, d: any) { + d3.select(this).attr('opacity', 1).attr('stroke', '#111').attr('stroke-width', 2); + }) + .on('mouseout', function (event, d: any) { + d3.select(this).transition().duration(200) + .attr('opacity', getNodeOpacity(d.id)) + .attr('stroke', d.id === selectedSankeyNode ? '#222' : '#555') + .attr('stroke-width', d.id === selectedSankeyNode ? 2.5 : 1); + }) + .append('title') + .text((d: any) => `${d.name}\n${d.value} books\nClick to highlight scatter plot`); + + const WRAP_NAMES: Record = { + 'Highly Rated (4.0-4.5)': ['Highly Rated', '(4.0-4.5)'], + 'Well Rated (3.5-4.0)': ['Well Rated', '(3.5-4.0)'], + }; + + const textGroups = nodeGroups.append('text') + .attr('x', (d: any) => d.x0 < width / 2 ? d.x1 + 6 : d.x0 - 6) + .attr('y', (d: any) => (d.y1 + d.y0) / 2) + .attr('text-anchor', (d: any) => d.x0 < width / 2 ? 'start' : 'end') + .style('font-size', '10px') + .style('font-weight', (d: any) => d.id === selectedSankeyNode ? '700' : '500') + .attr('opacity', (d: any) => getNodeOpacity(d.id)); + + textGroups.each(function (d: any) { + const el = d3.select(this); + const lines = WRAP_NAMES[d.name]; + if (lines) { + lines.forEach((line, i) => { + el.append('tspan') + .attr('x', d.x0 < width / 2 ? d.x1 + 6 : d.x0 - 6) + .attr('dy', i === 0 ? '-0.3em' : '1.2em') + .text(line); + }); + } else { + el.append('tspan') + .attr('dy', '0.35em') + .text(d.name.length > 18 ? d.name.substring(0, 16) + '…' : d.name); + } + }); + + svg.append('text').attr('x', size.width / 2).attr('y', 22) + .style('text-anchor', 'middle').style('font-size', '15px').style('font-weight', 'bold') + .text('Genre → Rating Tier → Movie Adaptation'); + + svg.append('text').attr('x', size.width / 2).attr('y', 37) + .style('text-anchor', 'middle').style('font-size', '10px').style('fill', '#888') + .text( + hasBrushed ? `Showing ${brushedIds.size} brushed books` : + hasNodeSelect ? 'Node selected — click again to deselect' : + 'Click a node to highlight scatter plot' + ); + + const layerLabels = [ + { x: margin.left -8, text: 'Genre', anchor: 'start' }, + { x: margin.left + width / 2, text: 'Rating Tier', anchor: 'middle' }, + { x: margin.left + width +26, text: 'Movie Status', anchor: 'end' }, + ]; + layerLabels.forEach(label => { + svg.append('text').attr('x', label.x).attr('y', margin.top - 5) + .style('text-anchor', label.anchor).style('font-size', '12px') + .style('font-weight', 'bold').style('fill', '#333').text(label.text); + }); + } + + return ( +
+ +
+ ); +} diff --git a/Homework3/jiazuo/src/components/ScatterPlot.tsx b/Homework3/jiazuo/src/components/ScatterPlot.tsx new file mode 100644 index 0000000..1354b9a --- /dev/null +++ b/Homework3/jiazuo/src/components/ScatterPlot.tsx @@ -0,0 +1,184 @@ +import { useEffect, useRef, useState } from 'react'; +import * as d3 from 'd3'; +import { useResizeObserver, useDebounceCallback } from 'usehooks-ts'; +import { BookData, ComponentSize, Margin, ScatterPlotProps } from '../types'; + +export default function ScatterPlot({ allBooks, selectedGenre, highlightIds, onBrushChange, topGenres, genreColorScale }: ScatterPlotProps) { + const chartRef = useRef(null); + const [size, setSize] = useState({ width: 0, height: 0 }); + const margin: Margin = { top: 30, right: 130, bottom: 60, left: 60 }; + + const onResize = useDebounceCallback((size: ComponentSize) => setSize(size), 200); + useResizeObserver({ ref: chartRef, onResize }); + + const filteredBooks: BookData[] = allBooks.filter(d => { + if (d.pageCount <= 0 || d.rating_average < 3.0 || d.pageCount >= 1500) return false; + if (selectedGenre && d.genre !== selectedGenre) return false; + return true; + }); + + useEffect(() => { + if (allBooks.length === 0 || size.width === 0 || size.height === 0) return; + drawChart(); + }, [filteredBooks, size, topGenres, highlightIds]); + + function drawChart() { + d3.select('#scatter-svg').selectAll('*').remove(); + + const svg = d3.select('#scatter-svg'); + const width = size.width - margin.left - margin.right; + const height = size.height - margin.top - margin.bottom; + const g = svg.append('g').attr('transform', `translate(${margin.left},${margin.top})`); + + const xScale = d3.scaleLinear() + .domain([0, d3.max(filteredBooks, d => d.pageCount) || 1000]) + .range([0, width]).nice(); + + const yScale = d3.scaleLinear() + .domain([3.0, 5.0]).range([height, 0]).nice(); + + const yearExtent = d3.extent(filteredBooks, d => d.publicationYear) as [number, number]; + const sizeScale = d3.scaleLinear().domain(yearExtent).range([3, 9]); + + g.append('g').attr('class', 'grid').attr('opacity', 0.1) + .call(d3.axisLeft(yScale).tickSize(-width).tickFormat(() => '')); + g.append('g').attr('class', 'grid').attr('opacity', 0.1) + .attr('transform', `translate(0,${height})`) + .call(d3.axisBottom(xScale).tickSize(-height).tickFormat(() => '')); + + g.append('g').attr('transform', `translate(0,${height})`) + .call(d3.axisBottom(xScale).ticks(8)) + .selectAll('text').style('font-size', '10px'); + g.append('g').call(d3.axisLeft(yScale).ticks(6)) + .selectAll('text').style('font-size', '10px'); + + g.append('text').attr('x', width / 2).attr('y', height + 42) + .style('text-anchor', 'middle').style('font-size', '12px').style('font-weight', 'bold') + .text('Page Count'); + g.append('text').attr('transform', 'rotate(-90)').attr('x', -height / 2).attr('y', -42) + .style('text-anchor', 'middle').style('font-size', '12px').style('font-weight', 'bold') + .text('Average Rating'); + + const tooltip = d3.select('body').select('.scatter-tooltip').empty() + ? d3.select('body').append('div').attr('class', 'scatter-tooltip') + : d3.select('body').select('.scatter-tooltip'); + + tooltip + .style('position', 'absolute').style('visibility', 'hidden') + .style('background-color', 'white').style('border', '1px solid #ddd') + .style('border-radius', '4px').style('padding', '8px') + .style('font-size', '11px').style('pointer-events', 'none') + .style('z-index', '1000').style('box-shadow', '0 2px 4px rgba(0,0,0,0.1)'); + + const hasHighlight = highlightIds.size > 0; + + g.selectAll('circle') + .data(filteredBooks) + .join( + enter => enter.append('circle') + .attr('cx', d => xScale(d.pageCount)) + .attr('cy', d => yScale(d.rating_average)) + .attr('r', 0) + .attr('fill', d => topGenres.includes(d.genre) ? genreColorScale(d.genre) : '#ccc') + .attr('stroke', '#fff') + .attr('stroke-width', 0.8) + .call(enter => enter.transition().duration(400) + .attr('r', d => sizeScale(d.publicationYear)) + .attr('opacity', d => !hasHighlight ? 0.65 : highlightIds.has(d.id) ? 1.0 : 0.08) + ), + update => update + .call(update => update.transition().duration(400) + .attr('cx', d => xScale(d.pageCount)) + .attr('cy', d => yScale(d.rating_average)) + .attr('r', d => sizeScale(d.publicationYear)) + .attr('fill', d => topGenres.includes(d.genre) ? genreColorScale(d.genre) : '#ccc') + .attr('opacity', d => !hasHighlight ? 0.65 : highlightIds.has(d.id) ? 1.0 : 0.08) + ), + exit => exit.call(exit => exit.transition().duration(300).attr('r', 0).attr('opacity', 0).remove()) + ) + .on('mouseover', function (event, d) { + d3.select(this).raise().attr('stroke', '#333').attr('stroke-width', 2).attr('opacity', 1); + tooltip.style('visibility', 'visible').html( + `${d.title}
Author: ${d.author}
Genre: ${d.genre}
Rating: ${d.rating_average.toFixed(2)}
Pages: ${d.pageCount}
Year: ${d.publicationYear}` + ); + }) + .on('mousemove', function (event) { + tooltip.style('top', (event.pageY - 10) + 'px').style('left', (event.pageX + 10) + 'px'); + }) + .on('mouseout', function (event, d) { + const op = !hasHighlight ? 0.65 : highlightIds.has(d.id) ? 1.0 : 0.08; + d3.select(this).attr('stroke', '#fff').attr('stroke-width', 0.8).attr('opacity', op); + tooltip.style('visibility', 'hidden'); + }); + + const brush = d3.brush() + .extent([[0, 0], [width, height]]) + .on('end', function (event) { + if (!event.selection) { onBrushChange(new Set()); return; } + const [[x0, y0], [x1, y1]] = event.selection as [[number, number], [number, number]]; + const selected = new Set(); + filteredBooks.forEach(d => { + const cx = xScale(d.pageCount); + const cy = yScale(d.rating_average); + if (cx >= x0 && cx <= x1 && cy >= y0 && cy <= y1) selected.add(d.id); + }); + onBrushChange(selected); + }); + + g.append('g').attr('class', 'brush').call(brush) + .selectAll('.selection') + .attr('stroke', '#555').attr('stroke-dasharray', '4,3') + .attr('fill', 'rgba(100,100,200,0.1)'); + + const legend = g.append('g').attr('transform', `translate(${width + 12}, 0)`); + legend.append('text').attr('x', 0).attr('y', -5) + .style('font-size', '11px').style('font-weight', 'bold').text('Genre'); + + topGenres.forEach((genre, i) => { + const row = legend.append('g').attr('transform', `translate(0, ${i * 17 + 5})`); + row.append('circle').attr('cx', 5).attr('cy', 5).attr('r', 5) + .attr('fill', genreColorScale(genre)).attr('opacity', 0.8); + row.append('text').attr('x', 14).attr('y', 9).style('font-size', '10px') + .text(genre.length > 12 ? genre.substring(0, 12) + '…' : genre); + }); + + const othersRow = legend.append('g').attr('transform', `translate(0, ${topGenres.length * 17 + 5})`); + othersRow.append('circle').attr('cx', 5).attr('cy', 5).attr('r', 5) + .attr('fill', '#ccc').attr('opacity', 0.8); + othersRow.append('text').attr('x', 14).attr('y', 9).style('font-size', '10px').text('Others'); + + const sizeLegendY = topGenres.length * 17 + 32; + const sizeLegend = legend.append('g').attr('transform', `translate(0, ${sizeLegendY})`); + sizeLegend.append('text').attr('x', 0).attr('y', 0) + .style('font-size', '11px').style('font-weight', 'bold').text('Pub. Year'); + + const sizeSteps = [ + { label: String(yearExtent[0]), r: sizeScale(yearExtent[0]) }, + { label: String(Math.round((yearExtent[0] + yearExtent[1]) / 2)), r: sizeScale((yearExtent[0] + yearExtent[1]) / 2) }, + { label: String(yearExtent[1]), r: sizeScale(yearExtent[1]) }, + ]; + + sizeSteps.forEach((step, i) => { + const row = sizeLegend.append('g').attr('transform', `translate(0, ${i * 20 + 10})`); + row.append('circle').attr('cx', 5).attr('cy', 5).attr('r', step.r) + .attr('fill', '#aaa').attr('opacity', 0.7).attr('stroke', '#fff').attr('stroke-width', 0.8); + row.append('text').attr('x', 18).attr('y', 9).style('font-size', '10px').text(step.label); + }); + + svg.append('text').attr('x', size.width / 2).attr('y', 20) + .style('text-anchor', 'middle').style('font-size', '15px').style('font-weight', 'bold') + .text(selectedGenre ? `Ratings vs. Page Count — ${selectedGenre}` : 'Book Ratings vs. Page Count by Genre'); + + if (!selectedGenre) { + svg.append('text').attr('x', size.width / 2).attr('y', 34) + .style('text-anchor', 'middle').style('font-size', '10px').style('fill', '#888') + .text('Select a genre above · Drag to brush and highlight Sankey'); + } + } + + return ( +
+ +
+ ); +} \ No newline at end of file diff --git a/Homework3/jiazuo/src/index.css b/Homework3/jiazuo/src/index.css new file mode 100644 index 0000000..b16930c --- /dev/null +++ b/Homework3/jiazuo/src/index.css @@ -0,0 +1,117 @@ + +* { + margin: 0; + padding: 0; + box-sizing: border-box; +} + +html, body { + width: 100%; + height: 100%; + overflow: hidden; + font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', 'Roboto', 'Oxygen', + 'Ubuntu', 'Cantarell', 'Fira Sans', 'Droid Sans', 'Helvetica Neue', + sans-serif; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; +} + +#root { + width: 100%; + height: 100%; +} + + +.chart-container { + width: 100%; + height: 100%; + position: relative; + overflow: hidden; +} + +.chart-container svg { + display: block; + width: 100%; + height: 100%; +} + + +.scatter-tooltip, +.map-tooltip { + position: absolute; + visibility: hidden; + background-color: white; + border: 1px solid #ddd; + border-radius: 4px; + padding: 10px; + font-size: 12px; + pointer-events: none; + z-index: 1000; + box-shadow: 0 2px 8px rgba(0, 0, 0, 0.15); + max-width: 250px; +} + + +.MuiPaper-root { + display: flex; + flex-direction: column; +} + + +#main-container { + width: 100vw; + height: 100vh; + padding: 16px; +} + + +@media (max-width: 1200px) { + #main-container { + padding: 8px; + } + + .chart-container svg text { + font-size: 10px !important; + } +} + +@media (max-width: 768px) { + #main-container { + padding: 4px; + } + + .chart-container svg text { + font-size: 8px !important; + } +} + + +.chart-container .domain, +.chart-container .tick line { + stroke: #333; +} + +.chart-container .tick text { + fill: #333; +} + + +.chart-container text { + user-select: none; +} + + +.links path { + cursor: pointer; + transition: opacity 0.2s, stroke-width 0.2s; +} + + +.nodes rect { + cursor: pointer; + transition: opacity 0.2s; +} + +.nodes rect:hover { + opacity: 0.8; +} diff --git a/Homework3/jiazuo/src/main.tsx b/Homework3/jiazuo/src/main.tsx new file mode 100644 index 0000000..87e2790 --- /dev/null +++ b/Homework3/jiazuo/src/main.tsx @@ -0,0 +1,10 @@ +import { StrictMode } from 'react' +import { createRoot } from 'react-dom/client' +import App from './App.tsx' +import './style.css' + +createRoot(document.getElementById('root')!).render( + + + , +) diff --git a/Homework3/jiazuo/src/stores/Reducer.ts b/Homework3/jiazuo/src/stores/Reducer.ts new file mode 100644 index 0000000..0160617 --- /dev/null +++ b/Homework3/jiazuo/src/stores/Reducer.ts @@ -0,0 +1,25 @@ +// Define action types +export const ACTIONS = { INCREMENT: 'increment' }; + +interface Action{ + type: string; +} + +interface State{ + count: number; +} + +// Define initial state +const initialState: State = { count: 0 }; + +// reducer function +export const reducer = (state: State, action: Action) => { + switch (action.type) { + case ACTIONS.INCREMENT: + return { count: state.count + 1 }; + default: + return state; + } +} + +export type { State, Action }; \ No newline at end of file diff --git a/Homework3/jiazuo/src/style.css b/Homework3/jiazuo/src/style.css new file mode 100644 index 0000000..eef1300 --- /dev/null +++ b/Homework3/jiazuo/src/style.css @@ -0,0 +1,23 @@ +:root { + font-family: Inter, Avenir, Helvetica, Arial, sans-serif; + font-size: 1rem; + + font-synthesis: none; + text-rendering: optimizeLegibility; + -webkit-font-smoothing: antialiased; + -moz-osx-font-smoothing: grayscale; + -webkit-text-size-adjust: 100%; +} + +body { + margin: 0; +} + +#main-container{ + height: 100vh; + width: 100vw; +} + +.chart-container{ + height: 100%; +} \ No newline at end of file diff --git a/Homework3/jiazuo/src/types.ts b/Homework3/jiazuo/src/types.ts new file mode 100644 index 0000000..5a41afb --- /dev/null +++ b/Homework3/jiazuo/src/types.ts @@ -0,0 +1,90 @@ +import * as d3 from 'd3'; + +export interface BookData { + id: number; + title: string; + author: string; + genre: string; + language: string; + publicationYear: number; + publisher: string; + description: string; + pageCount: number; + tags: string; + rating_average: number; + most_popular_country: string; + bestseller_status: boolean; + awards: string; + age_category: string; + adapted_to_movie: boolean; + movie_release_year: number | null; + isbn: string; +} + +export interface CountryData { + country: string; + count: number; + avgRating: number; +} + +export interface GenreData { + genre: string; + count: number; + avgRating: number; + avgPageCount: number; +} + +export interface SankeyNodeDatum { + id: string; + name: string; +} + +export interface SankeyLinkDatum { + source: string; + target: string; + value: number; +} + +export interface SankeyData { + nodes: SankeyNodeDatum[]; + links: SankeyLinkDatum[]; +} + +export interface ComponentSize { + width: number; + height: number; +} + +export interface Margin { + top: number; + right: number; + bottom: number; + left: number; +} + +export interface BarChartProps { + allBooks: BookData[]; + selectedGenre: string | null; + onGenreSelect: (genre: string | null) => void; + topGenres: string[]; + genreColorScale: d3.ScaleOrdinal; +} + +export interface ScatterPlotProps { + allBooks: BookData[]; + selectedGenre: string | null; + highlightIds: Set; + onBrushChange: (ids: Set) => void; + topGenres: string[]; + genreColorScale: d3.ScaleOrdinal; +} + +export interface SankeyDiagramProps { + allBooks: BookData[]; + selectedGenre: string | null; + brushedIds: Set; + selectedSankeyNode: string | null; + onNodeSelect: (nodeId: string | null) => void; + topGenres: string[]; + genreColorScale: d3.ScaleOrdinal; +} \ No newline at end of file diff --git a/Homework3/jiazuo/src/utils/dataLoader.ts b/Homework3/jiazuo/src/utils/dataLoader.ts new file mode 100644 index 0000000..3db4af7 --- /dev/null +++ b/Homework3/jiazuo/src/utils/dataLoader.ts @@ -0,0 +1,125 @@ +import * as d3 from 'd3'; +import { BookData, CountryData, GenreData, SankeyData } from '../types'; + +export async function loadBookData(): Promise { + try { + const data = await d3.csv('/data/top_1000_most_swapped_books.csv', (d) => { + return { + id: +d.id!, + title: d.title!, + author: d.author!, + genre: d.genre!, + language: d.language!, + publicationYear: d.publicationYear ? +d.publicationYear : 0, + publisher: d.publisher!, + description: d.description!, + pageCount: d.pageCount ? +d.pageCount : 0, + tags: d.tags!, + rating_average: d.rating_average ? +d.rating_average : 0, + most_popular_country: d.most_popular_country!, + bestseller_status: d.bestseller_status?.toUpperCase() === 'TRUE', + awards: d.awards!, + age_category: d.age_category!, + adapted_to_movie: d.adapted_to_movie?.toUpperCase() === 'TRUE', + movie_release_year: d.movie_release_year ? +d.movie_release_year : null, + isbn: d.isbn!, + } as BookData; + }); + return data.filter(d => d.pageCount > 0 && d.rating_average > 0 && d.publicationYear > 0); + } catch (error) { + console.error('Error loading book data:', error); + return []; + } +} + +export function aggregateByCountry(data: BookData[]): CountryData[] { + const countryMap = new Map(); + data.forEach(book => { + const country = book.most_popular_country; + if (!country) return; + const existing = countryMap.get(country) || { count: 0, totalRating: 0 }; + countryMap.set(country, { + count: existing.count + 1, + totalRating: existing.totalRating + book.rating_average, + }); + }); + return Array.from(countryMap.entries()).map(([country, stats]) => ({ + country, + count: stats.count, + avgRating: stats.totalRating / stats.count, + })); +} + +export function aggregateByGenre(data: BookData[]): GenreData[] { + const genreMap = new Map(); + data.forEach(book => { + const genre = book.genre; + if (!genre) return; + const existing = genreMap.get(genre) || { count: 0, totalRating: 0, totalPages: 0 }; + genreMap.set(genre, { + count: existing.count + 1, + totalRating: existing.totalRating + book.rating_average, + totalPages: existing.totalPages + book.pageCount, + }); + }); + return Array.from(genreMap.entries()).map(([genre, stats]) => ({ + genre, + count: stats.count, + avgRating: stats.totalRating / stats.count, + avgPageCount: stats.totalPages / stats.count, + })); +} + +export function getRatingTier(rating: number): string { + if (rating >= 4.5) return 'Acclaimed (4.5+)'; + if (rating >= 4.0) return 'Highly Rated (4.0-4.5)'; + if (rating >= 3.5) return 'Well Rated (3.5-4.0)'; + return 'Average (< 3.5)'; +} + +export function prepareSankeyData(data: BookData[], topGenreList: string[]): SankeyData { + const links: Map = new Map(); + const nodesMap: Map = new Map(); + + data.forEach(book => { + if (!book.genre || !book.rating_average) return; + + const processedGenre = topGenreList.includes(book.genre) ? book.genre : 'Others'; + const ratingTier = getRatingTier(book.rating_average); + const movieStatus = book.adapted_to_movie ? 'Adapted to Movie' : 'Not Adapted'; + + const genreId = `g_${processedGenre}`; + const ratingId = `r_${ratingTier}`; + const movieId = `m_${movieStatus}`; + + nodesMap.set(genreId, processedGenre); + nodesMap.set(ratingId, ratingTier); + nodesMap.set(movieId, movieStatus); + + const link1 = `${genreId}|${ratingId}`; + links.set(link1, (links.get(link1) || 0) + 1); + + const link2 = `${ratingId}|${movieId}`; + links.set(link2, (links.get(link2) || 0) + 1); + }); + + const nodes = Array.from(nodesMap.entries()).map(([id, name]) => ({ id, name })); + const linksArray = Array.from(links.entries()).map(([key, value]) => { + const [source, target] = key.split('|'); + return { source, target, value }; + }); + + return { nodes, links: linksArray }; +} + +export function getTopGenres(data: BookData[], n: number = 10): string[] { + return aggregateByGenre(data) + .sort((a, b) => b.count - a.count) + .slice(0, n) + .map(d => d.genre); +} + +export function filterByGenres(data: BookData[], genres: string[]): BookData[] { + if (genres.length === 0) return data; + return data.filter(book => genres.includes(book.genre)); +} \ No newline at end of file diff --git a/Homework3/jiazuo/src/vite-env.d.ts b/Homework3/jiazuo/src/vite-env.d.ts new file mode 100644 index 0000000..11f02fe --- /dev/null +++ b/Homework3/jiazuo/src/vite-env.d.ts @@ -0,0 +1 @@ +/// diff --git a/Homework3/jiazuo/tsconfig.json b/Homework3/jiazuo/tsconfig.json new file mode 100644 index 0000000..3b32131 --- /dev/null +++ b/Homework3/jiazuo/tsconfig.json @@ -0,0 +1,21 @@ +{ + "compilerOptions": { + "target": "ES2022", + "useDefineForClassFields": true, + "lib": ["ES2023", "DOM", "DOM.Iterable", "es6"], + "module": "ESNext", + "skipLibCheck": true, + "noImplicitAny": true, + "noImplicitThis": true, + "strictNullChecks": true, + + /* Bundler mode */ + "moduleResolution": "bundler", + "allowImportingTsExtensions": true, + "isolatedModules": true, + "moduleDetection": "force", + "noEmit": true, + "jsx": "react-jsx", + }, + "include": ["src", "vite.config.ts"] +} diff --git a/Homework3/jiazuo/vite.config.ts b/Homework3/jiazuo/vite.config.ts new file mode 100644 index 0000000..198ec17 --- /dev/null +++ b/Homework3/jiazuo/vite.config.ts @@ -0,0 +1,10 @@ +import { defineConfig } from 'vite' +import react from '@vitejs/plugin-react' + +// https://vitejs.dev/config/ +export default defineConfig({ + server: { + port: 3000, + }, + plugins: [react()], +})