Eitanli/goodreads huggingface dataset:
Rose Madder
by Stephen King
Genres: Horror, Fiction, Thriller, Fantasy, Suspense, Supernatural, Audiobook
Average rating on Goodreads: 3.74

Roused by a single drop of blood, Rosie Daniels wakes up to the chilling realisation that her husband is going to kill her. And she takes flight – with his credit card.Alone in a strange city, Rosie begins to build a new life: she meets Bill Steiner and she finds an old junk shop painting, "Rose Madder," which strangely seems to want her as much as she wants it.But it’s hard for Rosie not to keep looking over her shoulder. Rose-maddened and on the rampage, Norman is a corrupt cop with a dog’s instinct for tracking people. And he’s getting close. Rosie can feel just how close he is getting…A brilliant dark-hued fable of gender wars, a haunting love story, and a hold-your-breath triumph of suspense, "Rose Madder" is Stephen King at his electrifying best.
The DUFF: Designated Ugly Fat Friend (Hamilton High, #1)
by Kody Keplinger
Genres: Young Adult, Romance, Contemporary, Fiction, Chick Lit, High School, Realistic Fiction
Average rating on Goodreads: 3.80

Seventeen-year-old Bianca Piper is cynical and loyal, and she doesn't think she's the prettiest of her friends by a long shot. She's also way too smart to fall for the charms of man-slut and slimy school hottie Wesley Rush. In fact, Bianca hates him. And when he nicknames her "the Duff," she throws her Coke in his face. But things aren't so great at home right now, and Bianca is desperate for a distraction. She ends up kissing Wesley. Worse, she likes it. Eager for escape, Bianca throws herself into a closeted enemies-with-benefits relationship with him. Until it all goes horribly awry. It turns out Wesley isn't such a bad listener, and his life is pretty screwed up, too. Suddenly Bianca realizes with absolute horror that she’s falling for the guy she thought she hated more than anyone.
Magic America
by C.E. Medford
Genres: Magical Realism, Fantasy, Fiction, Young Adult, Coming Of Age, New Adult, Science Fiction Fantasy
Average rating on Goodreads: 3.82

Hope lives in an alternative Trenton, New Jersey of the 1980s where radioactive cats, congenital tattoos, biker angels, cocky fairy godmothers and the determination to survive another day are all that stand between her family and the creeping chemical forces of LoboChem, a manufacturer willing to destroy all that is beautiful for the sake of a profit.  Magic America is a story about coming of age in fluorescent, urbo-suburban, magic-realism America. Dust off your Wigwams and your high-tops, your banana clips and Aquanet, for a trip through the streets and skies of a Garden State where love triumphs over fear, faith is what you die with and family is who you ride with.
Angel Devil
by Julie Mannino
Genres: Romance, Fantasy
Average rating on Goodreads: 4.50

Lucio, the angelic monk at the local monastery, might just be a fun diversion, but Ned takes care of his toys. When Lucio’s chance at Oxford is threatened by the Sacrist, Ned knows what to do.Angel. Devil. Ned's heard it all before, and those who see him as the latter always get what they deserve.This is a 9400 word short story that takes place prior to Thrall.
The Rainmaker
by John Grisham
Genres: Fiction, Thriller, Mystery, Legal Thriller, Suspense, Crime, Mystery Thriller
Average rating on Goodreads: 3.99

InThe Rainmaker, John Grisham tells the story of a young man barely out of law school who finds himself taking on one of the most powerful, corrupt, and ruthless companies in America -- and exposing a complex, multibillion-dollar insurance scam. In his final semester of law school Rudy Baylor is required to provide free legal advice to a group of senior citizens, and it is there that he meets his first "clients," Dot and Buddy Black. Their son, Donny Ray, is dying of leukemia, and their insurance company has flatly refused to pay for his medical treatments. While Rudy is at first skeptical, he soon realizes that the Blacks really have been shockingly mistreated by the huge company, and that he just may have stumbled upon one of the largest insurance frauds anyone's ever seen -- and one of the most lucrative and important cases in the history of civil litigation. The problem is, Rudy's flat broke, has no job, hasn't even passed the bar, and is about to go head-to-head with one of the best defense attorneys -- and powerful industries -- in America.
Britt-Marie Was Here
by Fredrik Backman
Genres: Fiction, Contemporary, Audiobook, Humor, Adult, Adult Fiction, Literary Fiction
Average rating on Goodreads: 4.09

Britt-Marie can’t stand mess. A disorganized cutlery drawer ranks high on her list of unforgivable sins. She is not one to judge others—no matter how ill-mannered, unkempt, or morally suspect they might be. It’s just that sometimes people interpret her helpful suggestions as criticisms, which is certainly not her intention. But hidden inside the socially awkward, fussy busybody is a woman who has more imagination, bigger dreams, and a warmer heart that anyone around her realizes.When Britt-Marie walks out on her cheating husband and has to fend for herself in the miserable backwater town of Borg—of which the kindest thing one can say is that it has a road going through it—she finds work as the caretaker of a soon-to-be demolished recreation center. The fastidious Britt-Marie soon finds herself being drawn into the daily doings of her fellow citizens, an odd assortment of miscreants, drunkards, layabouts. Most alarming of all, she’s given the impossible task of leading the supremely untalented children’s soccer team to victory. In this small town of misfits, can Britt-Marie find a place where she truly belongs?
Arch of Triumph: A Novel of a Man Without a Country
by Erich Maria Remarque
Genres: Classics, Fiction, Historical Fiction, German Literature, War, Romance, Germany
Average rating on Goodreads: 4.42

It is 1939. Despite a law banning him from performing surgery, Ravic – a German doctor and refugee living in Paris – has been treating some of the city’s most elite citizens for two years on the behalf of two less-than-skillful French physicians.Forbidden to return to his own country, and dodging the everyday dangers of jail and deportation, Ravic manages to hang on – all the while searching for the Nazi who tortured him back in Germany. And though he’s given up on the possibility of love, life has a curious way of taking a turn for the romantic, even during the worst of times…
Complicity
by Iain Banks
Genres: Fiction, Crime, Mystery, Thriller, Contemporary, Scotland, Novels
Average rating on Goodreads: 3.91

A few spliffs, a spot of milkd S&M, phone through the copy of tomorrow's front page, catch up with the latest from your mystery source - could be big, could be very big - in fact, just a regular day at the office for free-wheeling, substance abusing Cameron Colley, a fully paid-up Gonzo hack on an Edinburgh newspaper. The source is pretty thin, but Cameron senses a scoop and checks out a series of bizarre deaths from a few years ago - only to find that the police are checking out a series of bizarre deaths that are happening right now. And Cameron just might know more about it that he'd care to admit...
Far from the Tree: Parents, Children, and the Search for Identity
by Andrew Solomon
Genres: Nonfiction, Psychology, Parenting, Science, Sociology, Disability, Mental Health
Average rating on Goodreads: 4.25

Andrew Solomon’s startling proposition in Far from the Tree is that being exceptional is at the core of the human condition—that difference is what unites us. He writes about families coping with deafness, dwarfism, Down's syndrome, autism, schizophrenia, or multiple severe disabilities; with children who are prodigies, who are conceived in rape, who become criminals, who are transgender. While each of these characteristics is potentially isolating, the experience of difference within families is universal, and Solomon documents triumphs of love over prejudice in every chapter.All parenting turns on a crucial question: to what extent should parents accept their children for who they are, and to what extent they should help them become their best selves. Drawing on ten years of research and interviews with more than three hundred families, Solomon mines the eloquence of ordinary people facing extreme challenges.Elegantly reported by a spectacularly original and compassionate thinker, Far from the Tree explores how people who love each other must struggle to accept each other—a theme in every family’s life.
Good in Bed (Cannie Shapiro, #1)
by Jennifer Weiner
Genres: Chick Lit, Fiction, Romance, Contemporary, Adult Fiction, Adult, Humor
Average rating on Goodreads: 3.75

Weiner's witty, original, fast-moving debut features a lovable heroine, a solid cast, snappy dialogue and a poignant take on life's priorities.For twenty-eight years, things have been tripping along nicely for Cannie Shapiro. Sure, her mother has come charging out of the closet, and her father has long since dropped out of her world. But she loves her friends, her rat terrier, Nifkin, and her job as pop culture reporter for The Philadelphia Examiner. She's even made a tenuous peace with her plus-size body. But the day she opens up a national women's magazine and sees the words "Loving a Larger Woman" above her ex-boyfriend's byline, Cannie is plunged into misery...and the most amazing year of her life. From Philadelphia to Hollywood and back home again, she charts a new course for herself: mourning her losses, facing her past, and figuring out who she is and who she can become.
Fawkes
by Nadine Brandes
Genres: Fantasy, Historical Fiction, Young Adult, Historical, Fiction, Retellings, Young Adult Fantasy
Average rating on Goodreads: 3.87

Thomas Fawkes is turning to stone, and the only cure to the Stone Plague is to join his father’s plot to assassinate the king of England.Silent wars leave the most carnage. The wars that are never declared, but are carried out in dark alleys with masks and hidden knives. Wars where color power alters the natural rhythm of 17th century London. And when the king calls for peace, no one listens until he finally calls for death.But what if death finds him first?Keepers think the Igniters caused the plague. Igniters think the Keepers did. But all Thomas knows is that the Stone Plague infecting his eye is spreading. And if he doesn’t do something soon, he’ll be a lifeless statue. So when his Keeper father, Guy Fawkes, invites him to join the Gunpowder Plot—claiming it will put an end to the plague—Thomas is in.The plan: use 36 barrels of gunpowder to blow up the Igniter King.The problem: Doing so will destroy the family of the girl Thomas loves. But backing out of the plot will send his father and the other plotters to the gallows. To save one, Thomas will lose the other.No matter Thomas’s choice, one thing is clear: once the decision is made and the color masks have been put on, there’s no turning back.
How to Stop Feeling Like Sh*t: 14 Habits that Are Holding You Back from Happiness
by Andrea Owen
Genres: Self Help, Nonfiction, Personal Development, Audiobook, Psychology, Mental Health, Health
Average rating on Goodreads: 3.63

For everyone who loved You Are a Badass and The Subtle Art of Not Giving a F*ck--a cut-through-the-crap guide to quitting the self-destructive habits that undermine happiness and successHow to Stop Feeling Like Sh*t is a straight-shooting approach to self-improvement for women, one that offers no-crap truth-telling about the most common self-destructive behaviors women tend to engage in. From listening to the imposter complex and bitchy inner critic to catastrophizing and people-pleasing, Andrea Owen--a nationally sought-after life coach--crystallizes what's behind these invisible, undermining habits. With each chapter, she kicks women's gears out of autopilot and empowers them to create happier, more fulfilling lives. Powerfully on-the-mark, the chapters are short and digestible, nicely bypassing weighty examinations in favor of punch-points of awareness.
The Milagro Beanfield War
by John     Nichols
Genres: Fiction, Magical Realism, Historical Fiction, Humor, Novels, Literature, Contemporary
Average rating on Goodreads: 4.10

Joe Mondragon, a feisty hustler with a talent for trouble, slammed his battered pickup to a stop, tugged on his gumboots, and marched into the arid patch of ground. Carefully (and also illegally), he tapped into the main irrigation channel. And so began-though few knew it at the time-the Milagro beanfield war. But like everything else in the dirt-poor town of Milagro, it would be a patchwork war, fought more by tactical retreats than by battlefield victories. Gradually, the small farmers and sheepmen begin to rally to Joe's beanfield as the symbol of their lost rights and their lost lands. And downstate in the capital, the Anglo water barons and power brokers huddle in urgent conference, intent on destroying that symbol before it destroys their multimillion-dollar land-development schemes. The tale of Milagro's rising is wildly comic and lovingly ter, a vivid portrayal of a town that, half-stumbling and partly prodded, gropes its way toward its own stubborn salvation.
A Grief Observed
by C.S. Lewis
Genres: Nonfiction, Christian, Religion, Christianity, Theology, Memoir, Classics
Average rating on Goodreads: 4.21

Written with love, humility, and faith, this brief but poignant volume was first published in 1961 and concerns the death of C. S. Lewis's wife, the American-born poet Joy Davidman. In her introduction to this new edition, Madeleine L'Engle writes: "I am grateful to Lewis for having the courage to yell, to doubt, to kick at God in angry violence. This is a part of a healthy grief which is not often encouraged. It is helpful indeed that C. S. Lewis, who has been such a successful apologist for Christianity, should have the courage to admit doubt about what he has so superbly proclaimed. It gives us permission to admit our own doubts, our own angers and anguishes, and to know that they are part of the soul's growth."Written in longhand in notebooks that Lewis found in his home, A Grief Observed probes the "mad midnight moments" of Lewis's mourning and loss, moments in which he questioned what he had previously believed about life and death, marriage, and even God. Indecision and self-pity assailed Lewis. "We are under the harrow and can't escape," he writes. "I know that the thing I want is exactly the thing I can never get. The old life, the jokes, the drinks, the arguments, the lovemaking, the tiny, heartbreaking commonplace." Writing A Grief Observed as "a defense against total collapse, a safety valve," he came to recognize that "bereavement is a universal and integral part of our experience of love."Lewis writes his statement of faith with precision, humor, and grace. Yet neither is Lewis reluctant to confess his continuing doubts and his awareness of his own human frailty. This is precisely the quality which suggests that A Grief Observed may become "among the great devotional books of our age."
So You've Been Publicly Shamed
by Jon Ronson
Genres: Nonfiction, Psychology, Sociology, Audiobook, Journalism, Adult, Humor
Average rating on Goodreads: 3.93

For the past three years, Jon Ronson has travelled the world meeting recipients of high-profile public shamings. The shamed are people like us - people who, say, made a joke on social media that came out badly, or made a mistake at work. Once their transgression is revealed, collective outrage circles with the force of a hurricane and the next thing they know they're being torn apart by an angry mob, jeered at, demonized, sometimes even fired from their job. People are using shame as a form of social control.
Ecstasy
by Irvine Welsh
Genres: Fiction, Short Stories, Contemporary, British Literature, Scotland, Literature, Novels
Average rating on Goodreads: 3.60

Que se passe-t-il quand les fantasmes qu'on a dans la tête se répandent dans la vie - et vice versa ? Ces "contes de la folie ordinaire" pour une fin de siècle conjuguent plusieurs sortes d'addiction : l'amour, la vengeance, la drogue. On y voit des handicapés monter une organisation terroriste, un auteur de romans sentimentaux s'abandonner à son penchant pour la pornographie, et un couple d'accidentés de la vie fusionner dans l'amour absolu. Avec ces trois romances "chimiques", Irvine Welsh s'aventure dans une zone dangereuse, où la réalité ne fait que confirmer nos pires cauchemars.
Steelheart (The Reckoners, #1)
by Brandon Sanderson
Genres: Fantasy, Young Adult, Science Fiction, Dystopia, Fiction, Urban Fantasy, Superheroes
Average rating on Goodreads: 4.14

Ten years ago, Calamity came. It was a burst in the sky that gave ordinary men and women extraordinary powers. The awed public started calling them Epics. But Epics are no friend of man. With incredible gifts came the desire to rule. And to rule man you must crush his will.Nobody fights the Epics...nobody but the Reckoners. A shadowy group of ordinary humans, they spend their lives studying Epics, finding their weaknesses, and then assassinating them.And David wants in. He wants Steelheart — the Epic who is said to be invincible. The Epic who killed David's father. For years, like the Reckoners, David's been studying, and planning — and he has something they need. Not an object, but an experience.He's seen Steelheart bleed. And he wants revenge.
The English Patient: A Screenplay
by Anthony Minghella
Genres: Fiction, Romance, Film, Plays, Media Tie In, Novels, War
Average rating on Goodreads: 3.87

A screenplay tells the story of an unknown man, the sole survivor of a plane shot down near the beginning of World War II, who remembers his past
We Were Soldiers Once... and Young: Ia Drang - The Battle that Changed the War in Vietnam
by Harold G. Moore
Genres: History, Nonfiction, Military Fiction, War, Military History, American History, Biography
Average rating on Goodreads: 4.32

Each year, the Commandant of the U.S. Marine Corps selects one book that he believes is both relevant and timeless for reading by all Marines. The Commandant's choice for 1993 was We Were Soldiers Once . . . and Young. In November 1965, some 450 men of the 1st Battalion, 7th Cavalry, under the command of Lt. Col. Hal Moore, were dropped by helicopter into a small clearing in the Ia Drang Valley. They were immediately surrounded by 2,000 North Vietnamese soldiers. Three days later, only two and a half miles away, a sister battalion was chopped to pieces. Together, these actions at the landing zones X-Ray and Albany constituted one of the most savage and significant battles of the Vietnam War. How these men persevered--sacrificed themselves for their comrades and never gave up--makes a vivid portrait of war at its most inspiring and devastating. General Moore and Joseph Galloway, the only journalist on the ground throughout the fighting, have interviewed hundreds of men who fought there, including the North Vietnamese commanders. This devastating account rises above the specific ordeal it chronicles to present a picture of men facing the ultimate challenge, dealing with it in ways they would have found unimaginable only a few hours earlier. It reveals to us, as rarely before, man's most heroic and horrendous endeavor.
The Inn of the Sixth Happiness
by Alan Burgess
Genres: Biography, Nonfiction, China, Christian, History, Asia, Historical
Average rating on Goodreads: 4.27

Rejected by mission agencies, Englishwoman earns the money to send herself to China. There she opens an inn for mule drivers, serves as "foot inspector," and advises the local Mandarin. But when the Japanese invade, she discovers her true destiny---leading 100 orphans across the mountains to safety.
The Long Goodbye (Philip Marlowe, #6)
by Raymond Chandler
Genres: Mystery, Fiction, Crime, Noir, Classics, Detective, Mystery Thriller
Average rating on Goodreads: 4.19

Down-and-out drunk Terry Lennox has a problem: his millionaire wife is dead and he needs to get out of LA fast. So he turns to the only friend he can trust: private investigator Philip Marlowe. Marlowe is willing to help a man down on his luck, but later Lennox commits suicide in Mexico and things start to turn nasty. Marlowe is drawn into a sordid crowd of adulterers and alcoholics in LA's Idle Valley, where the rich are suffering one big suntanned hangover. Marlowe is sure Lennox didn't kill his wife, but how many stiffs will turn up before he gets to the truth?
The Austere Academy (A Series of Unfortunate Events, #5)
by Lemony Snicket
Genres: Fiction, Young Adult, Childrens, Middle Grade, Fantasy, Mystery, Adventure
Average rating on Goodreads: 4.00

Dear Reader, If you are looking for a story about cheerful youngsters spending a jolly time at boarding school, look elsewhere. Violet, Klaus, and Sunny Baudelaire are intelligent and resourceful children, and you might expect that they would do very well at school. Don't. For the Baudelaires, school turns out to be another miserable episode in their unlucky lives. Truth be told, within the chapters that make up this dreadful story, the children will face snapping crabs, strict punishments, dripping fungus, comprehensive exams, violin recitals, S.O.R.E., and the metric system. It is my solemn duty to stay up all night researching and writing the history of these three hapless youngsters, but you may be more comfortable getting a good night's sleep. In that case, you should probably choose some other book. With all due respect,Lemony Snicket
Tell Me Your Dreams
by Sidney Sheldon
Genres: Fiction, Thriller, Mystery, Suspense, Mystery Thriller, Crime, Romance
Average rating on Goodreads: 3.98

She had read about stalkers, but they belonged in a different, faraway world. She had no idea who it could be, who would want to harm her. She was trying desperately not to panic, but lately her sleep had been filled with nightmares, and she had awakened each morning with a feeling of impending doom.Thus begins Sidney Sheldon's chilling new novel, Tell Me Your Dreams. Three beautiful young women are suspected of committing a series of brutal murders. The police make an arrest that leads to one of the most bizarre murder trials of the century. Based on actual events, Sheldon's novel races from London to Rome to the city of Quebec to San Francisco, with a climax that will leave the reader stunned.
Maurice
by E.M. Forster
Genres: Classics, LGBT, Fiction, Queer, Romance, Gay, Historical Fiction
Average rating on Goodreads: 4.07

Maurice is heartbroken over unrequited love, which opened his heart and mind to his own sexual identity. In order to be true to himself, he goes against the grain of society’s often unspoken rules of class, wealth, and politics.Forster understood that his homage to same-sex love, if published when he completed it in 1914, would probably end his career. Thus, Maurice languished in a drawer for fifty-seven years, the author requesting it be published only after his death (along with his stories about homosexuality later collected in The Life to Come).Since its release in 1971, Maurice has been widely read and praised. It has been, and continues to be, adapted for major stage productions, including the 1987 Oscar-nominated film adaptation starring Hugh Grant and James Wilby.
Wool Omnibus (Silo, #1)
by Hugh Howey
Genres: Science Fiction, Fiction, Dystopia, Post Apocalyptic, Fantasy, Science Fiction Fantasy, Apocalyptic
Average rating on Goodreads: 4.21

This Omnibus Edition collects the five Wool books into a single volume. The first Wool story was released as a standalone short in July of 2011. Due to reviewer demand, the rest of the story was released over the next six months. This is the story of mankind clawing for survival, of mankind on the edge. The world outside has grown unkind, the view of it limited, talk of it forbidden. But there are always those who hope, who dream. These are the dangerous people, the residents who infect others with their optimism. Their punishment is simple. They are given the very thing they profess to want: They are allowed outside.Alternate cover for B0071XO8RA