Split (1)

train · 3.05k rows

rank int64 1 3.05k	percentile_rank float64 0 100	book_id int64 11 235M	title stringlengths 1 166	author stringlengths 4 27	rating float64 0 4.93	rating_category stringclasses 4 values	rating_tier stringclasses 10 values	is_high_rated bool 2 classes	title_length int64 1 166	title_complexity stringclasses 4 values	word_count int64 1 29	author_count int64 1 1	author_name_length int64 4 27	has_series_info bool 2 classes	series_number float64 0 146 ⌀	title_type stringclasses 4 values	has_subtitle bool 2 classes	has_middle_name bool 2 classes	estimated_popularity stringclasses 5 values
2,501	82.1	293,625	Child of God	Cormac McCarthy	3.82	Good	Tier_2	false	12	Simple	3	1	15	false	null	Standard	false	false	Low
2,502	82.2	16,329	Dead Man's Folly (Hercule Poirot, #35)	Agatha Christie	3.82	Good	Tier_2	false	38	Moderate	6	1	15	true	35	Series	false	false	Low
2,503	82.2	44,285,784	Divergent Mind: Thriving in a World That Wasn't Designed for You	Jenara Nerenberg	3.82	Good	Tier_2	false	64	Very Complex	11	1	16	false	null	Subtitle	true	false	Low
2,504	82.2	12,936	Gathering Blue (The Giver, #2)	Lois Lowry	3.82	Good	Tier_2	false	30	Moderate	5	1	10	true	2	Series	false	false	Low
2,505	82.3	32,418	Hannibal (Hannibal Lecter, #3)	Thomas Harris	3.82	Good	Tier_2	false	30	Moderate	4	1	14	true	3	Series	false	false	Low
2,506	82.3	174,465	Il cavaliere inesistente	Italo Calvino	3.82	Good	Tier_2	false	24	Moderate	3	1	13	false	null	Standard	false	false	Low
2,507	82.3	13,529	March	Geraldine Brooks	3.82	Good	Tier_2	false	5	Simple	1	1	16	false	null	Standard	false	false	Low
2,508	82.4	7,140,096	Nightmare Alley	William Lindsay Gresham	3.82	Good	Tier_2	false	15	Simple	2	1	23	false	null	Standard	false	true	Low
2,509	82.4	15,209	Radical Chic & Mau-Mauing the Flak Catchers	Tom Wolfe	3.82	Good	Tier_2	false	43	Complex	7	1	9	false	null	Standard	false	false	Low
2,510	82.4	806,042	Soldiers of Paradise (The Starbridge Chronicles, #1)	Paul Park	3.82	Good	Tier_2	false	52	Complex	7	1	9	true	1	Series	false	false	Low
2,511	82.5	56,627	Stumbling on Happiness	Daniel Todd Gilbert	3.82	Good	Tier_2	false	22	Moderate	3	1	19	false	null	Standard	false	true	Low
2,512	82.5	12,382,651	The Man Without a Face: The Unlikely Rise of Vladimir Putin	Masha Gessen	3.82	Good	Tier_2	false	59	Complex	11	1	12	false	null	Subtitle	true	false	Low
2,513	82.5	35,702,241	The Shadows Between Us (The Shadows Between Us, #1)	Tricia Levenseller	3.82	Good	Tier_2	false	51	Complex	9	1	18	true	1	Series	false	false	Low
2,514	82.6	35,957,157	Thinking in Bets: Making Smarter Decisions When You Don't Have All the Facts	Annie Duke	3.82	Good	Tier_2	false	76	Very Complex	13	1	10	false	null	Subtitle	true	false	Low
2,515	82.6	13,629,442	التاريخ العاصف لعلم وراثة الإنسان	Daniel J. Kevles	3.82	Good	Tier_2	false	33	Moderate	5	1	16	false	null	Standard	false	true	Low
2,516	82.6	5,849	A House for Mr Biswas	V.S. Naipaul	3.81	Good	Tier_2	false	21	Moderate	5	1	12	false	null	Standard	false	false	Low
2,517	82.7	86,147	Bright Lights, Big City	Jay McInerney	3.81	Good	Tier_2	false	23	Moderate	4	1	13	false	null	Standard	false	false	Low
2,518	82.7	748,718	Down to Earth Sociology: Introductory Readings	James M. Henslin	3.81	Good	Tier_2	false	46	Complex	6	1	16	false	null	Subtitle	true	true	Low
2,519	82.7	16,366	Endless Night	Agatha Christie	3.81	Good	Tier_2	false	13	Simple	2	1	15	false	null	Standard	false	false	Low
2,520	82.8	963,680	Fräulein Else	Arthur Schnitzler	3.81	Good	Tier_2	false	13	Simple	2	1	17	false	null	Standard	false	false	Low
2,521	82.8	38,505	Hollywood	Charles Bukowski	3.81	Good	Tier_2	false	9	Simple	1	1	16	false	null	Standard	false	false	Low
2,522	82.8	11,741	Housekeeping	Marilynne Robinson	3.81	Good	Tier_2	false	12	Simple	1	1	18	false	null	Standard	false	false	Low
2,523	82.9	86,236	Into the Forest	Jean Hegland	3.81	Good	Tier_2	false	15	Simple	3	1	12	false	null	Standard	false	false	Low
2,524	82.9	501,635	Nip the Buds, Shoot the Kids	Kenzaburō Ōe	3.81	Good	Tier_2	false	28	Moderate	6	1	12	false	null	Standard	false	false	Low
2,525	82.9	115,476	Nostromo	Joseph Conrad	3.81	Good	Tier_2	false	8	Simple	1	1	13	false	null	Standard	false	false	Low
2,526	83	8,475,505	Rebel Belle (Rebel Belle, #1)	Rachel Hawkins	3.81	Good	Tier_2	false	29	Moderate	5	1	14	true	1	Series	false	false	Low
2,527	83	20,926,278	Revival	Stephen King	3.81	Good	Tier_2	false	7	Simple	1	1	19	false	null	Standard	false	false	Low
2,528	83	2,183	Sentimental Education	Gustave Flaubert	3.81	Good	Tier_2	false	21	Moderate	2	1	16	false	null	Standard	false	false	Low
2,529	83.1	35,687,802	Snap	Belinda Bauer	3.81	Good	Tier_2	false	4	Simple	1	1	13	false	null	Standard	false	false	Low
2,530	83.1	28,078	The Birth of Venus	Sarah Dunant	3.81	Good	Tier_2	false	18	Simple	4	1	12	false	null	Standard	false	false	Low
2,531	83.1	7,194	The Club Dumas	Arturo Pérez-Reverte	3.81	Good	Tier_2	false	14	Simple	3	1	20	false	null	Standard	false	false	Low
2,532	83.2	11,597	The Dark Half	Stephen King	3.81	Good	Tier_2	false	13	Simple	3	1	19	false	null	Standard	false	false	Low
2,533	83.2	125,341	The Exposed (Animorphs, #27)	K.A. Applegate	3.81	Good	Tier_2	false	28	Moderate	4	1	14	true	27	Series	false	false	Low
2,534	83.2	89,717	The Haunting of Hill House	Shirley Jackson	3.81	Good	Tier_2	false	26	Moderate	5	1	15	false	null	Standard	false	false	Low
2,535	83.3	40,065,317	The Invited	Jennifer McMahon	3.81	Good	Tier_2	false	11	Simple	2	1	17	false	null	Standard	false	false	Low
2,536	83.3	14,686	The King of Elfland's Daughter	Lord Dunsany	3.81	Good	Tier_2	false	30	Moderate	5	1	12	false	null	Standard	false	false	Low
2,537	83.3	26	The Lost Continent: Travels in Small-Town America	Bill Bryson	3.81	Good	Tier_2	false	49	Complex	7	1	11	false	null	Subtitle	true	false	Low
2,538	83.3	330,244	The Member of the Wedding	Carson McCullers	3.81	Good	Tier_2	false	25	Moderate	5	1	16	false	null	Standard	false	false	Low
2,539	83.4	130,520	The Mosquito Coast	Paul Theroux	3.81	Good	Tier_2	false	18	Simple	3	1	12	false	null	Standard	false	false	Low
2,540	83.4	7,061	The No. 1 Ladies' Detective Agency (No. 1 Ladies' Detective Agency, #1)	Alexander McCall Smith	3.81	Good	Tier_2	false	71	Very Complex	12	1	22	true	1	Series	false	true	Low
2,541	83.4	55,315,487	The Plot (The Book Series, #1)	Jean Hanff Korelitz	3.81	Good	Tier_2	false	30	Moderate	6	1	19	true	1	Series	false	true	Low
2,542	83.5	38,980	The Princess Diaries (The Princess Diaries, #1)	Meg Cabot	3.81	Good	Tier_2	false	47	Complex	7	1	9	true	1	Series	false	false	Low
2,543	83.5	74,731	The Stupidest Angel: A Heartwarming Tale of Christmas Terror (Pine Cove, #3)	Christopher Moore	3.81	Good	Tier_2	false	76	Very Complex	12	1	17	true	3	Series_Subtitle	true	false	Low
2,544	83.5	59,716	To the Lighthouse	Virginia Woolf	3.81	Good	Tier_2	false	17	Simple	3	1	14	false	null	Standard	false	false	Low
2,545	83.6	250	Tropic of Capricorn (Tropic, #2)	Henry Miller	3.81	Good	Tier_2	false	32	Moderate	5	1	12	true	2	Series	false	false	Low
2,546	83.6	6,081,261	What I Wish I Knew When I Was 20	Tina Seelig	3.81	Good	Tier_2	false	32	Moderate	9	1	11	false	null	Standard	false	false	Low
2,547	83.6	56,304,423	White Smoke	Tiffany D. Jackson	3.81	Good	Tier_2	false	11	Simple	2	1	18	false	null	Standard	false	true	Low
2,548	83.7	6,340,948	59 Seconds: Think a Little, Change a Lot	Richard Wiseman	3.8	Good	Tier_2	false	40	Moderate	8	1	15	false	null	Subtitle	true	false	Low
2,549	83.7	28,676	American Psycho	Bret Easton Ellis	3.8	Good	Tier_2	false	15	Simple	2	1	17	false	null	Standard	false	true	Low
2,550	83.7	10,507	Baudolino	Umberto Eco	3.8	Good	Tier_2	false	9	Simple	1	1	11	false	null	Standard	false	false	Low
2,551	83.8	30,324	Blood and Chocolate	Annette Curtis Klause	3.8	Good	Tier_2	false	19	Simple	3	1	21	false	null	Standard	false	true	Low
2,552	83.8	6,580,510	Brightly Woven	Alexandra Bracken	3.8	Good	Tier_2	false	14	Simple	2	1	17	false	null	Standard	false	false	Low
2,553	83.8	19,202,652	El príncipe de la niebla (Niebla, #1)	Carlos Ruiz Zafón	3.8	Good	Tier_2	false	37	Moderate	7	1	17	true	1	Series	false	true	Low
2,554	83.9	482,389	Future Eden: A Brief History Of Next Time	Colin Thompson	3.8	Good	Tier_2	false	41	Complex	8	1	14	false	null	Subtitle	true	false	Low
2,555	83.9	11,371	It Can't Happen Here	Sinclair Lewis	3.8	Good	Tier_2	false	20	Simple	4	1	14	false	null	Standard	false	false	Low
2,556	83.9	634,407	Knots and Crosses (Inspector Rebus, #1)	Ian Rankin	3.8	Good	Tier_2	false	39	Moderate	6	1	10	true	1	Series	false	false	Low
2,557	84	23,453,112	Modern Romance	Aziz Ansari	3.8	Good	Tier_2	false	14	Simple	2	1	11	false	null	Standard	false	false	Low
2,558	84	30,821,598	My Not So Perfect Life	Sophie Kinsella	3.8	Good	Tier_2	false	22	Moderate	5	1	15	false	null	Standard	false	false	Low
2,559	84	93,728	Princess in Love (The Princess Diaries, #3)	Meg Cabot	3.8	Good	Tier_2	false	43	Complex	7	1	9	true	3	Series	false	false	Low
2,560	84.1	16,125,177	Red Sorghum	Mo Yan	3.8	Good	Tier_2	false	11	Simple	2	1	6	false	null	Standard	false	false	Low
2,561	84.1	14,061,955	Siege and Storm (The Shadow and Bone Trilogy, #2)	Leigh Bardugo	3.8	Good	Tier_2	false	49	Complex	9	1	13	true	2	Series	false	false	Low
2,562	84.1	3,097,601	Suicide Notes	Michael Thomas Ford	3.8	Good	Tier_2	false	13	Simple	2	1	19	false	null	Standard	false	true	Low
2,563	84.2	975,045	The Angels of Perversity	Remy de Gourmont	3.8	Good	Tier_2	false	24	Moderate	4	1	16	false	null	Standard	false	true	Low
2,564	84.2	5,107	The Catcher in the Rye	J.D. Salinger	3.8	Good	Tier_2	false	22	Moderate	5	1	13	false	null	Standard	false	false	Low
2,565	84.2	6,380,822	The Dark Divine (The Dark Divine, #1)	Bree Despain	3.8	Good	Tier_2	false	37	Moderate	7	1	12	true	1	Series	false	false	Low
2,566	84.3	58,314	The Elementary Particles	Michel Houellebecq	3.8	Good	Tier_2	false	24	Moderate	3	1	18	false	null	Standard	false	false	Low
2,567	84.3	210,831	The Fires of Jubilee: Nat Turner's Fierce Rebellion	Stephen B. Oates	3.8	Good	Tier_2	false	51	Complex	8	1	16	false	null	Subtitle	true	true	Low
2,568	84.3	51,933,429	The Guest List	Lucy Foley	3.8	Good	Tier_2	false	14	Simple	3	1	10	false	null	Standard	false	false	Low
2,569	84.4	45,316,229	The Hollow	Agatha Christie	3.8	Good	Tier_2	false	10	Simple	2	1	15	false	null	Standard	false	false	Low
2,570	84.4	750,596	The Journalist and the Murderer	Janet Malcolm	3.8	Good	Tier_2	false	31	Moderate	5	1	13	false	null	Standard	false	false	Low
2,571	84.4	13,540,215	The Orchardist	Amanda Coplin	3.8	Good	Tier_2	false	14	Simple	2	1	13	false	null	Standard	false	false	Low
2,572	84.5	59,462,290	The Spanish Love Deception (Spanish Love Deception, #1)	Elena Armas	3.8	Good	Tier_2	false	55	Complex	8	1	12	true	1	Series	false	false	Low
2,573	84.5	31,332	The Vampire Armand (The Vampire Chronicles, #6)	Anne Rice	3.8	Good	Tier_2	false	47	Complex	7	1	9	true	6	Series	false	false	Low
2,574	84.5	11,882,171	Touch (Denazen, #1)	Jus Accardo	3.8	Good	Tier_2	false	19	Simple	3	1	11	true	1	Series	false	false	Low
2,575	84.6	22,271	Veronica	Nicholas Christopher	3.8	Good	Tier_2	false	8	Simple	1	1	20	false	null	Standard	false	false	Low
2,576	84.6	27,188,596	War Storm (Red Queen, #4)	Victoria Aveyard	3.8	Good	Tier_2	false	25	Moderate	5	1	16	true	4	Series	false	false	Low
2,577	84.6	8,525,590	Wither (The Chemical Garden, #1)	Lauren DeStefano	3.8	Good	Tier_2	false	32	Moderate	5	1	16	true	1	Series	false	false	Low
2,578	84.7	4,241,335	A Game Of Hide And Seek	Elizabeth Taylor	3.79	Good	Tier_2	false	23	Moderate	6	1	16	false	null	Standard	false	false	Low
2,579	84.7	110,077	A Pair of Blue Eyes	Thomas Hardy	3.79	Good	Tier_2	false	19	Simple	5	1	12	false	null	Standard	false	false	Low
2,580	84.7	219,920	Black Robe	Brian Moore	3.79	Good	Tier_2	false	10	Simple	2	1	11	false	null	Standard	false	false	Low
2,581	84.8	10,439,221	Claimed (Brides of the Kindred, #1)	Evangeline Anderson	3.79	Good	Tier_2	false	35	Moderate	6	1	19	true	1	Series	false	false	Low
2,582	84.8	432,342	Diary of a Drug Fiend	Aleister Crowley	3.79	Good	Tier_2	false	21	Moderate	5	1	16	false	null	Standard	false	false	Low
2,583	84.8	49,051	Do What You Are : Discover the Perfect Career for You Through the Secrets of Personality Type	Paul D. Tieger	3.79	Good	Tier_2	false	93	Very Complex	17	1	14	false	null	Subtitle	true	true	Low
2,584	84.9	125,571	Escape from the Carnival of Horrors (Give Yourself Goosebumps, #1)	R.L. Stine	3.79	Good	Tier_2	false	66	Very Complex	10	1	10	true	1	Series	false	false	Low
2,585	84.9	43,884,209	Get a Life, Chloe Brown (The Brown Sisters, #1)	Talia Hibbert	3.79	Good	Tier_2	false	47	Complex	9	1	13	true	1	Series	false	false	Low
2,586	84.9	28,091,259	Give It Back	Danielle Esplin	3.79	Good	Tier_2	false	12	Simple	3	1	15	false	null	Standard	false	false	Low
2,587	85	50	Hatchet (Brian's Saga, #1)	Gary Paulsen	3.79	Good	Tier_2	false	26	Moderate	4	1	12	true	1	Series	false	false	Low
2,588	85	35,120,549	I Am Not a Serial Killer (John Cleaver, #1)	Dan Wells	3.79	Good	Tier_2	false	43	Complex	9	1	9	true	1	Series	false	false	Low
2,589	85	15,835,031	If He Had Been With Me (If He Had Been with Me, #1)	Laura Nowlin	3.79	Good	Tier_2	false	51	Complex	13	1	12	true	1	Series	false	false	Low
2,590	85.1	31,180,248	Leah on the Offbeat (Simonverse, #3)	Becky Albertalli	3.79	Good	Tier_2	false	36	Moderate	6	1	16	true	3	Series	false	false	Low
2,591	85.1	33,258,453	Lie to Me	J.T. Ellison	3.79	Good	Tier_2	false	9	Simple	3	1	12	false	null	Standard	false	false	Low
2,592	85.1	113,429	No One Belongs Here More Than You	Miranda July	3.79	Good	Tier_2	false	33	Moderate	7	1	12	false	null	Standard	false	false	Low
2,593	85.2	144,113	Sons of the Oak (Runelords, #5)	David Farland	3.79	Good	Tier_2	false	31	Moderate	6	1	13	true	5	Series	false	false	Low
2,594	85.2	92,508	The Bridge of San Luis Rey	Thornton Wilder	3.79	Good	Tier_2	false	26	Moderate	6	1	15	false	null	Standard	false	false	Low
2,595	85.2	42,779,092	The Chain	Adrian McKinty	3.79	Good	Tier_2	false	9	Simple	2	1	14	false	null	Standard	false	false	Low
2,596	85.3	863,118	The Chatham School Affair	Thomas H. Cook	3.79	Good	Tier_2	false	25	Moderate	4	1	14	false	null	Standard	false	true	Low
2,597	85.3	6,931,356	The DUFF: Designated Ugly Fat Friend (Hamilton High, #1)	Kody Keplinger	3.79	Good	Tier_2	false	56	Complex	9	1	14	true	1	Series_Subtitle	true	false	Low
2,598	85.3	17,283,924	The Earth Girl and Queen Eliza	C.C. Alma	3.79	Good	Tier_2	false	30	Moderate	6	1	9	false	null	Standard	false	false	Low
2,599	85.4	50,892,288	The Hollow Places	T. Kingfisher	3.79	Good	Tier_2	false	17	Simple	3	1	13	false	null	Standard	false	false	Low
2,600	85.4	112,683	The Last King of Scotland	Giles Foden	3.79	Good	Tier_2	false	25	Moderate	5	1	11	false	null	Standard	false	false	Low

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