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
1,501	49.3	156,534	Y: The Last Man, Vol. 1: Unmanned	Brian K. Vaughan	4.08	Excellent	Tier_6	true	33	Moderate	7	1	16	false	null	Subtitle	true	true	Average
1,502	49.3	11,459,786	Ο άνθρωπος που έγινε Θεός	Gerald Messadié	4.08	Excellent	Tier_6	true	25	Moderate	5	1	15	false	null	Standard	false	false	Average
1,503	49.4	13,890	A Crown of Swords (The Wheel of Time, #7)	Robert Jordan	4.07	Excellent	Tier_5	true	41	Complex	9	1	13	true	7	Series	false	false	Average
1,504	49.4	328,766	A Kestrel for a Knave	Barry Hines	4.07	Excellent	Tier_5	true	21	Moderate	5	1	11	false	null	Standard	false	false	Average
1,505	49.4	915,070	A Rare Benedictine (Chronicles of Brother Cadfael, #0.5)	Ellis Peters	4.07	Excellent	Tier_5	true	56	Complex	8	1	12	false	0	Standard	false	false	Average
1,506	49.5	77,276	A Swiftly Tilting Planet (Time Quintet, #3)	Madeleine L'Engle	4.07	Excellent	Tier_5	true	43	Complex	7	1	17	true	3	Series	false	false	Average
1,507	49.5	232,123	All That Remains (Kay Scarpetta, #3)	Patricia Cornwell	4.07	Excellent	Tier_5	true	36	Moderate	6	1	17	true	3	Series	false	false	Average
1,508	49.5	361,487	Becoming Naomi León	Pam Muñoz Ryan	4.07	Excellent	Tier_5	true	19	Simple	3	1	14	false	null	Standard	false	true	Average
1,509	49.6	6,371,117	Betrayals (Strange Angels, #2)	Lili St. Crow	4.07	Excellent	Tier_5	true	30	Moderate	4	1	13	true	2	Series	false	true	Average
1,510	49.6	6,667	Boy: Tales of Childhood (Roald Dahl's Autobiography, #1)	Roald Dahl	4.07	Excellent	Tier_5	true	56	Complex	8	1	10	true	1	Series_Subtitle	true	false	Average
1,511	49.6	256,683	City of Bones (The Mortal Instruments, #1)	Cassandra Clare	4.07	Excellent	Tier_5	true	42	Complex	7	1	15	true	1	Series	false	false	Average
1,512	49.7	6,752,378	City of Fallen Angels (The Mortal Instruments, #4)	Cassandra Clare	4.07	Excellent	Tier_5	true	50	Complex	8	1	15	true	4	Series	false	false	Average
1,513	49.7	48,119	Coyote Waits (Leaphorn & Chee, #10)	Tony Hillerman	4.07	Excellent	Tier_5	true	35	Moderate	6	1	14	true	10	Series	false	false	Average
1,514	49.7	79,917	Crowds and Power	Elias Canetti	4.07	Excellent	Tier_5	true	16	Simple	3	1	13	false	null	Standard	false	false	Average
1,515	49.8	1,691,271	Dina's Book	Herbjørg Wassmo	4.07	Excellent	Tier_5	true	11	Simple	2	1	15	false	null	Standard	false	false	Average
1,516	49.8	16,056,408	Easy (Contours of the Heart, #1)	Tammara Webber	4.07	Excellent	Tier_5	true	32	Moderate	6	1	14	true	1	Series	false	false	Average
1,517	49.8	29,582	Foundation and Earth (Foundation, #5)	Isaac Asimov	4.07	Excellent	Tier_5	true	37	Moderate	5	1	12	true	5	Series	false	false	Average
1,518	49.9	13,153,693	Ghettoside: A True Story of Murder in America	Jill Leovy	4.07	Excellent	Tier_5	true	45	Complex	8	1	10	false	null	Subtitle	true	false	Average
1,519	49.9	25,937,741	Half a Lifelong Romance	Eileen Chang	4.07	Excellent	Tier_5	true	23	Moderate	4	1	12	false	null	Standard	false	false	Average
1,520	49.9	843,846	Heart of the Wilderness (Women of the West, #8)	Janette Oke	4.07	Excellent	Tier_5	true	47	Complex	9	1	11	true	8	Series	false	false	Average
1,521	50	18,047,306	House of Blades (Traveler's Gate, #1)	Will Wight	4.07	Excellent	Tier_5	true	37	Moderate	6	1	10	true	1	Series	false	false	Average
1,522	50	14,554	If Tomorrow Comes (Tracy Whitney, #1)	Sidney Sheldon	4.07	Excellent	Tier_5	true	37	Moderate	6	1	14	true	1	Series	false	false	Average
1,523	50	187,753	Inside the Shadow City (Kiki Strike, #1)	Kirsten Miller	4.07	Excellent	Tier_5	true	40	Moderate	7	1	14	true	1	Series	false	false	Average
1,524	50	15,818,362	Into the Darkest Corner	Elizabeth Haynes	4.07	Excellent	Tier_5	true	23	Moderate	4	1	16	false	null	Standard	false	false	Average
1,525	50.1	58,946,139	Last Seen in Lapaz (Emma Djan Investigation #3)	Kwei Quartey	4.07	Excellent	Tier_5	true	47	Complex	8	1	12	true	3	Series	false	false	Average
1,526	50.1	11,752	Lost in the City	Edward P. Jones	4.07	Excellent	Tier_5	true	16	Simple	4	1	15	false	null	Standard	false	true	Average
1,527	50.1	31,845,516	Love Warrior	Glennon Doyle Melton	4.07	Excellent	Tier_5	true	12	Simple	2	1	20	false	null	Standard	false	true	Average
1,528	50.2	23,604,559	My Grandmother Asked Me to Tell You She's Sorry	Fredrik Backman	4.07	Excellent	Tier_5	true	47	Complex	9	1	15	false	null	Standard	false	false	Average
1,529	50.2	187,065	New Spring (The Wheel of Time, #0)	Robert Jordan	4.07	Excellent	Tier_5	true	34	Moderate	7	1	13	true	0	Series	false	false	Average
1,530	50.2	43,522,585	Old Bones (Nora Kelly, #1)	Douglas Preston	4.07	Excellent	Tier_5	true	26	Moderate	5	1	15	true	1	Series	false	false	Average
1,531	50.3	402,128	Old Possum's Book of Practical Cats	T.S. Eliot	4.07	Excellent	Tier_5	true	35	Moderate	6	1	10	false	null	Standard	false	false	Average
1,532	50.3	7,839,024	Seer of Sevenwaters (Sevenwaters, #5)	Juliet Marillier	4.07	Excellent	Tier_5	true	37	Moderate	5	1	16	true	5	Series	false	false	Average
1,533	50.3	187,747	Small Craft Warnings: Stories (Western Literature and Fiction Series)	Kate Braverman	4.07	Excellent	Tier_5	true	69	Very Complex	9	1	14	false	null	Subtitle	true	false	Average
1,534	50.4	13,152	The Angel Experiment (Maximum Ride, #1)	James Patterson	4.07	Excellent	Tier_5	true	39	Moderate	6	1	16	true	1	Series	false	false	Average
1,535	50.4	6,539	The Body Farm (Kay Scarpetta, #5)	Patricia Cornwell	4.07	Excellent	Tier_5	true	33	Moderate	6	1	17	true	5	Series	false	false	Average
1,536	50.4	7,144,426	The Bourne Objective (Jason Bourne, #8)	Eric Van Lustbader	4.07	Excellent	Tier_5	true	39	Moderate	6	1	18	true	8	Series	false	true	Average
1,537	50.5	558,681	The Bristling Wood (Deverry, #3)	Katharine Kerr	4.07	Excellent	Tier_5	true	32	Moderate	5	1	14	true	3	Series	false	false	Average
1,538	50.5	187,181	The Chosen (Reuven Malter, #1)	Chaim Potok	4.07	Excellent	Tier_5	true	30	Moderate	5	1	11	true	1	Series	false	false	Average
1,539	50.5	28,256,439	The Hidden Life of Trees: What They Feel, How They Communicate: Discoveries from a Secret World	Peter Wohlleben	4.07	Excellent	Tier_5	true	95	Very Complex	16	1	15	false	null	Subtitle	true	false	Average
1,540	50.6	1,375	The Iliad / The Odyssey	Homer	4.07	Excellent	Tier_5	true	23	Moderate	5	1	5	false	null	Standard	false	false	Average
1,541	50.6	365,006	The Oath	Frank E. Peretti	4.07	Excellent	Tier_5	true	8	Simple	2	1	16	false	null	Standard	false	true	Average
1,542	50.6	136,116	The Scarlet Pimpernel	Emmuska Orczy	4.07	Excellent	Tier_5	true	21	Moderate	3	1	13	false	null	Standard	false	false	Average
1,543	50.7	17,165,902	The Song of the Quarkbeast (The Last Dragonslayer, #2)	Jasper Fforde	4.07	Excellent	Tier_5	true	54	Complex	9	1	13	true	2	Series	false	false	Average
1,544	50.7	2,577,088	The Wolves of Paris	Daniel P. Mannix	4.07	Excellent	Tier_5	true	19	Simple	4	1	16	false	null	Standard	false	true	Average
1,545	50.7	6,469,165	What Alice Forgot	Liane Moriarty	4.07	Excellent	Tier_5	true	17	Simple	3	1	14	false	null	Standard	false	false	Average
1,546	50.8	384,355	Wolfblade (Hythrun Chronicles: Wolfblade, #1)	Jennifer Fallon	4.07	Excellent	Tier_5	true	45	Complex	5	1	15	true	1	Series_Subtitle	true	false	Average
1,547	50.8	13,359,067	A Wanted Man (Jack Reacher, #17)	Lee Child	4.06	Excellent	Tier_5	true	32	Moderate	6	1	9	true	17	Series	false	false	Average
1,548	50.8	24,213	Alice’s Adventures in Wonderland / Through the Looking-Glass	Lewis Carroll	4.06	Excellent	Tier_5	true	60	Complex	8	1	13	false	null	Standard	false	false	Average
1,549	50.9	41,742,807	Archibald Finch and the Lost Witches (Archibald Finch #1)	Michel Guyon	4.06	Excellent	Tier_5	true	57	Complex	9	1	12	true	1	Series	false	false	Average
1,550	50.9	3,272,165	Bad Science	Ben Goldacre	4.06	Excellent	Tier_5	true	11	Simple	2	1	12	false	null	Standard	false	false	Average
1,551	50.9	40,940,121	Bridge to Terabithia	Katherine Paterson	4.06	Excellent	Tier_5	true	20	Simple	3	1	18	false	null	Standard	false	false	Average
1,552	51	72,159	Cat on a Hot Tin Roof	Tennessee Williams	4.06	Excellent	Tier_5	true	21	Moderate	6	1	18	false	null	Standard	false	false	Average
1,553	51	56,616	Double Indemnity	James M. Cain	4.06	Excellent	Tier_5	true	16	Simple	2	1	13	false	null	Standard	false	true	Average
1,554	51	14,376	Einstein’s Dreams	Alan Lightman	4.06	Excellent	Tier_5	true	17	Simple	2	1	13	false	null	Standard	false	false	Average
1,555	51.1	46,674	Feeling Good: The New Mood Therapy	David D. Burns	4.06	Excellent	Tier_5	true	34	Moderate	6	1	14	false	null	Subtitle	true	true	Average
1,556	51.1	113,110	First Blood	David Morrell	4.06	Excellent	Tier_5	true	11	Simple	2	1	13	false	null	Standard	false	false	Average
1,557	51.1	49,482,542	Flooded (Beautiful but Strange, #1)	J.J. Sorel	4.06	Excellent	Tier_5	true	35	Moderate	5	1	10	true	1	Series	false	false	Average
1,558	51.2	40,718,726	Genghis Khan and the Making of the Modern World	Jack Weatherford	4.06	Excellent	Tier_5	true	47	Complex	9	1	16	false	null	Standard	false	false	Average
1,559	51.2	17,887,205	Journey to Altmortis	Thaddeus White	4.06	Excellent	Tier_5	true	20	Simple	3	1	14	false	null	Standard	false	false	Average
1,560	51.2	28,246	Last of the Wilds (Age of the Five, #2)	Trudi Canavan	4.06	Excellent	Tier_5	true	39	Moderate	9	1	13	true	2	Series	false	false	Average
1,561	51.3	221,428	Madeline and the Gypsies	Ludwig Bemelmans	4.06	Excellent	Tier_5	true	24	Moderate	4	1	16	false	null	Standard	false	false	Average
1,562	51.3	198,175	Moosewood Restaurant Cooks at Home: Fast and Easy Recipes for Any Day	The Moosewood Collective	4.06	Excellent	Tier_5	true	69	Very Complex	12	1	24	false	null	Subtitle	true	true	Average
1,563	51.3	1,998,880	My Enemy's Cradle	Sara Young	4.06	Excellent	Tier_5	true	17	Simple	3	1	10	false	null	Standard	false	false	Average
1,564	51.4	3,099,787	Night World, No. 1 (Night World, #1-3)	L.J. Smith	4.06	Excellent	Tier_5	true	38	Moderate	7	1	10	false	1	Standard	false	false	Average
1,565	51.4	99,245	Nightfall	Isaac Asimov	4.06	Excellent	Tier_5	true	9	Simple	1	1	12	false	null	Standard	false	false	Average
1,566	51.4	38,787	Pedro Páramo	Juan Rulfo	4.06	Excellent	Tier_5	true	12	Simple	2	1	10	false	null	Standard	false	false	Average
1,567	51.5	12,873,027	Princess of the Silver Woods (The Princesses of Westfalin Trilogy, #3)	Jessica Day George	4.06	Excellent	Tier_5	true	70	Very Complex	11	1	18	true	3	Series	false	true	Average
1,568	51.5	28,789,711	SPQR: A History of Ancient Rome	Mary Beard	4.06	Excellent	Tier_5	true	31	Moderate	6	1	10	false	null	Subtitle	true	false	Average
1,569	51.5	10,982	Selected Short Stories	William Faulkner	4.06	Excellent	Tier_5	true	22	Moderate	3	1	16	false	null	Standard	false	false	Average
1,570	51.6	10,345,937	Shades of Earth (Across the Universe, #3)	Beth Revis	4.06	Excellent	Tier_5	true	41	Complex	7	1	10	true	3	Series	false	false	Average
1,571	51.6	27,333	Silent Spring	Rachel Carson	4.06	Excellent	Tier_5	true	13	Simple	2	1	13	false	null	Standard	false	false	Average
1,572	51.6	513,260	Sword-Singer (Tiger and Del, #2)	Jennifer Roberson	4.06	Excellent	Tier_5	true	32	Moderate	5	1	17	true	2	Series	false	false	Average
1,573	51.7	43,933	Tell No One	Harlan Coben	4.06	Excellent	Tier_5	true	11	Simple	3	1	12	false	null	Standard	false	false	Average
1,574	51.7	40,024	The Alienist (Dr. Laszlo Kreizler, #1)	Caleb Carr	4.06	Excellent	Tier_5	true	38	Moderate	6	1	10	true	1	Series	false	false	Average
1,575	51.7	537,109	The Bastard Prince (Heirs of Saint Camber, #3)	Katherine Kurtz	4.06	Excellent	Tier_5	true	46	Complex	8	1	15	true	3	Series	false	false	Average
1,576	51.8	57,693,429	The Body Code: Unlocking Your Body's Ability to Heal Itself	Bradley Nelson	4.06	Excellent	Tier_5	true	59	Complex	10	1	15	false	null	Subtitle	true	false	Average
1,577	51.8	35,533,431	The Broken Girls	Simone St. James	4.06	Excellent	Tier_5	true	16	Simple	3	1	16	false	null	Standard	false	true	Average
1,578	51.8	498,389	The Devil's Star (Harry Hole, #5)	Jo Nesbø	4.06	Excellent	Tier_5	true	33	Moderate	6	1	8	true	5	Series	false	false	Average
1,579	51.9	13,824	The Doors of His Face, the Lamps of His Mouth	Roger Zelazny	4.06	Excellent	Tier_5	true	45	Complex	10	1	13	false	null	Standard	false	false	Average
1,580	51.9	172,327	The Ersatz Elevator (A Series of Unfortunate Events, #6)	Lemony Snicket	4.06	Excellent	Tier_5	true	56	Complex	9	1	14	true	6	Series	false	false	Average
1,581	51.9	5,358	The Firm	John Grisham	4.06	Excellent	Tier_5	true	8	Simple	2	1	12	false	null	Standard	false	false	Average
1,582	52	13,496,470	The Gate to Women's Country	Sheri S. Tepper	4.06	Excellent	Tier_5	true	27	Moderate	5	1	15	false	null	Standard	false	true	Average
1,583	52	1,063,298	The Gates of the Alamo	Stephen Harrigan	4.06	Excellent	Tier_5	true	22	Moderate	5	1	16	false	null	Standard	false	false	Average
1,584	52	25,619,945	The High House (Evenmere Chronicles #1)	James Stoddard	4.06	Excellent	Tier_5	true	39	Moderate	6	1	14	true	1	Series	false	false	Average
1,585	52.1	26,265,349	The High House (Evenmere Chronicles #1)	James Stoddard	4.06	Excellent	Tier_5	true	39	Moderate	6	1	14	true	1	Series	false	false	Average
1,586	52.1	114,954	The Opal Deception (Artemis Fowl, #4)	Eoin Colfer	4.06	Excellent	Tier_5	true	37	Moderate	6	1	11	true	4	Series	false	false	Average
1,587	52.1	40,651,820	The Shadow Wand (The Black Witch Chronicles, #3)	Laurie Forest	4.06	Excellent	Tier_5	true	48	Complex	8	1	13	true	3	Series	false	false	Average
1,588	52.2	764,165	The Snow Leopard	Peter Matthiessen	4.06	Excellent	Tier_5	true	16	Simple	3	1	17	false	null	Standard	false	false	Average
1,589	52.2	333,867	The Stars My Destination	Alfred Bester	4.06	Excellent	Tier_5	true	24	Moderate	4	1	13	false	null	Standard	false	false	Average
1,590	52.2	43,931	The Woods	Harlan Coben	4.06	Excellent	Tier_5	true	9	Simple	2	1	12	false	null	Standard	false	false	Average
1,591	52.2	14,940	Who's Afraid of Virginia Woolf?	Edward Albee	4.06	Excellent	Tier_5	true	31	Moderate	5	1	12	false	null	Standard	false	false	Average
1,592	52.3	34,311,452	Year One (Chronicles of The One, #1)	Nora Roberts	4.06	Excellent	Tier_5	true	36	Moderate	7	1	12	true	1	Series	false	false	Average
1,593	52.3	3,660,304	آينشتين والنسبية	مصطفى محمود	4.06	Excellent	Tier_5	true	16	Simple	2	1	11	false	null	Standard	false	false	Average
1,594	52.3	100,424	A Book Dragon	Donn Kushner	4.05	Excellent	Tier_5	true	13	Simple	3	1	12	false	null	Standard	false	false	Average
1,595	52.4	409	Against the Day	Thomas Pynchon	4.05	Excellent	Tier_5	true	15	Simple	3	1	14	false	null	Standard	false	false	Average
1,596	52.4	140,075	All Together Dead (Sookie Stackhouse, #7)	Charlaine Harris	4.05	Excellent	Tier_5	true	41	Complex	6	1	16	true	7	Series	false	false	Average
1,597	52.4	2,590,136	Barracoon: The Story of the Last "Black Cargo"	Zora Neale Hurston	4.05	Excellent	Tier_5	true	46	Complex	8	1	18	false	null	Subtitle	true	true	Average
1,598	52.5	76,816	Cadillac Jukebox (Dave Robicheaux, #9)	James Lee Burke	4.05	Excellent	Tier_5	true	38	Moderate	5	1	15	true	9	Series	false	true	Average
1,599	52.5	601,917	Cherokee Thunder (Conard County, #2)	Rachel Lee	4.05	Excellent	Tier_5	true	36	Moderate	5	1	10	true	2	Series	false	false	Average
1,600	52.5	25,362,841	City of the Lost (Rockton, #1)	Kelley Armstrong	4.05	Excellent	Tier_5	true	30	Moderate	6	1	16	true	1	Series	false	false	Average

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