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
2,001	65.7	60,871,061	The Witches of Scotland (The Dream Dancers: Akashic Chronicles, #1)	Steven P. Aitchison	3.96	Good	Tier_4	false	67	Very Complex	10	1	19	true	1	Series_Subtitle	true	true	Below Average
2,002	65.7	40,700,060	The Woodsman (Enchanted Lovers, #1)	Belle Scarlett	3.96	Good	Tier_4	false	35	Moderate	5	1	14	true	1	Series	false	false	Below Average
2,003	65.8	16,683	Tunnel in the Sky	Robert A. Heinlein	3.96	Good	Tier_4	false	17	Simple	4	1	18	false	null	Standard	false	true	Below Average
2,004	65.8	33,555	What Dreams May Come	Richard Matheson	3.96	Good	Tier_4	false	20	Simple	4	1	16	false	null	Standard	false	false	Below Average
2,005	65.8	56,159,700	Життя деінде	Milan Kundera	3.96	Good	Tier_4	false	12	Simple	2	1	13	false	null	Standard	false	false	Below Average
2,006	65.9	29,204	A Certain Justice (Adam Dalgliesh, #10)	P.D. James	3.95	Good	Tier_4	false	39	Moderate	6	1	10	true	10	Series	false	false	Below Average
2,007	65.9	2,549	A Tear and a Smile	Kahlil Gibran	3.95	Good	Tier_4	false	18	Simple	5	1	13	false	null	Standard	false	false	Below Average
2,008	65.9	18,172,465	A World Without Princes (The School for Good and Evil, #2)	Soman Chainani	3.95	Good	Tier_4	false	58	Complex	11	1	14	true	2	Series	false	false	Below Average
2,009	66	11,650	American Pastoral	Philip Roth	3.95	Good	Tier_4	false	17	Simple	2	1	11	false	null	Standard	false	false	Below Average
2,010	66	960	Angels & Demons (Robert Langdon, #1)	Dan Brown	3.95	Good	Tier_4	false	36	Moderate	6	1	12	true	1	Series	false	false	Below Average
2,011	66	37,732	Are You There God? It’s Me, Margaret	Judy Blume	3.95	Good	Tier_4	false	36	Moderate	7	1	10	false	null	Standard	false	false	Below Average
2,012	66.1	373,399	Beyond the Blue Event Horizon (Heechee Saga, #2)	Frederik Pohl	3.95	Good	Tier_4	false	48	Complex	8	1	13	true	2	Series	false	false	Below Average
2,013	66.1	51,019	Cat’s Eye	Margaret Atwood	3.95	Good	Tier_4	false	9	Simple	2	1	15	false	null	Standard	false	false	Below Average
2,014	66.1	23,303,386	Damascus Cover	Howard Kaplan	3.95	Good	Tier_4	false	14	Simple	2	1	13	false	null	Standard	false	false	Below Average
2,015	66.2	811,970	Euthyphro	Plato	3.95	Good	Tier_4	false	9	Simple	1	1	5	false	null	Standard	false	false	Below Average
2,016	66.2	58,735,075	Find Your People: Building Deep Community in a Lonely World	Jennie Allen	3.95	Good	Tier_4	false	59	Complex	10	1	12	false	null	Subtitle	true	false	Below Average
2,017	66.2	386,724	Grand Opening	Jon Hassler	3.95	Good	Tier_4	false	13	Simple	2	1	11	false	null	Standard	false	false	Below Average
2,018	66.3	225,038	Half Magic (Tales of Magic, #1)	Edward Eager	3.95	Good	Tier_4	false	31	Moderate	6	1	12	true	1	Series	false	false	Below Average
2,019	66.3	34,914,739	I Am Watching You	Teresa Driscoll	3.95	Good	Tier_4	false	17	Simple	4	1	15	false	null	Standard	false	false	Below Average
2,020	66.3	1,022,657	Ingo	Helen Dunmore	3.95	Good	Tier_4	false	4	Simple	1	1	13	false	null	Standard	false	false	Below Average
2,021	66.4	13,445,306	Let the Sky Fall (Sky Fall, #1)	Shannon Messenger	3.95	Good	Tier_4	false	31	Moderate	7	1	17	true	1	Series	false	false	Below Average
2,022	66.4	20,575,411	Lila (Gilead, #3)	Marilynne Robinson	3.95	Good	Tier_4	false	17	Simple	3	1	18	true	3	Series	false	false	Below Average
2,023	66.4	39,092,290	Lost Horizon	James Hilton	3.95	Good	Tier_4	false	12	Simple	2	1	12	false	null	Standard	false	false	Below Average
2,024	66.5	32,075,854	Magpie Murders (Susan Ryeland, #1)	Anthony Horowitz	3.95	Good	Tier_4	false	34	Moderate	5	1	16	true	1	Series	false	false	Below Average
2,025	66.5	1,512,001	Mannen som log (Wallander, #4)	Henning Mankell	3.95	Good	Tier_4	false	30	Moderate	5	1	15	true	4	Series	false	false	Below Average
2,026	66.5	151,370	Many Waters (Time Quintet, #4)	Madeleine L'Engle	3.95	Good	Tier_4	false	30	Moderate	5	1	17	true	4	Series	false	false	Below Average
2,027	66.6	752,900	Medea	Euripides	3.95	Good	Tier_4	false	5	Simple	1	1	9	false	null	Standard	false	false	Below Average
2,028	66.6	10,588	Nightmares and Dreamscapes	Stephen King	3.95	Good	Tier_4	false	26	Moderate	3	1	19	false	null	Standard	false	false	Below Average
2,029	66.6	194,746	No Longer Human	Osamu Dazai	3.95	Good	Tier_4	false	15	Simple	3	1	11	false	null	Standard	false	false	Below Average
2,030	66.7	531,146	One: A Novel	Richard Bach	3.95	Good	Tier_4	false	12	Simple	3	1	12	false	null	Subtitle	true	false	Below Average
2,031	66.7	32,435	Phantoms	Dean Koontz	3.95	Good	Tier_4	false	8	Simple	1	1	11	false	null	Standard	false	false	Below Average
2,032	66.7	33,911,349	Prairie Fires: The American Dreams of Laura Ingalls Wilder	Caroline Fraser	3.95	Good	Tier_4	false	58	Complex	9	1	15	false	null	Subtitle	true	false	Below Average
2,033	66.8	29,939,048	Roar (Stormheart, #1)	Cora Carmack	3.95	Good	Tier_4	false	21	Moderate	3	1	12	true	1	Series	false	false	Below Average
2,034	66.8	835,204	Rum Punch (Ordell Robbie & Louis Gara #2)	Elmore Leonard	3.95	Good	Tier_4	false	41	Complex	8	1	14	true	2	Series	false	false	Below Average
2,035	66.8	2,659,997	Stolen Innocence: My Story of Growing Up in a Polygamist Sect, Becoming a Teenage Bride, and Breaking Free of Warren Jeffs	Elissa Wall	3.95	Good	Tier_4	false	122	Very Complex	21	1	11	false	null	Subtitle	true	false	Below Average
2,036	66.9	22,079,615	The Assistant	Elle Brace	3.95	Good	Tier_4	false	13	Simple	2	1	10	false	null	Standard	false	false	Below Average
2,037	66.9	17,235,026	The Girl with All the Gifts (The Girl With All the Gifts, #1)	M.R. Carey	3.95	Good	Tier_4	false	61	Very Complex	13	1	10	true	1	Series	false	false	Below Average
2,038	66.9	312,260	The History Boys	Alan Bennett	3.95	Good	Tier_4	false	16	Simple	3	1	12	false	null	Standard	false	false	Below Average
2,039	67	786,182	The Mad Man	Samuel R. Delany	3.95	Good	Tier_4	false	11	Simple	3	1	16	false	null	Standard	false	true	Below Average
2,040	67	510,605	The Mystery of the Screaming Clock (Alfred Hitchcock and The Three Investigators, #9)	Robert Arthur	3.95	Good	Tier_4	false	85	Very Complex	13	1	13	true	9	Series	false	false	Below Average
2,041	67	65,641	The Silver Chair (Chronicles of Narnia, #4)	C.S. Lewis	3.95	Good	Tier_4	false	43	Complex	7	1	10	true	4	Series	false	false	Below Average
2,042	67.1	35,743	The Tin Drum	Günter Grass	3.95	Good	Tier_4	false	12	Simple	3	1	12	false	null	Standard	false	false	Below Average
2,043	67.1	438,492	The Wide Window (A Series of Unfortunate Events, #3)	Lemony Snicket	3.95	Good	Tier_4	false	52	Complex	9	1	14	true	3	Series	false	false	Below Average
2,044	67.1	790,341	Touch the Devil (Liam Devlin, #2)	Jack Higgins	3.95	Good	Tier_4	false	33	Moderate	6	1	12	true	2	Series	false	false	Below Average
2,045	67.2	11,028,964	نصف ميت دفن حيًا	حسن الجندي	3.95	Good	Tier_4	false	16	Simple	4	1	10	false	null	Standard	false	false	Below Average
2,046	67.2	216,512	August 1914 (The Red Wheel, #1)	Aleksandr Solzhenitsyn	3.94	Good	Tier_4	false	31	Moderate	6	1	22	true	1	Series	false	false	Below Average
2,047	67.2	427,920	Chicken Soup for the Teenage Soul: 101 Stories of Life, Love and Learning	Jack Canfield	3.94	Good	Tier_4	false	73	Very Complex	13	1	13	false	null	Subtitle	true	false	Below Average
2,048	67.3	23,995,231	Circling the Sun	Paula McLain	3.94	Good	Tier_4	false	16	Simple	3	1	12	false	null	Standard	false	false	Below Average
2,049	67.3	25,673	City of God	Augustine of Hippo	3.94	Good	Tier_4	false	11	Simple	3	1	18	false	null	Standard	false	true	Below Average
2,050	67.3	16,200	Ella Minnow Pea: A Novel in Letters	Mark Dunn	3.94	Good	Tier_4	false	35	Moderate	7	1	9	false	null	Subtitle	true	false	Below Average
2,051	67.4	22,489,107	Fairest (The Lunar Chronicles, #3.5)	Marissa Meyer	3.94	Good	Tier_4	false	36	Moderate	5	1	13	false	3	Standard	false	false	Below Average
2,052	67.4	563,458	Fallen Hearts (Casteel, #3)	V.C. Andrews	3.94	Good	Tier_4	false	27	Moderate	4	1	12	true	3	Series	false	false	Below Average
2,053	67.4	16,068,905	Fangirl	Rainbow Rowell	3.94	Good	Tier_4	false	7	Simple	1	1	14	false	null	Standard	false	false	Below Average
2,054	67.5	58,763,686	Haunting Adeline (Cat and Mouse, #1)	H.D. Carlton	3.94	Good	Tier_4	false	36	Moderate	6	1	12	true	1	Series	false	false	Below Average
2,055	67.5	261,243	History of the Peloponnesian War	Thucydides	3.94	Good	Tier_4	false	32	Moderate	5	1	10	false	null	Standard	false	false	Below Average
2,056	67.5	12,033,455	I've Got Your Number	Sophie Kinsella	3.94	Good	Tier_4	false	20	Simple	4	1	15	false	null	Standard	false	false	Below Average
2,057	67.6	643,962	L is for Lawless (Kinsey Millhone, #12)	Sue Grafton	3.94	Good	Tier_4	false	39	Moderate	7	1	11	true	12	Series	false	false	Below Average
2,058	67.6	573,817	Lady of the Light (Auriane #2)	Donna Gillespie	3.94	Good	Tier_4	false	30	Moderate	6	1	15	true	2	Series	false	false	Below Average
2,059	67.6	40,175,491	Lights on the Sea	Miquel Reina	3.94	Good	Tier_4	false	17	Simple	4	1	12	false	null	Standard	false	false	Below Average
2,060	67.7	35,215,900	Loyalty and Deceit	Beanie Sigel	3.94	Good	Tier_4	false	18	Simple	3	1	12	false	null	Standard	false	false	Below Average
2,061	67.7	17,157	Marie Antoinette: The Journey	Antonia Fraser	3.94	Good	Tier_4	false	29	Moderate	4	1	14	false	null	Subtitle	true	false	Below Average
2,062	67.7	3,824,280	Max's First Word	Rosemary Wells	3.94	Good	Tier_4	false	16	Simple	3	1	14	false	null	Standard	false	false	Below Average
2,063	67.8	156,569	Only You (Only, #3)	Elizabeth Lowell	3.94	Good	Tier_4	false	19	Simple	4	1	16	true	3	Series	false	false	Below Average
2,064	67.8	133,394	Our Man in Havana	Graham Greene	3.94	Good	Tier_4	false	17	Simple	4	1	13	false	null	Standard	false	false	Below Average
2,065	67.8	25,365	Out	Natsuo Kirino	3.94	Good	Tier_4	false	3	Simple	1	1	13	false	null	Standard	false	false	Below Average
2,066	67.8	219,289,377	Play It Off (Kings of Campus, #2)	Monica Murphy	3.94	Good	Tier_4	false	33	Moderate	7	1	14	true	2	Series	false	false	Below Average
2,067	67.9	37,884,491	Priest of Bones (War for the Rose Throne, #1)	Peter McLean	3.94	Good	Tier_4	false	45	Complex	9	1	12	true	1	Series	false	false	Below Average
2,068	67.9	21,965,842	Procythian Reign	T. Allen Diaz	3.94	Good	Tier_4	false	16	Simple	2	1	13	false	null	Standard	false	true	Below Average
2,069	67.9	297,593	Prometheus Bound	Aeschylus	3.94	Good	Tier_4	false	16	Simple	2	1	9	false	null	Standard	false	false	Below Average
2,070	68	62,956,745	Secrets II (Secrets, #2)	Julie Mannino	3.94	Good	Tier_4	false	24	Moderate	4	1	13	true	2	Series	false	false	Below Average
2,071	68	3,899,465	Sent (The Missing, #2)	Margaret Peterson Haddix	3.94	Good	Tier_4	false	22	Moderate	4	1	24	true	2	Series	false	true	Below Average
2,072	68	19,549,841	Seraphina (Seraphina, #1)	Rachel Hartman	3.94	Good	Tier_4	false	25	Moderate	3	1	14	true	1	Series	false	false	Below Average
2,073	68.1	40,411,206	Talking as Fast as I Can: From Gilmore Girls to Gilmore Girls	Lauren Graham	3.94	Good	Tier_4	false	61	Very Complex	12	1	13	false	null	Subtitle	true	false	Below Average
2,074	68.1	5,196	Tara Road	Maeve Binchy	3.94	Good	Tier_4	false	9	Simple	2	1	12	false	null	Standard	false	false	Below Average
2,075	68.1	33,843,251	The Afterlife of Holly Chase	Cynthia Hand	3.94	Good	Tier_4	false	28	Moderate	5	1	12	false	null	Standard	false	false	Below Average
2,076	68.2	36,204,378	The Book of Why: The New Science of Cause and Effect	Judea Pearl	3.94	Good	Tier_4	false	52	Complex	11	1	11	false	null	Subtitle	true	false	Below Average
2,077	68.2	2,850,734	The Cabinet of Wonders (The Kronos Chronicles, #1)	Marie Rutkoski	3.94	Good	Tier_4	false	50	Complex	8	1	14	true	1	Series	false	false	Below Average
2,078	68.2	7,728,889	The Diviners (The Diviners, #1)	Libba Bray	3.94	Good	Tier_4	false	31	Moderate	5	1	10	true	1	Series	false	false	Below Average
2,079	68.3	683,282	The Old Man and Mr. Smith: A Fable	Peter Ustinov	3.94	Good	Tier_4	false	34	Moderate	8	1	13	false	null	Subtitle	true	false	Below Average
2,080	68.3	130,515	The Old Patagonian Express: By Train Through the Americas	Paul Theroux	3.94	Good	Tier_4	false	57	Complex	9	1	12	false	null	Subtitle	true	false	Below Average
2,081	68.3	363,780	The Pillars of the World (Tir Alainn, #1)	Anne Bishop	3.94	Good	Tier_4	false	41	Complex	8	1	11	true	1	Series	false	false	Below Average
2,082	68.4	221,267	The Umbrella Conspiracy (Resident Evil, #1)	S.D. Perry	3.94	Good	Tier_4	false	43	Complex	6	1	10	true	1	Series	false	false	Below Average
2,083	68.4	213,647	The Warrior Heir (The Heir Chronicles, #1)	Cinda Williams Chima	3.94	Good	Tier_4	false	42	Complex	7	1	20	true	1	Series	false	true	Below Average
2,084	68.4	49,838	Titan (Gaea, #1)	John Varley	3.94	Good	Tier_4	false	16	Simple	3	1	11	true	1	Series	false	false	Below Average
2,085	68.5	63,241,104	Tom Lake	Ann Patchett	3.94	Good	Tier_4	false	8	Simple	2	1	12	false	null	Standard	false	false	Below Average
2,086	68.5	5,067	Triple	Ken Follett	3.94	Good	Tier_4	false	6	Simple	1	1	11	false	null	Standard	false	false	Below Average
2,087	68.5	2,866,718	Untamed (House of Night, #4)	P.C. Cast	3.94	Good	Tier_4	false	28	Moderate	5	1	9	true	4	Series	false	false	Below Average
2,088	68.6	207,611,566	Witchcraft for Wayward Girls	Grady Hendrix	3.94	Good	Tier_4	false	28	Moderate	4	1	13	false	null	Standard	false	false	Below Average
2,089	68.6	834,378	A Pocket Full of Rye (Miss Marple, #6)	Agatha Christie	3.93	Good	Tier_3	false	39	Moderate	8	1	15	true	6	Series	false	false	Below Average
2,090	68.6	7,285,498	Angelfire (Angelfire, #1)	Courtney Allison Moulton	3.93	Good	Tier_3	false	25	Moderate	3	1	24	true	1	Series	false	true	Below Average
2,091	68.7	2,530	Baltasar and Blimunda	José Saramago	3.93	Good	Tier_3	false	21	Moderate	3	1	13	false	null	Standard	false	false	Below Average
2,092	68.7	69,882	Billiards at Half-Past Nine	Heinrich Böll	3.93	Good	Tier_3	false	27	Moderate	4	1	13	false	null	Standard	false	false	Below Average
2,093	68.7	86,737	City of Masks (Stravaganza, #1)	Mary Hoffman	3.93	Good	Tier_3	false	31	Moderate	5	1	12	true	1	Series	false	false	Below Average
2,094	68.8	6,150	Cry, the Beloved Country	Alan Paton	3.93	Good	Tier_3	false	24	Moderate	4	1	10	false	null	Standard	false	false	Below Average
2,095	68.8	13,568,310	Dark Heirloom (Ema Marx #1)	J.D. Brown	3.93	Good	Tier_3	false	27	Moderate	5	1	11	true	1	Series	false	false	Below Average
2,096	68.8	187,807	Fear as a Way of Life	Linda Green	3.93	Good	Tier_3	false	21	Moderate	6	1	12	false	null	Standard	false	false	Below Average
2,097	68.9	781,110	Fever 1793	Laurie Halse Anderson	3.93	Good	Tier_3	false	10	Simple	2	1	21	false	null	Standard	false	true	Below Average
2,098	68.9	748,877	Forty Fathom Bank	Les Galloway	3.93	Good	Tier_3	false	17	Simple	3	1	12	false	null	Standard	false	false	Below Average
2,099	68.9	2,865	Girl with a Pearl Earring	Tracy Chevalier	3.93	Good	Tier_3	false	25	Moderate	5	1	15	false	null	Standard	false	false	Below Average
2,100	69	55,428	Goodbye to All That	Robert Graves	3.93	Good	Tier_3	false	19	Simple	4	1	13	false	null	Standard	false	false	Below Average

Subsets and Splits

No community queries yet

The top public SQL queries from the community will appear here once available.