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
1,701	55.9	239,154	Les Justes	Albert Camus	4.03	Excellent	Tier_5	true	10	Simple	2	1	12	false	null	Standard	false	false	Average
1,702	55.9	4,392	Living to Tell the Tale	Gabriel García Márquez	4.03	Excellent	Tier_5	true	23	Moderate	5	1	22	false	null	Standard	false	true	Average
1,703	55.9	117,896	Moscow to the End of the Line	Venedikt Erofeev	4.03	Excellent	Tier_5	true	29	Moderate	7	1	16	false	null	Standard	false	false	Average
1,704	56	29,868,604	My Own Words	Ruth Bader Ginsburg	4.03	Excellent	Tier_5	true	12	Simple	3	1	19	false	null	Standard	false	true	Average
1,705	56	15,814,872	No Easy Day: The Firsthand Account of the Mission That Killed Osama Bin Laden	Mark Owen	4.03	Excellent	Tier_5	true	77	Very Complex	14	1	9	false	null	Subtitle	true	false	Average
1,706	56	12,117	One, No One, and One Hundred Thousand	Luigi Pirandello	4.03	Excellent	Tier_5	true	37	Moderate	7	1	16	false	null	Standard	false	false	Average
1,707	56.1	14,286	Open Secrets	Alice Munro	4.03	Excellent	Tier_5	true	12	Simple	2	1	11	false	null	Standard	false	false	Average
1,708	56.1	9,593,911	Pandemonium (Delirium, #2)	Lauren Oliver	4.03	Excellent	Tier_5	true	26	Moderate	3	1	13	true	2	Series	false	false	Average
1,709	56.1	613,283	Princess: A True Story of Life Behind the Veil in Saudi Arabia	Jean Sasson	4.03	Excellent	Tier_5	true	62	Very Complex	12	1	11	false	null	Subtitle	true	false	Average
1,710	56.2	34,810,320	Sadie	Courtney Summers	4.03	Excellent	Tier_5	true	5	Simple	1	1	16	false	null	Standard	false	false	Average
1,711	56.2	412,935	Secret Fire	Johanna Lindsey	4.03	Excellent	Tier_5	true	11	Simple	2	1	15	false	null	Standard	false	false	Average
1,712	56.2	195,790,861	Service Model	Adrian Tchaikovsky	4.03	Excellent	Tier_5	true	13	Simple	2	1	18	false	null	Standard	false	false	Average
1,713	56.3	253,058	Temple of the Winds (Sword of Truth, #4)	Terry Goodkind	4.03	Excellent	Tier_5	true	40	Moderate	8	1	14	true	4	Series	false	false	Average
1,714	56.3	16,322	The A.B.C. Murders (Hercule Poirot, #13)	Agatha Christie	4.03	Excellent	Tier_5	true	40	Moderate	6	1	15	true	13	Series	false	false	Average
1,715	56.3	329,866	The Dream of a Ridiculous Man	Fyodor Dostoevsky	4.03	Excellent	Tier_5	true	29	Moderate	6	1	17	false	null	Standard	false	false	Average
1,716	56.4	20,706,317	The First Fifteen Lives of Harry August	Claire North	4.03	Excellent	Tier_5	true	39	Moderate	7	1	12	false	null	Standard	false	false	Average
1,717	56.4	39,058	The Gormenghast Novels (Gormenghast, #1-3)	Mervyn Peake	4.03	Excellent	Tier_5	true	42	Complex	5	1	12	false	1	Standard	false	false	Average
1,718	56.4	32,254	The Mephisto Club	Tess Gerritsen	4.03	Excellent	Tier_5	true	17	Simple	3	1	14	false	null	Standard	false	false	Average
1,719	56.5	393,146	The Naming (The Books of Pellinor, #1)	Alison Croggon	4.03	Excellent	Tier_5	true	38	Moderate	7	1	14	true	1	Series	false	false	Average
1,720	56.5	51,169,341	The Night Swim (Rachel Krall, #1)	Megan Goldin	4.03	Excellent	Tier_5	true	33	Moderate	6	1	12	true	1	Series	false	false	Average
1,721	56.5	126,675	The Nine Tailors (Lord Peter Wimsey, #11)	Dorothy L. Sayers	4.03	Excellent	Tier_5	true	41	Complex	7	1	17	true	11	Series	false	true	Average
1,722	56.6	40,034,669	The Octunnumi Fosbit Files Prologue	Trevor Alan Foris	4.03	Excellent	Tier_5	true	35	Moderate	5	1	17	false	null	Standard	false	true	Average
1,723	56.6	10,916	The Pact	Jodi Picoult	4.03	Excellent	Tier_5	true	8	Simple	2	1	12	false	null	Standard	false	false	Average
1,724	56.6	24,192	The Runaway Jury	John Grisham	4.03	Excellent	Tier_5	true	16	Simple	3	1	12	false	null	Standard	false	false	Average
1,725	56.7	119,760	The Seat of the Soul	Gary Zukav	4.03	Excellent	Tier_5	true	20	Simple	5	1	10	false	null	Standard	false	false	Average
1,726	56.7	3,950,967	The Tales of Beedle the Bard (Hogwarts Library, #3)	J.K. Rowling	4.03	Excellent	Tier_5	true	51	Complex	9	1	12	true	3	Series	false	false	Average
1,727	56.7	1,301,803	Theophilus North	Thornton Wilder	4.03	Excellent	Tier_5	true	16	Simple	2	1	15	false	null	Standard	false	false	Average
1,728	56.7	62,022,434	Things We Hide from the Light (Knockemout, #2)	Lucy Score	4.03	Excellent	Tier_5	true	46	Complex	8	1	10	true	2	Series	false	false	Average
1,729	56.8	40,642,172	This Savage Song (Monsters of Verity, #1)	Victoria Schwab	4.03	Excellent	Tier_5	true	41	Complex	7	1	15	true	1	Series	false	false	Average
1,730	56.8	11,966,216	Torn (Trylle, #2)	Amanda Hocking	4.03	Excellent	Tier_5	true	17	Simple	3	1	14	true	2	Series	false	false	Average
1,731	56.8	43,126,457	Trick Mirror: Reflections on Self-Delusion	Jia Tolentino	4.03	Excellent	Tier_5	true	42	Complex	5	1	13	false	null	Subtitle	true	false	Average
1,732	56.9	17,454,163	Trust: Betrayed (Trust Trilogy, #2)	Cristiane Serruya	4.03	Excellent	Tier_5	true	35	Moderate	5	1	17	true	2	Series_Subtitle	true	false	Average
1,733	56.9	18,098,924	Unexpected Metamorphosis (Alissia Roswell: Book One)	Tianna Holley	4.03	Excellent	Tier_5	true	53	Complex	6	1	13	false	null	Subtitle	true	false	Average
1,734	56.9	30,044	Young Men and Fire	Norman Maclean	4.03	Excellent	Tier_5	true	18	Simple	4	1	14	false	null	Standard	false	false	Average
1,735	57	871,294	Z	Vassilis Vassilikos	4.03	Excellent	Tier_5	true	1	Simple	1	1	19	false	null	Standard	false	false	Average
1,736	57	529,075	A Heart So White	Javier Marías	4.02	Excellent	Tier_5	true	16	Simple	4	1	13	false	null	Standard	false	false	Average
1,737	57	530,872	A Kiss of Shadows (Merry Gentry, #1)	Laurell K. Hamilton	4.02	Excellent	Tier_5	true	36	Moderate	7	1	19	true	1	Series	false	true	Average
1,738	57.1	4,631	A Moveable Feast	Ernest Hemingway	4.02	Excellent	Tier_5	true	16	Simple	3	1	16	false	null	Standard	false	false	Average
1,739	57.1	1,241,415	A Stone for Danny Fisher	Harold Robbins	4.02	Excellent	Tier_5	true	24	Moderate	5	1	14	false	null	Standard	false	false	Average
1,740	57.1	215,686	Aurélia and Other Writings	Gérard de Nerval	4.02	Excellent	Tier_5	true	26	Moderate	4	1	16	false	null	Standard	false	true	Average
1,741	57.2	25,579,639	Az	A.A. Bavar	4.02	Excellent	Tier_5	true	2	Simple	1	1	10	false	null	Standard	false	false	Average
1,742	57.2	39,715,777	BEHIND CLOSED DOORS: A Daughter's Story	Daniella Dechristopher	4.02	Excellent	Tier_5	true	39	Moderate	6	1	22	false	null	Subtitle	true	false	Average
1,743	57.2	997,335	Beau Geste (Beau Geste #1)	P.C. Wren	4.02	Excellent	Tier_5	true	26	Moderate	5	1	9	true	1	Series	false	false	Average
1,744	57.3	1,627	Brokeback Mountain	Annie Proulx	4.02	Excellent	Tier_5	true	18	Simple	2	1	12	false	null	Standard	false	false	Average
1,745	57.3	983,069	Conqueror of the World: The Life of Chingis-khan	René Grousset	4.02	Excellent	Tier_5	true	48	Complex	8	1	13	false	null	Subtitle	true	false	Average
1,746	57.3	22,200	Count Zero (Sprawl, #2)	William Gibson	4.02	Excellent	Tier_5	true	23	Moderate	4	1	14	true	2	Series	false	false	Average
1,747	57.4	29,860,848	Dawn of Procyon	Mark R. Healy	4.02	Excellent	Tier_5	true	15	Simple	3	1	13	false	null	Standard	false	true	Average
1,748	57.4	17,245	Dracula	Bram Stoker	4.02	Excellent	Tier_5	true	7	Simple	1	1	11	false	null	Standard	false	false	Average
1,749	57.4	24,337	Ella Enchanted (Ella Enchanted, #1)	Gail Carson Levine	4.02	Excellent	Tier_5	true	35	Moderate	5	1	18	true	1	Series	false	true	Average
1,750	57.5	41,967	Evening Class	Maeve Binchy	4.02	Excellent	Tier_5	true	13	Simple	2	1	12	false	null	Standard	false	false	Average
1,751	57.5	182,496	Evergreen (Werner Family Saga, #1)	Belva Plain	4.02	Excellent	Tier_5	true	34	Moderate	5	1	11	true	1	Series	false	false	Average
1,752	57.5	39,330,961	Fantastic Beasts: The Crimes of Grindelwald: The Original Screenplay (Fantastic Beasts: The Original Screenplay, #2)	J.K. Rowling	4.02	Excellent	Tier_5	true	116	Very Complex	15	1	12	true	2	Series_Subtitle	true	false	Average
1,753	57.6	299,084	Goblin Quest (Jig the Goblin, #1)	Jim C. Hines	4.02	Excellent	Tier_5	true	33	Moderate	6	1	12	true	1	Series	false	true	Average
1,754	57.6	51,595	Guide	Dennis Cooper	4.02	Excellent	Tier_5	true	5	Simple	1	1	13	false	null	Standard	false	false	Average
1,755	57.6	3,047,848	Heartless (Pretty Little Liars, #7)	Sara Shepard	4.02	Excellent	Tier_5	true	35	Moderate	5	1	12	true	7	Series	false	false	Average
1,756	57.7	1,845	Into the Wild	Jon Krakauer	4.02	Excellent	Tier_5	true	13	Simple	3	1	12	false	null	Standard	false	false	Average
1,757	57.7	153,008	Kushiel's Dart (Phèdre's Trilogy, #1)	Jacqueline Carey	4.02	Excellent	Tier_5	true	37	Moderate	5	1	16	true	1	Series	false	false	Average
1,758	57.7	8,017,244	Lord of the White Hell, Book 1 (The Cadeleonian Series, #1)	Ginn Hale	4.02	Excellent	Tier_5	true	59	Complex	11	1	9	true	1	Series	false	false	Average
1,759	57.8	14,495,404	Past, Present, and Promises	Patricia H. Graham	4.02	Excellent	Tier_5	true	27	Moderate	4	1	18	false	null	Standard	false	true	Average
1,760	57.8	355,916	Physik (Septimus Heap, #3)	Angie Sage	4.02	Excellent	Tier_5	true	26	Moderate	4	1	10	true	3	Series	false	false	Average
1,761	57.8	105,574	Scandal in Spring (Wallflowers, #4)	Lisa Kleypas	4.02	Excellent	Tier_5	true	35	Moderate	5	1	12	true	4	Series	false	false	Average
1,762	57.9	4,728,979	Silent on the Moor (Lady Julia Grey, #3)	Deanna Raybourn	4.02	Excellent	Tier_5	true	40	Moderate	8	1	15	true	3	Series	false	false	Average
1,763	57.9	10,213,367	Something Like Summer (Something Like, #1)	Jay Bell	4.02	Excellent	Tier_5	true	42	Complex	6	1	8	true	1	Series	false	false	Average
1,764	57.9	98,807	Subterranean	James Rollins	4.02	Excellent	Tier_5	true	12	Simple	1	1	13	false	null	Standard	false	false	Average
1,765	58	22,929,741	The Argonauts	Maggie Nelson	4.02	Excellent	Tier_5	true	13	Simple	2	1	13	false	null	Standard	false	false	Average
1,766	58	2,917,367	The Bell at Sealey Head	Patricia A. McKillip	4.02	Excellent	Tier_5	true	23	Moderate	5	1	20	false	null	Standard	false	true	Average
1,767	58	815,527	The Fan Man	William Kotzwinkle	4.02	Excellent	Tier_5	true	11	Simple	3	1	18	false	null	Standard	false	false	Average
1,768	58.1	801,180	The Fool's Run (Kidd & LuEllen, #1)	John Camp	4.02	Excellent	Tier_5	true	35	Moderate	7	1	9	true	1	Series	false	false	Average
1,769	58.1	223,666	The General of the Dead Army	Ismail Kadare	4.02	Excellent	Tier_5	true	28	Moderate	6	1	13	false	null	Standard	false	false	Average
1,770	58.1	29,283,884	The Gentleman's Guide to Vice and Virtue (Montague Siblings, #1)	Mackenzi Lee	4.02	Excellent	Tier_5	true	64	Very Complex	10	1	12	true	1	Series	false	false	Average
1,771	58.2	1,876	The History of Sexuality, Volume 3: The Care of the Self	Michel Foucault	4.02	Excellent	Tier_5	true	56	Complex	11	1	15	false	null	Subtitle	true	false	Average
1,772	58.2	13,354,420	The Paladin Prophecy (The Paladin Prophecy, #1)	Mark Frost	4.02	Excellent	Tier_5	true	47	Complex	7	1	10	true	1	Series	false	false	Average
1,773	58.2	40,886,917	The Perfect Child	Lucinda Berry	4.02	Excellent	Tier_5	true	17	Simple	3	1	13	false	null	Standard	false	false	Average
1,774	58.3	78,418	The Reptile Room (A Series of Unfortunate Events, #2)	Lemony Snicket	4.02	Excellent	Tier_5	true	53	Complex	9	1	14	true	2	Series	false	false	Average
1,775	58.3	612,765	The Urantia Book	Urantia Foundation	4.02	Excellent	Tier_5	true	16	Simple	3	1	18	false	null	Standard	false	false	Average
1,776	58.3	586,852	The Wall	Marlen Haushofer	4.02	Excellent	Tier_5	true	8	Simple	2	1	16	false	null	Standard	false	false	Average
1,777	58.4	10,345,927	A Million Suns (Across the Universe, #2)	Beth Revis	4.01	Excellent	Tier_4	true	40	Moderate	7	1	10	true	2	Series	false	false	Below Average
1,778	58.4	16,298	A Murder Is Announced (Miss Marple, #4)	Agatha Christie	4.01	Excellent	Tier_4	true	39	Moderate	7	1	15	true	4	Series	false	false	Below Average
1,779	58.4	1,406,126	A Sword from Red Ice (Sword of Shadows, #3)	J.V. Jones	4.01	Excellent	Tier_4	true	43	Complex	9	1	10	true	3	Series	false	false	Below Average
1,780	58.5	170,448	Animal Farm	George Orwell	4.01	Excellent	Tier_4	true	11	Simple	2	1	13	false	null	Standard	false	false	Below Average
1,781	58.5	221,302	Around the World in 80 Days	Marian Leighton	4.01	Excellent	Tier_4	true	27	Moderate	6	1	15	false	null	Standard	false	false	Below Average
1,782	58.5	3,678,651	Bad Girls Don't Die (Bad Girls Don't Die, #1)	Katie Alender	4.01	Excellent	Tier_4	true	45	Complex	9	1	13	true	1	Series	false	false	Below Average
1,783	58.6	75,234	Borstal Boy	Brendan Behan	4.01	Excellent	Tier_4	true	11	Simple	2	1	13	false	null	Standard	false	false	Below Average
1,784	58.6	343,881	Cloudstreet	Tim Winton	4.01	Excellent	Tier_4	true	11	Simple	1	1	10	false	null	Standard	false	false	Below Average
1,785	58.6	1,626,311	Die Wasserweber (Wellenläufer-Trilogie, #3)	Kai Meyer	4.01	Excellent	Tier_4	true	43	Complex	4	1	9	true	3	Series	false	false	Below Average
1,786	58.7	259,836	Dragons of Autumn Twilight (Dragonlance: Chronicles, #1)	Margaret Weis	4.01	Excellent	Tier_4	true	57	Complex	7	1	13	true	1	Series_Subtitle	true	false	Below Average
1,787	58.7	11,378	Elmer Gantry	Sinclair Lewis	4.01	Excellent	Tier_4	true	12	Simple	2	1	14	false	null	Standard	false	false	Below Average
1,788	58.7	139,004	Essays and Poems	Ralph Waldo Emerson	4.01	Excellent	Tier_4	true	16	Simple	3	1	19	false	null	Standard	false	true	Below Average
1,789	58.8	6,801,755	Flow Down Like Silver	Ki Longfellow	4.01	Excellent	Tier_4	true	21	Moderate	4	1	13	false	null	Standard	false	false	Below Average
1,790	58.8	355,917	Flyte (Septimus Heap, #2)	Angie Sage	4.01	Excellent	Tier_4	true	25	Moderate	4	1	10	true	2	Series	false	false	Below Average
1,791	58.8	186,190	Forrest Gump (Forrest Gump, #1)	Winston Groom	4.01	Excellent	Tier_4	true	31	Moderate	5	1	13	true	1	Series	false	false	Below Average
1,792	58.9	2,233,407	From Dead to Worse (Sookie Stackhouse, #8)	Charlaine Harris	4.01	Excellent	Tier_4	true	42	Complex	7	1	16	true	8	Series	false	false	Below Average
1,793	58.9	18,222,716	Greenglass House (Greenglass House, #1)	Kate Milford	4.01	Excellent	Tier_4	true	39	Moderate	5	1	12	true	1	Series	false	false	Below Average
1,794	58.9	18,918,883	Harbinger (Fate's Forsaken, #1)	Shae Ford	4.01	Excellent	Tier_4	true	31	Moderate	4	1	9	true	1	Series	false	false	Below Average
1,795	58.9	38,709	Holes (Holes, #1)	Louis Sachar	4.01	Excellent	Tier_4	true	17	Simple	3	1	12	true	1	Series	false	false	Below Average
1,796	59	10,263,998	Insciallah	Oriana Fallaci	4.01	Excellent	Tier_4	true	10	Simple	1	1	14	false	null	Standard	false	false	Below Average
1,797	59	13,140	Jack & Jill (Alex Cross, #3)	James Patterson	4.01	Excellent	Tier_4	true	28	Moderate	6	1	16	true	3	Series	false	false	Below Average
1,798	59	58,547	Journals	Kurt Cobain	4.01	Excellent	Tier_4	true	8	Simple	1	1	11	false	null	Standard	false	false	Below Average
1,799	59.1	91,440	Love Medicine (Love Medicine, #1)	Louise Erdrich	4.01	Excellent	Tier_4	true	33	Moderate	5	1	14	true	1	Series	false	false	Below Average
1,800	59.1	199,070,596	Love Redesigned (Lakefront Billionaires, #1)	Lauren Asher	4.01	Excellent	Tier_4	true	44	Complex	5	1	12	true	1	Series	false	false	Below Average

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