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
2,801
92
52,252,715
Women Don't Owe You Pretty
Florence Given
3.7
Good
Tier_1
false
26
Moderate
5
1
14
false
null
Standard
false
false
Low
2,802
92
11,421,590
İkinci Nesil
Margaret Weis
3.7
Good
Tier_1
false
12
Simple
2
1
13
false
null
Standard
false
false
Low
2,803
92.1
4,953
A Heartbreaking Work of Staggering Genius
Dave Eggers
3.69
Good
Tier_1
false
41
Complex
6
1
11
false
null
Standard
false
false
Low
2,804
92.1
77,284
Battlestar Galactica
Glen A. Larson
3.69
Good
Tier_1
false
20
Simple
2
1
14
false
null
Standard
false
true
Low
2,805
92.1
53,310,061
Dial A for Aunties (Aunties, #1)
Jesse Q. Sutanto
3.69
Good
Tier_1
false
32
Moderate
6
1
16
true
1
Series
false
true
Low
2,806
92.2
676,737
Grendel
John Gardner
3.69
Good
Tier_1
false
7
Simple
1
1
12
false
null
Standard
false
false
Low
2,807
92.2
5,159
Here on Earth
Alice Hoffman
3.69
Good
Tier_1
false
13
Simple
3
1
13
false
null
Standard
false
false
Low
2,808
92.2
6,104,599
La naissance de l'épée (La légende de l'épée noire, #1)
Weis Margaret
3.69
Good
Tier_1
false
55
Complex
10
1
13
true
1
Series
false
false
Low
2,809
92.2
300,650
On Becoming Baby Wise: Giving Your Infant the Gift of Nighttime Sleep
Gary Ezzo
3.69
Good
Tier_1
false
69
Very Complex
12
1
9
false
null
Subtitle
true
false
Low
2,810
92.3
81,864
Phèdre
Jean Racine
3.69
Good
Tier_1
false
6
Simple
1
1
11
false
null
Standard
false
false
Low
2,811
92.3
150,723
Rabbit-Proof Fence
Doris Pilkington
3.69
Good
Tier_1
false
18
Simple
2
1
16
false
null
Standard
false
false
Low
2,812
92.3
204,289,660
Revenge Era (The Revenge Games, #1)
Brittanee Nicole
3.69
Good
Tier_1
false
35
Moderate
6
1
16
true
1
Series
false
false
Low
2,813
92.4
60,035,241
Station Eternity (The Midsolar Murders, #1)
Mur Lafferty
3.69
Good
Tier_1
false
43
Complex
6
1
12
true
1
Series
false
false
Low
2,814
92.4
9,548,369
Søvncyklen
Gyrðir Elíasson
3.69
Good
Tier_1
false
10
Simple
1
1
15
false
null
Standard
false
false
Low
2,815
92.4
22,842,297
The Bridge To Caracas (The King Trilogy, #1)
Stephen Douglass
3.69
Good
Tier_1
false
44
Complex
8
1
16
true
1
Series
false
false
Low
2,816
92.5
252,262
The Green Book
Jill Paton Walsh
3.69
Good
Tier_1
false
14
Simple
3
1
16
false
null
Standard
false
true
Low
2,817
92.5
16,640
The Sorrows of Young Werther
Johann Wolfgang von Goethe
3.69
Good
Tier_1
false
28
Moderate
5
1
26
false
null
Standard
false
true
Low
2,818
92.5
29,388,297
The Very Devil, Herself!
Loren Molloy
3.69
Good
Tier_1
false
24
Moderate
4
1
12
false
null
Standard
false
false
Low
2,819
92.6
6,467,249
Thieves Like Us
Edward Anderson
3.69
Good
Tier_1
false
15
Simple
3
1
17
false
null
Standard
false
false
Low
2,820
92.6
16,332
Third Girl (Hercule Poirot, #40)
Agatha Christie
3.69
Good
Tier_1
false
32
Moderate
5
1
15
true
40
Series
false
false
Low
2,821
92.6
45,195
A Passage to India
E.M. Forster
3.68
Good
Tier_1
false
18
Simple
4
1
12
false
null
Standard
false
false
Low
2,822
92.7
34,466,492
Anatomy of a Scandal
Sarah Vaughan
3.68
Good
Tier_1
false
20
Simple
4
1
13
false
null
Standard
false
false
Low
2,823
92.7
129,984
Big Fish
Daniel Wallace
3.68
Good
Tier_1
false
8
Simple
2
1
14
false
null
Standard
false
false
Low
2,824
92.7
11,544,466
Breathe (Breathe, #1)
Sarah Crossan
3.68
Good
Tier_1
false
21
Moderate
3
1
13
true
1
Series
false
false
Low
2,825
92.8
40,231,428
Corners: Voices on Change
Amy Lou Jenkins
3.68
Good
Tier_1
false
25
Moderate
4
1
15
false
null
Subtitle
true
true
Low
2,826
92.8
15,944,406
Doll Bones
Holly Black
3.68
Good
Tier_1
false
10
Simple
2
1
11
false
null
Standard
false
false
Low
2,827
92.8
370,964
Hay Fever - A light comedy
Noël Coward
3.68
Good
Tier_1
false
26
Moderate
6
1
11
false
null
Standard
false
false
Low
2,828
92.9
219,362
Legion (The Exorcist, #2)
William Peter Blatty
3.68
Good
Tier_1
false
25
Moderate
4
1
20
true
2
Series
false
true
Low
2,829
92.9
543,873
Mister Pip
Lloyd Jones
3.68
Good
Tier_1
false
10
Simple
2
1
11
false
null
Standard
false
false
Low
2,830
92.9
92,557
Quarantine
Jim Crace
3.68
Good
Tier_1
false
10
Simple
1
1
9
false
null
Standard
false
false
Low
2,831
93
320,760
Texas Connection: The Assassination of President John F. Kennedy
Craig I. Zirbel
3.68
Good
Tier_1
false
64
Very Complex
9
1
15
false
null
Subtitle
true
true
Low
2,832
93
30,095,464
The Bone Witch (The Bone Witch, #1)
Rin Chupeco
3.68
Good
Tier_1
false
35
Moderate
7
1
11
true
1
Series
false
false
Low
2,833
93
30,474
The Communist Manifesto
Karl Marx
3.68
Good
Tier_1
false
23
Moderate
3
1
9
false
null
Standard
false
false
Low
2,834
93.1
465,248
The Hercules Text
Jack McDevitt
3.68
Good
Tier_1
false
17
Simple
3
1
13
false
null
Standard
false
false
Low
2,835
93.1
12,291,438
The Madman's Daughter (The Madman's Daughter, #1)
Megan Shepherd
3.68
Good
Tier_1
false
49
Complex
7
1
14
true
1
Series
false
false
Low
2,836
93.1
661,318
The Thief's Gamble (The Tales of Einarinn, #1)
Juliet E. McKenna
3.68
Good
Tier_1
false
46
Complex
8
1
17
true
1
Series
false
true
Low
2,837
93.2
2,750,253
ابتسم
عائض القرني
3.68
Good
Tier_1
false
5
Simple
1
1
11
false
null
Standard
false
false
Low
2,838
93.2
115,130
A Stranger in the Mirror
Sidney Sheldon
3.67
Good
Tier_1
false
24
Moderate
5
1
14
false
null
Standard
false
false
Low
2,839
93.2
6,687
Charlie and the Great Glass Elevator (Charlie Bucket, #2)
Roald Dahl
3.67
Good
Tier_1
false
57
Complex
9
1
10
true
2
Series
false
false
Low
2,840
93.3
4,648
Death in the Afternoon
Ernest Hemingway
3.67
Good
Tier_1
false
22
Moderate
4
1
16
false
null
Standard
false
false
Low
2,841
93.3
276,859
El árbol de la ciencia
Pío Baroja
3.67
Good
Tier_1
false
22
Moderate
5
1
10
false
null
Standard
false
false
Low
2,842
93.3
43,808,723
Everything Is F*cked: A Book About Hope
Mark Manson
3.67
Good
Tier_1
false
39
Moderate
7
1
11
false
null
Subtitle
true
false
Low
2,843
93.4
12,829,446
Fated (Soul Seekers, #1)
Alyson Noel
3.67
Good
Tier_1
false
24
Moderate
4
1
11
true
1
Series
false
false
Low
2,844
93.4
10,818,853
Fifty Shades of Grey (Fifty Shades, #1)
E.L. James
3.67
Good
Tier_1
false
39
Moderate
7
1
10
true
1
Series
false
false
Low
2,845
93.4
1,129,916
Lucky Starr and the Big Sun of Mercury (Lucky Starr, #4)
Isaac Asimov
3.67
Good
Tier_1
false
56
Complex
11
1
12
true
4
Series
false
false
Low
2,846
93.5
213,066,340
Morsels
Abe Moss
3.67
Good
Tier_1
false
7
Simple
1
1
8
false
null
Standard
false
false
Low
2,847
93.5
29,718
The Confusions of Young Törless
Robert Musil
3.67
Good
Tier_1
false
31
Moderate
5
1
12
false
null
Standard
false
false
Low
2,848
93.5
18,125,285
The Sabi
Diane Brown
3.67
Good
Tier_1
false
8
Simple
2
1
12
false
null
Standard
false
false
Low
2,849
93.6
72,978
Titus Andronicus
William Shakespeare
3.67
Good
Tier_1
false
16
Simple
2
1
19
false
null
Standard
false
false
Low
2,850
93.6
41,865
Twilight (The Twilight Saga, #1)
Stephenie Meyer
3.67
Good
Tier_1
false
32
Moderate
5
1
15
true
1
Series
false
false
Low
2,851
93.6
9,355
Until I Find You
John Irving
3.67
Good
Tier_1
false
16
Simple
4
1
11
false
null
Standard
false
false
Low
2,852
93.7
6,621,287
com نسيان
Ahlam Mosteghanemi
3.67
Good
Tier_1
false
9
Simple
2
1
18
false
null
Standard
false
false
Low
2,853
93.7
27,068,734
But What If We're Wrong? Thinking About the Present As If It Were the Past
Chuck Klosterman
3.66
Good
Tier_1
false
74
Very Complex
15
1
16
false
null
Standard
false
false
Low
2,854
93.7
11,570
Dreamcatcher
Stephen King
3.66
Good
Tier_1
false
12
Simple
1
1
19
false
null
Standard
false
false
Low
2,855
93.8
58,527,403
Magnolia Parks (Magnolia Parks Universe, #1)
Jessa Hastings
3.66
Good
Tier_1
false
44
Complex
6
1
14
true
1
Series
false
false
Low
2,856
93.8
317,282
Memoirs of a Teenage Amnesiac
Gabrielle Zevin
3.66
Good
Tier_1
false
29
Moderate
5
1
15
false
null
Standard
false
false
Low
2,857
93.8
957,375
Op-Center (Tom Clancy's Op-Center, #1)
Jeff Rovin
3.66
Good
Tier_1
false
38
Moderate
5
1
10
true
1
Series
false
false
Low
2,858
93.9
12,401,556
The Age of Miracles
Karen Thompson Walker
3.66
Good
Tier_1
false
19
Simple
4
1
21
false
null
Standard
false
true
Low
2,859
93.9
88,730
The Celtic Book of Days: A Daily Guide to Celtic Spirituality and Wisdom
Caitlín Matthews
3.66
Good
Tier_1
false
72
Very Complex
13
1
16
false
null
Subtitle
true
false
Low
2,860
93.9
64,416
The Good Woman of Setzuan
Bertolt Brecht
3.66
Good
Tier_1
false
25
Moderate
5
1
14
false
null
Standard
false
false
Low
2,861
94
42,927,050
The Perfect Wife
J.P. Delaney
3.66
Good
Tier_1
false
16
Simple
3
1
12
false
null
Standard
false
false
Low
2,862
94
2,731,276
The Story of Edgar Sawtelle
David Wroblewski
3.66
Good
Tier_1
false
27
Moderate
5
1
16
false
null
Standard
false
false
Low
2,863
94
24,731
The Tortilla Curtain
T. Coraghessan Boyle
3.66
Good
Tier_1
false
20
Simple
3
1
20
false
null
Standard
false
true
Low
2,864
94.1
249
Tropic of Cancer (Tropic, #1)
Henry Miller
3.66
Good
Tier_1
false
29
Moderate
5
1
12
true
1
Series
false
false
Low
2,865
94.1
373,685
User
Bruce Benderson
3.66
Good
Tier_1
false
4
Simple
1
1
15
false
null
Standard
false
false
Low
2,866
94.1
372,087
Wrath of Ashar (The Book of the Kingdoms, #1)
Angus Wells
3.66
Good
Tier_1
false
45
Complex
9
1
11
true
1
Series
false
false
Low
2,867
94.2
67,464
چشم‌هایش
بزرگ علوی
3.66
Good
Tier_1
false
8
Simple
1
1
9
false
null
Standard
false
false
Low
2,868
94.2
1,044,816
A Beautiful Blue Death (Charles Lenox Mysteries, #1)
Charles Finch
3.65
Good
Tier_1
false
52
Complex
8
1
13
true
1
Series
false
false
Low
2,869
94.2
114,511
A Sport and a Pastime
James Salter
3.65
Good
Tier_1
false
21
Moderate
5
1
12
false
null
Standard
false
false
Low
2,870
94.3
2,285,386
Crime (Ray Lennox, #1)
Irvine Welsh
3.65
Good
Tier_1
false
22
Moderate
4
1
12
true
1
Series
false
false
Low
2,871
94.3
1,869
Nickel and Dimed: On (Not) Getting By in America
Barbara Ehrenreich
3.65
Good
Tier_1
false
48
Complex
9
1
18
false
null
Subtitle
true
false
Low
2,872
94.3
17,158,976
The Beautiful Ashes (Broken Destiny, #1)
Jeaniene Frost
3.65
Good
Tier_1
false
40
Moderate
6
1
14
true
1
Series
false
false
Low
2,873
94.4
8,943,012
The Bone Sword
Walter Rhein
3.65
Good
Tier_1
false
14
Simple
3
1
12
false
null
Standard
false
false
Low
2,874
94.4
50,053
The Contender
Robert Lipsyte
3.65
Good
Tier_1
false
13
Simple
2
1
14
false
null
Standard
false
false
Low
2,875
94.4
30,962,053
The Idiot
Elif Batuman
3.65
Good
Tier_1
false
9
Simple
2
1
12
false
null
Standard
false
false
Low
2,876
94.4
4,004
The Pilgrimage
Paulo Coelho
3.65
Good
Tier_1
false
14
Simple
2
1
12
false
null
Standard
false
false
Low
2,877
94.5
330,760
The Subterraneans
Jack Kerouac
3.65
Good
Tier_1
false
17
Simple
2
1
12
false
null
Standard
false
false
Low
2,878
94.5
25,489,025
The Vegetarian
Han Kang
3.65
Good
Tier_1
false
14
Simple
2
1
8
false
null
Standard
false
false
Low
2,879
94.5
216,361
The World Jones Made
Philip K. Dick
3.65
Good
Tier_1
false
20
Simple
4
1
14
false
null
Standard
false
true
Low
2,880
94.6
59,651,557
Under One Roof (The STEMinist Novellas, #1)
Ali Hazelwood
3.65
Good
Tier_1
false
43
Complex
7
1
13
true
1
Series
false
false
Low
2,881
94.6
16,143,347
We Were Liars
E. Lockhart
3.65
Good
Tier_1
false
13
Simple
3
1
11
false
null
Standard
false
false
Low
2,882
94.6
13,597,728
Asylum (Asylum, #1)
Madeleine Roux
3.64
Good
Tier_1
false
19
Simple
3
1
14
true
1
Series
false
false
Low
2,883
94.7
15,839,984
Cruel Beauty
Rosamund Hodge
3.64
Good
Tier_1
false
12
Simple
2
1
14
false
null
Standard
false
false
Low
2,884
94.7
373,131
House of Splendid Isolation
Edna O'Brien
3.64
Good
Tier_1
false
27
Moderate
4
1
12
false
null
Standard
false
false
Low
2,885
94.7
77,244
Lake Wobegon Days
Garrison Keillor
3.64
Good
Tier_1
false
17
Simple
3
1
16
false
null
Standard
false
false
Low
2,886
94.8
32,071
Sons and Lovers
D.H. Lawrence
3.64
Good
Tier_1
false
15
Simple
3
1
13
false
null
Standard
false
false
Low
2,887
94.8
182,463
An Indecent Obsession
Colleen McCullough
3.63
Good
Tier_1
false
21
Moderate
3
1
18
false
null
Standard
false
false
Low
2,888
94.8
12,663,646
Hana (Delirium, #1.5)
Lauren Oliver
3.63
Good
Tier_1
false
21
Moderate
3
1
13
false
1
Standard
false
false
Low
2,889
94.9
819,524
How Many Miles to Babylon?
Jennifer Johnston
3.63
Good
Tier_1
false
26
Moderate
5
1
17
false
null
Standard
false
false
Low
2,890
94.9
255,911
In Pursuit of Happiness: Better Living from Plato to Prozac
Mark Kingwell
3.63
Good
Tier_1
false
59
Complex
10
1
13
false
null
Subtitle
true
false
Low
2,891
94.9
91,137
Juniper Time
Kate Wilhelm
3.63
Good
Tier_1
false
12
Simple
2
1
12
false
null
Standard
false
false
Low
2,892
95
51,591,602
She's Too Pretty to Burn
Wendy Heard
3.63
Good
Tier_1
false
24
Moderate
5
1
11
false
null
Standard
false
false
Low
2,893
95
6,357,708
Sisters Red (Fairytale Retellings, #1)
Jackson Pearce
3.63
Good
Tier_1
false
38
Moderate
5
1
14
true
1
Series
false
false
Low
2,894
95
624,641
The Dreamers
Gilbert Adair
3.63
Good
Tier_1
false
12
Simple
2
1
13
false
null
Standard
false
false
Low
2,895
95.1
39,297,652
The Legacy of King Jasteroth Vol. 1
S.L. Wyllie
3.63
Good
Tier_1
false
35
Moderate
7
1
11
false
null
Standard
false
false
Low
2,896
95.1
22,589,046
The Spanish Farm
Ralph Hale Mottram
3.63
Good
Tier_1
false
16
Simple
3
1
18
false
null
Standard
false
true
Low
2,897
95.1
7,817,222
El violí d'Auschwitz
Maria Àngels Anglada
3.62
Good
Tier_1
false
20
Simple
3
1
20
false
null
Standard
false
true
Low
2,898
95.2
225,343
Heartburn
Nora Ephron
3.62
Good
Tier_1
false
9
Simple
1
1
11
false
null
Standard
false
false
Low
2,899
95.2
35,099,719
How to Stop Feeling Like Sh*t
Andrea Owen
3.62
Good
Tier_1
false
29
Moderate
6
1
11
false
null
Standard
false
false
Low
2,900
95.2
25,128,811
Ice Planet Barbarians (Ice Planet Barbarians, #1)
Ruby Dixon
3.62
Good
Tier_1
false
49
Complex
7
1
10
true
1
Series
false
false
Low