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
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10 values
is_high_rated
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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
301
9.9
6,625,002
Shalador's Lady (The Black Jewels, #8)
Anne Bishop
4.38
Excellent
Tier_9
true
38
Moderate
6
1
11
true
8
Series
false
false
High
302
9.9
36,332,410
Skysworn (Cradle, #4)
Will Wight
4.38
Excellent
Tier_9
true
21
Moderate
3
1
10
true
4
Series
false
false
High
303
10
2,358,380
Stepping Stones
Maureen Lee
4.38
Excellent
Tier_9
true
15
Simple
2
1
11
false
null
Standard
false
false
High
304
10
6,330
The Best of Roald Dahl
Roald Dahl
4.38
Excellent
Tier_9
true
22
Moderate
5
1
10
false
null
Standard
false
false
High
305
10
1,297,123
The Black Obelisk
Erich Maria Remarque
4.38
Excellent
Tier_9
true
17
Simple
3
1
20
false
null
Standard
false
true
High
306
10
62,606,951
The Dragon Storm - Gates
Anthony DiPaolo
4.38
Excellent
Tier_9
true
24
Moderate
5
1
15
false
null
Standard
false
false
High
307
10.1
370,493
The Giving Tree
Shel Silverstein
4.38
Excellent
Tier_9
true
15
Simple
3
1
16
false
null
Standard
false
false
High
308
10.1
40,159
The King of Attolia (The Queen's Thief, #3)
Megan Whalen Turner
4.38
Excellent
Tier_9
true
43
Complex
8
1
19
true
3
Series
false
true
High
309
10.1
53,207,121
The Three Privileges
A.V. Davina
4.38
Excellent
Tier_9
true
20
Simple
3
1
11
false
null
Standard
false
false
High
310
10.2
21,484
The Winds of War (The Henry Family, #1)
Herman Wouk
4.38
Excellent
Tier_9
true
39
Moderate
8
1
11
true
1
Series
false
false
High
311
10.2
28,368,870
Trafficked to Hell: A trafficked daughter's plight. A mother's fight to find her.
R.J. Flo
4.38
Excellent
Tier_9
true
81
Very Complex
13
1
8
false
null
Subtitle
true
false
High
312
10.2
33,916,061
We Were Eight Years in Power: An American Tragedy
Ta-Nehisi Coates
4.38
Excellent
Tier_9
true
49
Complex
9
1
16
false
null
Subtitle
true
false
High
313
10.3
29,475,447
A Closed and Common Orbit (Wayfarers, #2)
Becky Chambers
4.37
Excellent
Tier_9
true
41
Complex
7
1
14
true
2
Series
false
false
High
314
10.3
34,868,170
A Merciful Secret (Mercy Kilpatrick, #3)
Kendra Elliot
4.37
Excellent
Tier_9
true
40
Moderate
6
1
13
true
3
Series
false
false
High
315
10.3
6,547,188
Black Magic Sanction (The Hollows, #8)
Kim Harrison
4.37
Excellent
Tier_9
true
38
Moderate
6
1
12
true
8
Series
false
false
High
316
10.4
202,733,411
Borealis: A Worldmaker of Yand Novel
Andri E. Elia
4.37
Excellent
Tier_9
true
36
Moderate
6
1
13
false
null
Subtitle
true
true
High
317
10.4
25,619,537
Conscious Parenting: Mindful Living Course (AoL Mindfulness #5)
Nataša Pantović
4.37
Excellent
Tier_9
true
63
Very Complex
8
1
15
true
5
Series_Subtitle
true
false
High
318
10.4
6,050,298
Dreamfever (Fever, #4)
Karen Marie Moning
4.37
Excellent
Tier_9
true
22
Moderate
3
1
18
true
4
Series
false
true
High
319
10.5
33,395,557
For We Are Many (Bobiverse, #2)
Dennis E. Taylor
4.37
Excellent
Tier_9
true
31
Moderate
6
1
16
true
2
Series
false
true
High
320
10.5
28,510,777
Forty Autumns: A Family's Story of Courage and Survival on Both Sides of the Berlin Wall
Nina Willner
4.37
Excellent
Tier_9
true
88
Very Complex
16
1
12
false
null
Subtitle
true
false
High
321
10.5
23,399,022
Hope: A Memoir of Survival in Cleveland
Amanda Berry
4.37
Excellent
Tier_9
true
39
Moderate
7
1
16
false
null
Subtitle
true
false
High
322
10.6
191,385,541
James Ed Hoskins and the One-Room Schoolhouse: The Unprosecuted Crime Against Children
Shafter Bailey
4.37
Excellent
Tier_9
true
86
Very Complex
12
1
14
false
null
Subtitle
true
false
High
323
10.6
37,570,546
Maybe You Should Talk to Someone: A Therapist, Her Therapist, and Our Lives Revealed
Lori Gottlieb
4.37
Excellent
Tier_9
true
84
Very Complex
14
1
13
false
null
Subtitle
true
false
High
324
10.6
191,139
Oh, the Places You’ll Go!
Dr. Seuss
4.37
Excellent
Tier_9
true
25
Moderate
5
1
9
false
null
Standard
false
false
High
325
10.7
12,969,140
Persona normal
Benito Taibo
4.37
Excellent
Tier_9
true
14
Simple
2
1
12
false
null
Standard
false
false
High
326
10.7
820,480
Revelation (Matthew Shardlake, #4)
C.J. Sansom
4.37
Excellent
Tier_9
true
34
Moderate
4
1
11
true
4
Series
false
false
High
327
10.7
211,288,555
Super Ninja: The Sword of Heaven
William Kely McClung
4.37
Excellent
Tier_9
true
32
Moderate
6
1
20
false
null
Subtitle
true
true
High
328
10.8
776,175
Tekkon Kinkreet: Black and White
Taiyo Matsumoto
4.37
Excellent
Tier_9
true
32
Moderate
5
1
15
false
null
Subtitle
true
false
High
329
10.8
29,093,292
The Daily Stoic: 366 Meditations on Wisdom, Perseverance, and the Art of Living
Ryan Holiday
4.37
Excellent
Tier_9
true
79
Very Complex
13
1
12
false
null
Subtitle
true
false
High
330
10.8
32,606,096
The Legends of Camber of Culdi Trilogy: Camber of Culdi, Saint Camber, and Camber the Heretic
Katherine Kurtz
4.37
Excellent
Tier_9
true
93
Very Complex
16
1
15
false
null
Subtitle
true
false
High
331
10.9
220,761,949
The Lost City: An Epic YA Fantasy Novel (The Tixie Chronicles Book 4)
Jack Borden
4.37
Excellent
Tier_9
true
69
Very Complex
13
1
12
false
null
Subtitle
true
false
High
332
10.9
40,832,734
The Search for Alice (Dreaming of Wonderland #1)
Amy Koto
4.37
Excellent
Tier_9
true
48
Complex
8
1
8
true
1
Series
false
false
High
333
10.9
17,258,308
The World's Best Fairy Tales
Belle Becker Sideman
4.37
Excellent
Tier_9
true
28
Moderate
5
1
20
false
null
Standard
false
true
High
334
11
17,889,664
To Live and Die in Fantasyland (To Live, #3)
Ben Peller
4.37
Excellent
Tier_9
true
44
Complex
9
1
10
true
3
Series
false
false
High
335
11
30,118
A Light in the Attic
Shel Silverstein
4.36
Excellent
Tier_9
true
20
Simple
5
1
16
false
null
Standard
false
false
High
336
11
380,994
A Lover's Discourse: Fragments
Roland Barthes
4.36
Excellent
Tier_9
true
30
Moderate
4
1
14
false
null
Subtitle
true
false
High
337
11.1
31,818,553
Angles - Part I
Erin Lockwood
4.36
Excellent
Tier_9
true
15
Simple
4
1
13
false
null
Standard
false
false
High
338
11.1
18,869,947
Blackamoores: Africans in Tudor England, Their Presence, Status and Origins
Onyeka
4.36
Excellent
Tier_9
true
75
Very Complex
10
1
6
false
null
Subtitle
true
false
High
339
11.1
208,430,658
Blood Over Bright Haven
M.L. Wang
4.36
Excellent
Tier_9
true
23
Moderate
4
1
9
false
null
Standard
false
false
High
340
11.2
6,584,000
Drums of Autumn (Outlander, #4)
Diana Gabaldon
4.36
Excellent
Tier_9
true
31
Moderate
5
1
14
true
4
Series
false
false
High
341
11.2
62,711,955
Hart's Ridge (Hart's Ridge #1)
Kay Bratt
4.36
Excellent
Tier_9
true
30
Moderate
5
1
9
true
1
Series
false
false
High
342
11.2
40,265,832
How to Be an Antiracist
Ibram X. Kendi
4.36
Excellent
Tier_9
true
23
Moderate
5
1
14
false
null
Standard
false
true
High
343
11.3
60,306,511
Lady, in Waiting (The Tudor Court #3)
Karen Heenan
4.36
Excellent
Tier_9
true
37
Moderate
7
1
12
true
3
Series
false
false
High
344
11.3
10,336,420
Pegasus and the Fight for Olympus (Pegasus, #2)
Kate O'Hearn
4.36
Excellent
Tier_9
true
47
Complex
8
1
12
true
2
Series
false
false
High
345
11.3
41,021,501
Small Great Things
Jodi Picoult
4.36
Excellent
Tier_9
true
18
Simple
3
1
12
false
null
Standard
false
false
High
346
11.4
316,876
The Chronicles of Amber (The Chronicles of Amber, #1-5)
Roger Zelazny
4.36
Excellent
Tier_9
true
55
Complex
9
1
13
false
1
Standard
false
false
High
347
11.4
24,885,533
The Paper Menagerie and Other Stories
Ken Liu
4.36
Excellent
Tier_9
true
37
Moderate
6
1
7
false
null
Standard
false
false
High
348
11.4
122
The Power of One (The Power of One, #1)
Bryce Courtenay
4.36
Excellent
Tier_9
true
39
Moderate
9
1
15
true
1
Series
false
false
High
349
11.5
184,582
The Prophet Outcast: Trotsky, 1929-1940
Isaac Deutscher
4.36
Excellent
Tier_9
true
39
Moderate
5
1
15
false
null
Subtitle
true
false
High
350
11.5
25,312,178
The Stonegate Sword (Stonegate, #1)
Harry James Fox
4.36
Excellent
Tier_9
true
35
Moderate
5
1
15
true
1
Series
false
true
High
351
11.5
40,407,141
What the Wind Knows
Amy Harmon
4.36
Excellent
Tier_9
true
19
Simple
4
1
10
false
null
Standard
false
false
High
352
11.6
25,480,342
A Monster Calls
Patrick Ness
4.35
Excellent
Tier_9
true
15
Simple
3
1
12
false
null
Standard
false
false
High
353
11.6
6,690,979
Black Butler, Vol. 1 (Black Butler, #1)
Yana Toboso
4.35
Excellent
Tier_9
true
39
Moderate
7
1
11
true
1
Series
false
false
High
354
11.6
296,696
Bruchko: The Astonishing True Story of a 19-Year-Old American, His Capture by the Motilone Indians and His Adventures in Christianizing the Stone Age Tribe
Bruce Olson
4.35
Excellent
Tier_9
true
155
Very Complex
24
1
11
false
null
Subtitle
true
false
High
355
11.7
36,600,950
Deadly Pretty Strangers: One dead body, one bereaved mother, one small favour ...
Max Thorn
4.35
Excellent
Tier_9
true
81
Very Complex
13
1
9
false
null
Subtitle
true
false
High
356
11.7
536,668
Dream Work
Mary Oliver
4.35
Excellent
Tier_9
true
10
Simple
2
1
11
false
null
Standard
false
false
High
357
11.7
7,776,692
En llamas (Los juegos del hambre, #2)
Suzanne Collins
4.35
Excellent
Tier_9
true
37
Moderate
7
1
15
true
2
Series
false
false
High
358
11.8
36,283,458
Fuel the Fire (Calloway Sisters #3)
Krista Ritchie
4.35
Excellent
Tier_9
true
35
Moderate
6
1
14
true
3
Series
false
false
High
359
11.8
25,494,343
Lady Midnight (The Dark Artifices, #1)
Cassandra Clare
4.35
Excellent
Tier_9
true
38
Moderate
6
1
15
true
1
Series
false
false
High
360
11.8
167,604
Messages from the Masters: Tapping into the Power of Love
Brian L. Weiss
4.35
Excellent
Tier_9
true
57
Complex
10
1
14
false
null
Subtitle
true
true
High
361
11.9
58,303,345
Mother of Death & Dawn (The War of Lost Hearts, #3)
Carissa Broadbent
4.35
Excellent
Tier_9
true
51
Complex
11
1
17
true
3
Series
false
false
High
362
11.9
26,156,469
Never Split the Difference: Negotiating As If Your Life Depended On It
Chris Voss
4.35
Excellent
Tier_9
true
70
Very Complex
12
1
10
false
null
Subtitle
true
false
High
363
11.9
42,769,202
Starsight (Skyward, #2)
Brandon Sanderson
4.35
Excellent
Tier_9
true
23
Moderate
3
1
17
true
2
Series
false
false
High
364
12
166,997
Stoner
John Williams
4.35
Excellent
Tier_9
true
6
Simple
1
1
14
false
null
Standard
false
false
High
365
12
920,607
The Arrival
Shaun Tan
4.35
Excellent
Tier_9
true
11
Simple
2
1
9
false
null
Standard
false
false
High
366
12
17,608,111
The Crimson Campaign (Powder Mage, #2)
Brian McClellan
4.35
Excellent
Tier_9
true
38
Moderate
6
1
16
true
2
Series
false
false
High
367
12.1
27,276,428
The Gene: An Intimate History
Siddhartha Mukherjee
4.35
Excellent
Tier_9
true
29
Moderate
5
1
20
false
null
Subtitle
true
false
High
368
12.1
246,422
The Gulag Archipelago
Aleksandr Solzhenitsyn
4.35
Excellent
Tier_9
true
21
Moderate
3
1
22
false
null
Standard
false
false
High
369
12.1
2,767,052
The Hunger Games (The Hunger Games, #1)
Suzanne Collins
4.35
Excellent
Tier_9
true
39
Moderate
7
1
15
true
1
Series
false
false
High
370
12.2
8,709,526
The Indigo Spell (Bloodlines, #3)
Richelle Mead
4.35
Excellent
Tier_9
true
33
Moderate
5
1
13
true
3
Series
false
false
High
371
12.2
18,881
The Malloreon, Vol. 1: Guardians of the West / King of the Murgos / Demon Lord of Karanda (The Malloreon, #1-3)
David Eddings
4.35
Excellent
Tier_9
true
111
Very Complex
21
1
13
false
1
Subtitle
true
false
High
372
12.2
41,957,289
The Spitfire Girls
Soraya M. Lane
4.35
Excellent
Tier_9
true
18
Simple
3
1
14
false
null
Standard
false
true
High
373
12.2
62,530
Thud! (Discworld, #34; City Watch, #7)
Terry Pratchett
4.35
Excellent
Tier_9
true
38
Moderate
6
1
15
true
34
Series
false
false
High
374
12.3
10,664,113
A Dance with Dragons (A Song of Ice and Fire, #5)
George R.R. Martin
4.34
Excellent
Tier_9
true
49
Complex
11
1
18
true
5
Series
false
true
High
375
12.3
32,087
All Creatures Great and Small / All Things Bright and Beautiful
James Herriot
4.34
Excellent
Tier_9
true
63
Very Complex
11
1
13
false
null
Standard
false
false
High
376
12.3
106,069
Batman: The Long Halloween
Jeph Loeb
4.34
Excellent
Tier_9
true
26
Moderate
4
1
9
false
null
Subtitle
true
false
High
377
12.4
213,105
Dreams Made Flesh (The Black Jewels, #5)
Anne Bishop
4.34
Excellent
Tier_9
true
40
Moderate
7
1
11
true
5
Series
false
false
High
378
12.4
15,842,441
Effortless (Thoughtless, #2)
S.C. Stephens
4.34
Excellent
Tier_9
true
28
Moderate
3
1
13
true
2
Series
false
false
High
379
12.4
42,697
Exodus
Leon Uris
4.34
Excellent
Tier_9
true
6
Simple
1
1
9
false
null
Standard
false
false
High
380
12.5
199,239,504
Fair Market Value (The Body Shop, #1)
Hailey Edwards
4.34
Excellent
Tier_9
true
37
Moderate
7
1
14
true
1
Series
false
false
High
381
12.5
219,688,205
Fate Finally Found Us: Tommy and Barbara Beal: A Compelling Story of Rock 'n' Roll, His Overcoming Addiction, and Rediscovering Love
Barbara Beal
4.34
Excellent
Tier_9
true
132
Very Complex
21
1
12
false
null
Subtitle
true
false
High
382
12.5
124,935,969
Glow of the Everflame (Kindred's Curse, #2)
Penn Cole
4.34
Excellent
Tier_9
true
43
Complex
7
1
9
true
2
Series
false
false
High
383
12.6
238,125
Holiday in Death (In Death, #7)
J.D. Robb
4.34
Excellent
Tier_9
true
31
Moderate
6
1
9
true
7
Series
false
false
High
384
12.6
34,928,902
Huế 1968: A Turning Point of the American War in Vietnam
Mark Bowden
4.34
Excellent
Tier_9
true
57
Complex
11
1
11
false
null
Subtitle
true
false
High
385
12.6
184,351
On China
Leon Trotsky
4.34
Excellent
Tier_9
true
8
Simple
2
1
12
false
null
Standard
false
false
High
386
12.7
61,663
Pale Blue Dot: A Vision of the Human Future in Space
Carl Sagan
4.34
Excellent
Tier_9
true
52
Complex
11
1
10
false
null
Subtitle
true
false
High
387
12.7
212,127,083
Quicksilver (Fae & Alchemy, #1)
Callie Hart
4.34
Excellent
Tier_9
true
31
Moderate
5
1
11
true
1
Series
false
false
High
388
12.7
44,767,249
She Said: Breaking the Sexual Harassment Story That Helped Ignite a Movement
Jodi Kantor
4.34
Excellent
Tier_9
true
76
Very Complex
12
1
11
false
null
Subtitle
true
false
High
389
12.8
65,113
The Complete Wreck
Lemony Snicket
4.34
Excellent
Tier_9
true
18
Simple
3
1
14
false
null
Standard
false
false
High
390
12.8
6,758,331
The Darkest Passion (Lords of the Underworld, #5)
Gena Showalter
4.34
Excellent
Tier_9
true
49
Complex
8
1
14
true
5
Series
false
false
High
391
12.8
7,170,627
The Emperor of All Maladies: A Biography of Cancer
Siddhartha Mukherjee
4.34
Excellent
Tier_9
true
50
Complex
9
1
20
false
null
Subtitle
true
false
High
392
12.9
64,393,625
The Last Sunset
March Lions
4.34
Excellent
Tier_9
true
15
Simple
3
1
11
false
null
Standard
false
false
High
393
12.9
161,156
The Longest Day: June 6, 1944
Cornelius Ryan
4.34
Excellent
Tier_9
true
29
Moderate
6
1
14
false
null
Subtitle
true
false
High
394
12.9
3,598,830
The Shadow Queen (The Black Jewels, #7)
Anne Bishop
4.34
Excellent
Tier_9
true
39
Moderate
7
1
11
true
7
Series
false
false
High
395
13
4,948
The Very Hungry Caterpillar
Eric Carle
4.34
Excellent
Tier_9
true
27
Moderate
4
1
10
false
null
Standard
false
false
High
396
13
184,895
The revolution and the civil war in Spain,
Pierre Broué
4.34
Excellent
Tier_9
true
42
Complex
8
1
12
false
null
Standard
false
false
High
397
13
42,512
We Were Soldiers Once... and Young: Ia Drang - The Battle that Changed the War in Vietnam
Harold G. Moore
4.34
Excellent
Tier_9
true
89
Very Complex
17
1
15
false
null
Subtitle
true
true
High
398
13.1
16,280
Why Are All The Black Kids Sitting Together in the Cafeteria?
Beverly Daniel Tatum
4.34
Excellent
Tier_9
true
61
Very Complex
11
1
20
false
null
Standard
false
true
High
399
13.1
60,766,189
A Day of Fallen Night (The Roots of Chaos, #0.1)
Samantha Shannon
4.33
Excellent
Tier_9
true
48
Complex
10
1
16
false
0
Standard
false
false
High
400
13.1
40,944,461
A Night Divided
Jennifer A. Nielsen
4.33
Excellent
Tier_9
true
15
Simple
3
1
19
false
null
Standard
false
true
High