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romance_novel_data-2022

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fixed readme and data files

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  1. README.md +196 -196
  2. test/romance_data-2022-test.parquet +3 -0
  3. train/romance_data-2022-train.parquet +3 -0
README.md CHANGED
@@ -14,202 +14,202 @@ Data Fields
14
  - `author` : comma-separated (`last-name, first-name`) of the author of book
15
  - `isbn13` : 13 digit number for the isbn of book (note not all books will have an isbn number)
16
  - `description` : text description of the book. May contain quoted lines, a brief teaser of the plot, etc...
17
- - `genres` : comma-separated list of genres that the book is tagged under
18
- - `womens-fiction` : 1 or 0 indicating if gernre is present
19
- - `abuse` : 1 or 0 indicating if gernre is present
20
- - `accidental-pregnancy` : 1 or 0 indicating if gernre is present
21
- - `action-adventure` : 1 or 0 indicating if gernre is present
22
- - `actor-actress-dancer-model` : 1 or 0 indicating if gernre is present
23
- - `adoption` : 1 or 0 indicating if gernre is present
24
- - `adultery` : 1 or 0 indicating if gernre is present
25
- - `african-american` : 1 or 0 indicating if gernre is present
26
- - `alcoholism` : 1 or 0 indicating if gernre is present
27
- - `aliens` : 1 or 0 indicating if gernre is present
28
- - `alpha-hero` : 1 or 0 indicating if gernre is present
29
- - `alternative-history` : 1 or 0 indicating if gernre is present
30
- - `amateur-sleuth` : 1 or 0 indicating if gernre is present
31
- - `americana` : 1 or 0 indicating if gernre is present
32
- - `amish` : 1 or 0 indicating if gernre is present
33
- - `amnesia` : 1 or 0 indicating if gernre is present
34
- - `angels` : 1 or 0 indicating if gernre is present
35
- - `animals` : 1 or 0 indicating if gernre is present
36
- - `anthropologists-archeologists` : 1 or 0 indicating if gernre is present
37
- - `apocalypse` : 1 or 0 indicating if gernre is present
38
- - `arranged-marriage` : 1 or 0 indicating if gernre is present
39
- - `arthurian-legend` : 1 or 0 indicating if gernre is present
40
- - `asian-american` : 1 or 0 indicating if gernre is present
41
- - `astrology` : 1 or 0 indicating if gernre is present
42
- - `bbw-heroines` : 1 or 0 indicating if gernre is present
43
- - `bad-boy` : 1 or 0 indicating if gernre is present
44
- - `best-friends` : 1 or 0 indicating if gernre is present
45
- - `beta-hero` : 1 or 0 indicating if gernre is present
46
- - `biographical` : 1 or 0 indicating if gernre is present
47
- - `blackmail` : 1 or 0 indicating if gernre is present
48
- - `boarding-school` : 1 or 0 indicating if gernre is present
49
- - `captor-captive` : 1 or 0 indicating if gernre is present
50
- - `category-romance` : 1 or 0 indicating if gernre is present
51
- - `celebrities` : 1 or 0 indicating if gernre is present
52
- - `celts` : 1 or 0 indicating if gernre is present
53
- - `chefs-foodies` : 1 or 0 indicating if gernre is present
54
- - `chick-lit` : 1 or 0 indicating if gernre is present
55
- - `christian` : 1 or 0 indicating if gernre is present
56
- - `clean-&-wholesome` : 1 or 0 indicating if gernre is present
57
- - `clones` : 1 or 0 indicating if gernre is present
58
- - `comedy-humor` : 1 or 0 indicating if gernre is present
59
- - `coming-of-age` : 1 or 0 indicating if gernre is present
60
- - `contemporary-romance` : 1 or 0 indicating if gernre is present
61
- - `cowboys` : 1 or 0 indicating if gernre is present
62
- - `cozy-mystery` : 1 or 0 indicating if gernre is present
63
- - `crime` : 1 or 0 indicating if gernre is present
64
- - `dark-fantasy` : 1 or 0 indicating if gernre is present
65
- - `death-dying` : 1 or 0 indicating if gernre is present
66
- - `debutante-heiress` : 1 or 0 indicating if gernre is present
67
- - `demons` : 1 or 0 indicating if gernre is present
68
- - `disabilities` : 1 or 0 indicating if gernre is present
69
- - `divorce` : 1 or 0 indicating if gernre is present
70
- - `doctor-nurse` : 1 or 0 indicating if gernre is present
71
- - `dragons` : 1 or 0 indicating if gernre is present
72
- - `dystopian` : 1 or 0 indicating if gernre is present
73
- - `elves` : 1 or 0 indicating if gernre is present
74
- - `enemies-to-lovers` : 1 or 0 indicating if gernre is present
75
- - `epic-fantasy` : 1 or 0 indicating if gernre is present
76
- - `erotica` : 1 or 0 indicating if gernre is present
77
- - `espionage-spies-cia` : 1 or 0 indicating if gernre is present
78
- - `fairies-fae` : 1 or 0 indicating if gernre is present
79
- - `fairy-tales-folklore` : 1 or 0 indicating if gernre is present
80
- - `fake-relationship` : 1 or 0 indicating if gernre is present
81
- - `falsely-accused` : 1 or 0 indicating if gernre is present
82
- - `family-siblings` : 1 or 0 indicating if gernre is present
83
- - `famous-characters` : 1 or 0 indicating if gernre is present
84
- - `fantasy` : 1 or 0 indicating if gernre is present
85
- - `fantasy-romance` : 1 or 0 indicating if gernre is present
86
- - `feminism` : 1 or 0 indicating if gernre is present
87
- - `firefighters` : 1 or 0 indicating if gernre is present
88
- - `forced-proximity` : 1 or 0 indicating if gernre is present
89
- - `forensics` : 1 or 0 indicating if gernre is present
90
- - `friends-to-lovers` : 1 or 0 indicating if gernre is present
91
- - `general-fiction` : 1 or 0 indicating if gernre is present
92
- - `ghosts` : 1 or 0 indicating if gernre is present
93
- - `gothic` : 1 or 0 indicating if gernre is present
94
- - `graphic-novel` : 1 or 0 indicating if gernre is present
95
- - `guardian-ward` : 1 or 0 indicating if gernre is present
96
- - `hard-boiled` : 1 or 0 indicating if gernre is present
97
- - `heroic-fantasy-sword-&-sorcery` : 1 or 0 indicating if gernre is present
98
- - `hidden-identity` : 1 or 0 indicating if gernre is present
99
- - `hispanic-&-latino` : 1 or 0 indicating if gernre is present
100
- - `historical` : 1 or 0 indicating if gernre is present
101
- - `historical-mystery` : 1 or 0 indicating if gernre is present
102
- - `historical-romance` : 1 or 0 indicating if gernre is present
103
- - `holidays` : 1 or 0 indicating if gernre is present
104
- - `horror` : 1 or 0 indicating if gernre is present
105
- - `infidelity` : 1 or 0 indicating if gernre is present
106
- - `jane-austen` : 1 or 0 indicating if gernre is present
107
- - `jewish` : 1 or 0 indicating if gernre is present
108
- - `kidnapping` : 1 or 0 indicating if gernre is present
109
- - `kids-(12-&-under)` : 1 or 0 indicating if gernre is present
110
- - `kids:-middle-grade` : 1 or 0 indicating if gernre is present
111
- - `lgbtq` : 1 or 0 indicating if gernre is present
112
- - `law-enforcement` : 1 or 0 indicating if gernre is present
113
- - `lawyers` : 1 or 0 indicating if gernre is present
114
- - `legal-thriller` : 1 or 0 indicating if gernre is present
115
- - `literary` : 1 or 0 indicating if gernre is present
116
- - `magic` : 1 or 0 indicating if gernre is present
117
- - `magical-realism` : 1 or 0 indicating if gernre is present
118
- - `mail-order-brides` : 1 or 0 indicating if gernre is present
119
- - `manga` : 1 or 0 indicating if gernre is present
120
- - `marriage-of-convenience` : 1 or 0 indicating if gernre is present
121
- - `mashup` : 1 or 0 indicating if gernre is present
122
- - `mature-(18-&-over)` : 1 or 0 indicating if gernre is present
123
- - `may-december` : 1 or 0 indicating if gernre is present
124
- - `medical` : 1 or 0 indicating if gernre is present
125
- - `medical-thriller` : 1 or 0 indicating if gernre is present
126
- - `mermaids` : 1 or 0 indicating if gernre is present
127
- - `military` : 1 or 0 indicating if gernre is present
128
- - `mistaken-identity` : 1 or 0 indicating if gernre is present
129
- - `monsters` : 1 or 0 indicating if gernre is present
130
- - `motorcycle-club-bikers` : 1 or 0 indicating if gernre is present
131
- - `moviestv` : 1 or 0 indicating if gernre is present
132
- - `multicultural-&-interracial-romance` : 1 or 0 indicating if gernre is present
133
- - `music` : 1 or 0 indicating if gernre is present
134
- - `mystery` : 1 or 0 indicating if gernre is present
135
- - `mythology` : 1 or 0 indicating if gernre is present
136
- - `native-americans` : 1 or 0 indicating if gernre is present
137
- - `nautical` : 1 or 0 indicating if gernre is present
138
- - `navy-seals` : 1 or 0 indicating if gernre is present
139
- - `new-adult-(18-25)` : 1 or 0 indicating if gernre is present
140
- - `noir` : 1 or 0 indicating if gernre is present
141
- - `occult-&-supernatural` : 1 or 0 indicating if gernre is present
142
- - `office-romance` : 1 or 0 indicating if gernre is present
143
- - `opposites-attract` : 1 or 0 indicating if gernre is present
144
- - `orphans` : 1 or 0 indicating if gernre is present
145
- - `paranormal` : 1 or 0 indicating if gernre is present
146
- - `paranormal-romance` : 1 or 0 indicating if gernre is present
147
- - `pirates` : 1 or 0 indicating if gernre is present
148
- - `police-lawmen-fbi-agents` : 1 or 0 indicating if gernre is present
149
- - `police-procedural` : 1 or 0 indicating if gernre is present
150
- - `political` : 1 or 0 indicating if gernre is present
151
- - `political-thriller` : 1 or 0 indicating if gernre is present
152
- - `post-apocalyptic` : 1 or 0 indicating if gernre is present
153
- - `pregnancy` : 1 or 0 indicating if gernre is present
154
- - `private-investigator` : 1 or 0 indicating if gernre is present
155
- - `psychological-suspense` : 1 or 0 indicating if gernre is present
156
- - `rags-to-riches` : 1 or 0 indicating if gernre is present
157
- - `rakes` : 1 or 0 indicating if gernre is present
158
- - `reincarnation` : 1 or 0 indicating if gernre is present
159
- - `revenge` : 1 or 0 indicating if gernre is present
160
- - `robin-hood` : 1 or 0 indicating if gernre is present
161
- - `rock-stars` : 1 or 0 indicating if gernre is present
162
- - `romance` : 1 or 0 indicating if gernre is present
163
- - `romantic-elements` : 1 or 0 indicating if gernre is present
164
- - `romantic-suspense` : 1 or 0 indicating if gernre is present
165
- - `royalty` : 1 or 0 indicating if gernre is present
166
- - `saga` : 1 or 0 indicating if gernre is present
167
- - `schools` : 1 or 0 indicating if gernre is present
168
- - `science-fiction` : 1 or 0 indicating if gernre is present
169
- - `science-fiction-fantasy` : 1 or 0 indicating if gernre is present
170
- - `scottish-highlands` : 1 or 0 indicating if gernre is present
171
- - `second-chance-romance` : 1 or 0 indicating if gernre is present
172
- - `secret-baby` : 1 or 0 indicating if gernre is present
173
- - `serial-killers` : 1 or 0 indicating if gernre is present
174
- - `servants-slaves` : 1 or 0 indicating if gernre is present
175
- - `shakespeare` : 1 or 0 indicating if gernre is present
176
- - `sheikhs` : 1 or 0 indicating if gernre is present
177
- - `sherlock-holmes` : 1 or 0 indicating if gernre is present
178
- - `single-parent` : 1 or 0 indicating if gernre is present
179
- - `small-town` : 1 or 0 indicating if gernre is present
180
- - `space-opera` : 1 or 0 indicating if gernre is present
181
- - `speculative-fiction` : 1 or 0 indicating if gernre is present
182
- - `sports` : 1 or 0 indicating if gernre is present
183
- - `steampunk` : 1 or 0 indicating if gernre is present
184
- - `superheroes` : 1 or 0 indicating if gernre is present
185
- - `suspense` : 1 or 0 indicating if gernre is present
186
- - `tear-jerker` : 1 or 0 indicating if gernre is present
187
- - `technology` : 1 or 0 indicating if gernre is present
188
- - `terrorists` : 1 or 0 indicating if gernre is present
189
- - `thriller` : 1 or 0 indicating if gernre is present
190
- - `time-travel` : 1 or 0 indicating if gernre is present
191
- - `tortured-hero` : 1 or 0 indicating if gernre is present
192
- - `tortured-heroine` : 1 or 0 indicating if gernre is present
193
- - `traditional-british` : 1 or 0 indicating if gernre is present
194
- - `traditional-regency` : 1 or 0 indicating if gernre is present
195
- - `twins` : 1 or 0 indicating if gernre is present
196
- - `tycoons` : 1 or 0 indicating if gernre is present
197
- - `ugly-duckling` : 1 or 0 indicating if gernre is present
198
- - `unicorns` : 1 or 0 indicating if gernre is present
199
- - `urban-fantasy` : 1 or 0 indicating if gernre is present
200
- - `vampires` : 1 or 0 indicating if gernre is present
201
- - `vikings` : 1 or 0 indicating if gernre is present
202
- - `virgin-hero` : 1 or 0 indicating if gernre is present
203
- - `virgins` : 1 or 0 indicating if gernre is present
204
- - `visionary-&-metaphysical` : 1 or 0 indicating if gernre is present
205
- - `wagon-train` : 1 or 0 indicating if gernre is present
206
- - `werewolves-shapeshifters` : 1 or 0 indicating if gernre is present
207
- - `western` : 1 or 0 indicating if gernre is present
208
- - `widow-widower` : 1 or 0 indicating if gernre is present
209
- - `witch-warlock-mage-wizard` : 1 or 0 indicating if gernre is present
210
- - `women-sleuths` : 1 or 0 indicating if gernre is present
211
- - `young-adult-teens` : 1 or 0 indicating if gernre is present
212
- - `zombies` : 1 or 0 indicating if gernre is present
213
 
214
  Languages
215
  ---
 
14
  - `author` : comma-separated (`last-name, first-name`) of the author of book
15
  - `isbn13` : 13 digit number for the isbn of book (note not all books will have an isbn number)
16
  - `description` : text description of the book. May contain quoted lines, a brief teaser of the plot, etc...
17
+ - `genres` : dictionary of all genres with 1 or 0 indicating if genre is present
18
+ - `womens-fiction` : 1 or 0 indicating if genre is present
19
+ - `abuse` : 1 or 0 indicating if genre is present
20
+ - `accidental-pregnancy` : 1 or 0 indicating if genre is present
21
+ - `action-adventure` : 1 or 0 indicating if genre is present
22
+ - `actor-actress-dancer-model` : 1 or 0 indicating if genre is present
23
+ - `adoption` : 1 or 0 indicating if genre is present
24
+ - `adultery` : 1 or 0 indicating if genre is present
25
+ - `african-american` : 1 or 0 indicating if genre is present
26
+ - `alcoholism` : 1 or 0 indicating if genre is present
27
+ - `aliens` : 1 or 0 indicating if genre is present
28
+ - `alpha-hero` : 1 or 0 indicating if genre is present
29
+ - `alternative-history` : 1 or 0 indicating if genre is present
30
+ - `amateur-sleuth` : 1 or 0 indicating if genre is present
31
+ - `americana` : 1 or 0 indicating if genre is present
32
+ - `amish` : 1 or 0 indicating if genre is present
33
+ - `amnesia` : 1 or 0 indicating if genre is present
34
+ - `angels` : 1 or 0 indicating if genre is present
35
+ - `animals` : 1 or 0 indicating if genre is present
36
+ - `anthropologists-archeologists` : 1 or 0 indicating if genre is present
37
+ - `apocalypse` : 1 or 0 indicating if genre is present
38
+ - `arranged-marriage` : 1 or 0 indicating if genre is present
39
+ - `arthurian-legend` : 1 or 0 indicating if genre is present
40
+ - `asian-american` : 1 or 0 indicating if genre is present
41
+ - `astrology` : 1 or 0 indicating if genre is present
42
+ - `bbw-heroines` : 1 or 0 indicating if genre is present
43
+ - `bad-boy` : 1 or 0 indicating if genre is present
44
+ - `best-friends` : 1 or 0 indicating if genre is present
45
+ - `beta-hero` : 1 or 0 indicating if genre is present
46
+ - `biographical` : 1 or 0 indicating if genre is present
47
+ - `blackmail` : 1 or 0 indicating if genre is present
48
+ - `boarding-school` : 1 or 0 indicating if genre is present
49
+ - `captor-captive` : 1 or 0 indicating if genre is present
50
+ - `category-romance` : 1 or 0 indicating if genre is present
51
+ - `celebrities` : 1 or 0 indicating if genre is present
52
+ - `celts` : 1 or 0 indicating if genre is present
53
+ - `chefs-foodies` : 1 or 0 indicating if genre is present
54
+ - `chick-lit` : 1 or 0 indicating if genre is present
55
+ - `christian` : 1 or 0 indicating if genre is present
56
+ - `clean-&-wholesome` : 1 or 0 indicating if genre is present
57
+ - `clones` : 1 or 0 indicating if genre is present
58
+ - `comedy-humor` : 1 or 0 indicating if genre is present
59
+ - `coming-of-age` : 1 or 0 indicating if genre is present
60
+ - `contemporary-romance` : 1 or 0 indicating if genre is present
61
+ - `cowboys` : 1 or 0 indicating if genre is present
62
+ - `cozy-mystery` : 1 or 0 indicating if genre is present
63
+ - `crime` : 1 or 0 indicating if genre is present
64
+ - `dark-fantasy` : 1 or 0 indicating if genre is present
65
+ - `death-dying` : 1 or 0 indicating if genre is present
66
+ - `debutante-heiress` : 1 or 0 indicating if genre is present
67
+ - `demons` : 1 or 0 indicating if genre is present
68
+ - `disabilities` : 1 or 0 indicating if genre is present
69
+ - `divorce` : 1 or 0 indicating if genre is present
70
+ - `doctor-nurse` : 1 or 0 indicating if genre is present
71
+ - `dragons` : 1 or 0 indicating if genre is present
72
+ - `dystopian` : 1 or 0 indicating if genre is present
73
+ - `elves` : 1 or 0 indicating if genre is present
74
+ - `enemies-to-lovers` : 1 or 0 indicating if genre is present
75
+ - `epic-fantasy` : 1 or 0 indicating if genre is present
76
+ - `erotica` : 1 or 0 indicating if genre is present
77
+ - `espionage-spies-cia` : 1 or 0 indicating if genre is present
78
+ - `fairies-fae` : 1 or 0 indicating if genre is present
79
+ - `fairy-tales-folklore` : 1 or 0 indicating if genre is present
80
+ - `fake-relationship` : 1 or 0 indicating if genre is present
81
+ - `falsely-accused` : 1 or 0 indicating if genre is present
82
+ - `family-siblings` : 1 or 0 indicating if genre is present
83
+ - `famous-characters` : 1 or 0 indicating if genre is present
84
+ - `fantasy` : 1 or 0 indicating if genre is present
85
+ - `fantasy-romance` : 1 or 0 indicating if genre is present
86
+ - `feminism` : 1 or 0 indicating if genre is present
87
+ - `firefighters` : 1 or 0 indicating if genre is present
88
+ - `forced-proximity` : 1 or 0 indicating if genre is present
89
+ - `forensics` : 1 or 0 indicating if genre is present
90
+ - `friends-to-lovers` : 1 or 0 indicating if genre is present
91
+ - `general-fiction` : 1 or 0 indicating if genre is present
92
+ - `ghosts` : 1 or 0 indicating if genre is present
93
+ - `gothic` : 1 or 0 indicating if genre is present
94
+ - `graphic-novel` : 1 or 0 indicating if genre is present
95
+ - `guardian-ward` : 1 or 0 indicating if genre is present
96
+ - `hard-boiled` : 1 or 0 indicating if genre is present
97
+ - `heroic-fantasy-sword-&-sorcery` : 1 or 0 indicating if genre is present
98
+ - `hidden-identity` : 1 or 0 indicating if genre is present
99
+ - `hispanic-&-latino` : 1 or 0 indicating if genre is present
100
+ - `historical` : 1 or 0 indicating if genre is present
101
+ - `historical-mystery` : 1 or 0 indicating if genre is present
102
+ - `historical-romance` : 1 or 0 indicating if genre is present
103
+ - `holidays` : 1 or 0 indicating if genre is present
104
+ - `horror` : 1 or 0 indicating if genre is present
105
+ - `infidelity` : 1 or 0 indicating if genre is present
106
+ - `jane-austen` : 1 or 0 indicating if genre is present
107
+ - `jewish` : 1 or 0 indicating if genre is present
108
+ - `kidnapping` : 1 or 0 indicating if genre is present
109
+ - `kids-(12-&-under)` : 1 or 0 indicating if genre is present
110
+ - `kids:-middle-grade` : 1 or 0 indicating if genre is present
111
+ - `lgbtq` : 1 or 0 indicating if genre is present
112
+ - `law-enforcement` : 1 or 0 indicating if genre is present
113
+ - `lawyers` : 1 or 0 indicating if genre is present
114
+ - `legal-thriller` : 1 or 0 indicating if genre is present
115
+ - `literary` : 1 or 0 indicating if genre is present
116
+ - `magic` : 1 or 0 indicating if genre is present
117
+ - `magical-realism` : 1 or 0 indicating if genre is present
118
+ - `mail-order-brides` : 1 or 0 indicating if genre is present
119
+ - `manga` : 1 or 0 indicating if genre is present
120
+ - `marriage-of-convenience` : 1 or 0 indicating if genre is present
121
+ - `mashup` : 1 or 0 indicating if genre is present
122
+ - `mature-(18-&-over)` : 1 or 0 indicating if genre is present
123
+ - `may-december` : 1 or 0 indicating if genre is present
124
+ - `medical` : 1 or 0 indicating if genre is present
125
+ - `medical-thriller` : 1 or 0 indicating if genre is present
126
+ - `mermaids` : 1 or 0 indicating if genre is present
127
+ - `military` : 1 or 0 indicating if genre is present
128
+ - `mistaken-identity` : 1 or 0 indicating if genre is present
129
+ - `monsters` : 1 or 0 indicating if genre is present
130
+ - `motorcycle-club-bikers` : 1 or 0 indicating if genre is present
131
+ - `moviestv` : 1 or 0 indicating if genre is present
132
+ - `multicultural-&-interracial-romance` : 1 or 0 indicating if genre is present
133
+ - `music` : 1 or 0 indicating if genre is present
134
+ - `mystery` : 1 or 0 indicating if genre is present
135
+ - `mythology` : 1 or 0 indicating if genre is present
136
+ - `native-americans` : 1 or 0 indicating if genre is present
137
+ - `nautical` : 1 or 0 indicating if genre is present
138
+ - `navy-seals` : 1 or 0 indicating if genre is present
139
+ - `new-adult-(18-25)` : 1 or 0 indicating if genre is present
140
+ - `noir` : 1 or 0 indicating if genre is present
141
+ - `occult-&-supernatural` : 1 or 0 indicating if genre is present
142
+ - `office-romance` : 1 or 0 indicating if genre is present
143
+ - `opposites-attract` : 1 or 0 indicating if genre is present
144
+ - `orphans` : 1 or 0 indicating if genre is present
145
+ - `paranormal` : 1 or 0 indicating if genre is present
146
+ - `paranormal-romance` : 1 or 0 indicating if genre is present
147
+ - `pirates` : 1 or 0 indicating if genre is present
148
+ - `police-lawmen-fbi-agents` : 1 or 0 indicating if genre is present
149
+ - `police-procedural` : 1 or 0 indicating if genre is present
150
+ - `political` : 1 or 0 indicating if genre is present
151
+ - `political-thriller` : 1 or 0 indicating if genre is present
152
+ - `post-apocalyptic` : 1 or 0 indicating if genre is present
153
+ - `pregnancy` : 1 or 0 indicating if genre is present
154
+ - `private-investigator` : 1 or 0 indicating if genre is present
155
+ - `psychological-suspense` : 1 or 0 indicating if genre is present
156
+ - `rags-to-riches` : 1 or 0 indicating if genre is present
157
+ - `rakes` : 1 or 0 indicating if genre is present
158
+ - `reincarnation` : 1 or 0 indicating if genre is present
159
+ - `revenge` : 1 or 0 indicating if genre is present
160
+ - `robin-hood` : 1 or 0 indicating if genre is present
161
+ - `rock-stars` : 1 or 0 indicating if genre is present
162
+ - `romance` : 1 or 0 indicating if genre is present
163
+ - `romantic-elements` : 1 or 0 indicating if genre is present
164
+ - `romantic-suspense` : 1 or 0 indicating if genre is present
165
+ - `royalty` : 1 or 0 indicating if genre is present
166
+ - `saga` : 1 or 0 indicating if genre is present
167
+ - `schools` : 1 or 0 indicating if genre is present
168
+ - `science-fiction` : 1 or 0 indicating if genre is present
169
+ - `science-fiction-fantasy` : 1 or 0 indicating if genre is present
170
+ - `scottish-highlands` : 1 or 0 indicating if genre is present
171
+ - `second-chance-romance` : 1 or 0 indicating if genre is present
172
+ - `secret-baby` : 1 or 0 indicating if genre is present
173
+ - `serial-killers` : 1 or 0 indicating if genre is present
174
+ - `servants-slaves` : 1 or 0 indicating if genre is present
175
+ - `shakespeare` : 1 or 0 indicating if genre is present
176
+ - `sheikhs` : 1 or 0 indicating if genre is present
177
+ - `sherlock-holmes` : 1 or 0 indicating if genre is present
178
+ - `single-parent` : 1 or 0 indicating if genre is present
179
+ - `small-town` : 1 or 0 indicating if genre is present
180
+ - `space-opera` : 1 or 0 indicating if genre is present
181
+ - `speculative-fiction` : 1 or 0 indicating if genre is present
182
+ - `sports` : 1 or 0 indicating if genre is present
183
+ - `steampunk` : 1 or 0 indicating if genre is present
184
+ - `superheroes` : 1 or 0 indicating if genre is present
185
+ - `suspense` : 1 or 0 indicating if genre is present
186
+ - `tear-jerker` : 1 or 0 indicating if genre is present
187
+ - `technology` : 1 or 0 indicating if genre is present
188
+ - `terrorists` : 1 or 0 indicating if genre is present
189
+ - `thriller` : 1 or 0 indicating if genre is present
190
+ - `time-travel` : 1 or 0 indicating if genre is present
191
+ - `tortured-hero` : 1 or 0 indicating if genre is present
192
+ - `tortured-heroine` : 1 or 0 indicating if genre is present
193
+ - `traditional-british` : 1 or 0 indicating if genre is present
194
+ - `traditional-regency` : 1 or 0 indicating if genre is present
195
+ - `twins` : 1 or 0 indicating if genre is present
196
+ - `tycoons` : 1 or 0 indicating if genre is present
197
+ - `ugly-duckling` : 1 or 0 indicating if genre is present
198
+ - `unicorns` : 1 or 0 indicating if genre is present
199
+ - `urban-fantasy` : 1 or 0 indicating if genre is present
200
+ - `vampires` : 1 or 0 indicating if genre is present
201
+ - `vikings` : 1 or 0 indicating if genre is present
202
+ - `virgin-hero` : 1 or 0 indicating if genre is present
203
+ - `virgins` : 1 or 0 indicating if genre is present
204
+ - `visionary-&-metaphysical` : 1 or 0 indicating if genre is present
205
+ - `wagon-train` : 1 or 0 indicating if genre is present
206
+ - `werewolves-shapeshifters` : 1 or 0 indicating if genre is present
207
+ - `western` : 1 or 0 indicating if genre is present
208
+ - `widow-widower` : 1 or 0 indicating if genre is present
209
+ - `witch-warlock-mage-wizard` : 1 or 0 indicating if genre is present
210
+ - `women-sleuths` : 1 or 0 indicating if genre is present
211
+ - `young-adult-teens` : 1 or 0 indicating if genre is present
212
+ - `zombies` : 1 or 0 indicating if genre is present
213
 
214
  Languages
215
  ---
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