up
Browse files- .gitattributes +2 -0
- cluster_labels.npy +3 -0
- cluster_summaries.json +3 -0
- df_categories_count.csv +173 -0
- educational_score.png +3 -0
- embeddings.npy +3 -0
- faiss.index +3 -0
- mistral_prompt.txt +1 -0
- projections.npy +3 -0
- texts.json +3 -0
- topics_distpng.png +3 -0
.gitattributes
CHANGED
@@ -56,3 +56,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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*.index filter=lfs diff=lfs merge=lfs -text
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*.json filter=lfs diff=lfs merge=lfs -text
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cluster_labels.npy
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:9488211a135bb930fd41f607418c3c0f6575e0e2b6a5278c830e21900bf2d55c
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size 800128
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cluster_summaries.json
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:33518ff28daef8dda2565e3fd51a0e42b405e0e29c6d16fb734b3688eb3e4e77
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size 11902
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df_categories_count.csv
ADDED
@@ -0,0 +1,173 @@
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1 |
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2 |
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0,Computer Programming and Software Development,1385
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1,Education,1371
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2,Language Learning and Education,1338
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3,Biblical Studies and Hebrew Bible,1205
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6 |
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11,Climate Change and Meteorology,633
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12,Renewable Energy and Climate Change,617
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14,Christian Church History and Literature,563
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20,HIV/AIDS and its related research,396
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26,Paleontology and Evolutionary Biology,353
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31 |
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29,Bullying and Conflict Resolution,328
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32,Diabetes and Metabolic Syndrome,311
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33,American Government and Politics,306
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36 |
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34,Environmental Science,298
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35,Space exploration and technology,297
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36,Cardiovascular System,289
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39 |
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37,Dental Health and Hygiene,282
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40 |
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38,Animal Biology and Zoology,280
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39,Astronomy and Astrophysics,265
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42 |
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40,Historical Architecture and Landmarks,258
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43 |
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41,History and Cultural Studies,256
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44 |
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42,Water Conservation and Access,250
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45 |
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43,Astronomy and Space Exploration,227
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46 |
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44,Vitamin D and Health,226
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47 |
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45,Substance Abuse and Addiction,224
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48 |
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46,Science Education,223
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49 |
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47,Glaciology and Climate Change,222
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50 |
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48,Technology Integration in Education,222
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51 |
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49,Ophthalmology and Eye Health,218
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50,Earthquakes and Geology,218
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53 |
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51,Cryptography and Computer Security,217
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54 |
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52,Sleep Disorders and Sleep Health,214
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55 |
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53,Materials Science and Engineering,212
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56 |
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54,Renaissance Art and History,209
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57 |
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55,Middle Eastern History and Politics,209
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56,Nuclear Accidents and Their Health Effects,203
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59 |
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57,Aquatic and Marine Biology,197
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60 |
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58,Personal Finance and Accounting,192
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61 |
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59,Cetacean Biology and Behavior,188
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62 |
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60,Smoking and Health,186
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63 |
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61,Mental Health and Psychological Disorders,185
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62,Herpetology,184
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63,Obesity and Health,184
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64,Western Classical Music,183
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65,Sports Training and Strategy,178
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66,Insects,174
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67,Space Science and Astronomy,168
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68,Breast Cancer Screening and Diagnosis,166
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69,Nutrition and Dietary Guidelines,163
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70,Islam,161
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71,Environmental Conservation and Natural Resources,161
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72,Grammar and Language Usage,159
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73,Mental Health,159
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74,Music Education,154
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75,Volcanology,153
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76,Asthma and its public health integration,153
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77,Geology and Mineralogy,152
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78,Battery Technology and Heat Transfer,152
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79,Public Health,151
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80,Engineering and Physics,149
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81,Beekeeping and Honeybees,146
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82,Human Biology,144
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83,Child Abuse and Domestic Violence,142
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84,Literature and Literary History,141
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85,Photography and Image Sensors,139
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86,Particle Physics,136
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87,European History and Geography,133
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88,Medical Entomology,129
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89,Public Health and Toxicology,127
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90,Human Genetics and Ancient DNA,127
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91,Hydraulic Fracturing or Fracking,124
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92,Medicine and Food Safety,123
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93,Medical Research,122
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94,Agriculture and Farming,122
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95,Alzheimer's Disease and Dementia,121
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96,Autism Spectrum Disorders,121
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97,Environmental Science and Policy,119
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98,Traffic and Bicycle Safety,117
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101 |
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99,Human Reproductive System,117
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102 |
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100,Alternative Energy and Vehicles,117
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103 |
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101,Agriculture and Food Policy,115
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104 |
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102,Nuclear Physics and Radiation Safety,115
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105 |
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103,Wildlife Management and Conservation,114
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104,Space Exploration and Technology,113
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107 |
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105,Neuroscience,112
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108 |
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106,Malaria Control,111
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109 |
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107,Eating Disorders,110
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110 |
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108,History and Economics of Currency,108
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111 |
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109,Asteroid Impacts and Near Misses,108
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112 |
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110,Prenatal Care and Genetics,108
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113 |
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111,Allergies and Immunology,107
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114 |
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112,Space Exploration,105
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115 |
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113,Emergency Management and Fire Safety,105
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116 |
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114,Audiology and Hearing Loss,104
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117 |
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115,Nutrition and School Lunch Programs,102
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116,Bacterial Infections and Antimicrobial Resistance,101
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117,Olympic Games and Paralympic Games,100
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120 |
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118,Telecommunications and Wireless Communications,96
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121 |
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119,Gastrointestinal Cancers,94
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122 |
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120,New Zealand and Pacific Islands History & Culture,94
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123 |
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121,History and Politics,93
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124 |
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122,Western History and Culture,93
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125 |
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123,Environmental Science and Disaster Management,92
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126 |
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124,Cardiovascular Diseases and Bone Health,92
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125,Labor Economics and Social Welfare,90
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128 |
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126,Horticulture and Plant Care,90
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129 |
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127,Cardiovascular Health and Hypertension,89
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128,Climate Change Policy and Activism,89
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131 |
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129,Marine Biology,85
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132 |
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130,Economics and Financial History,84
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133 |
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131,Maritime History,82
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134 |
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132,Christianity and Papal History,81
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135 |
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133,European Geography and History,77
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136 |
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134,Genetically Modified Organisms,76
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137 |
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135,Health Care Disparities and Access,76
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138 |
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136,Technology and Social Media,76
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139 |
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137,Baking & Cooking,76
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140 |
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138,Wind Energy and Its Applications,76
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141 |
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139,Music Theory and Instrument Tuning,76
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142 |
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140,Beer and Alcoholic Beverages,75
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143 |
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141,Sports Safety and Concussions,73
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144 |
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142,Quantum Physics and Computer Science,69
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145 |
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143,Health Benefits and Effects of Caffeine & Coffee,69
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146 |
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144,Education and Environmental Studies,68
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147 |
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145,Lead Poisoning and Prevention,67
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148 |
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146,Computer Science,67
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149 |
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147,Nutrition and Health Benefits of Essential Fatty Acids,66
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150 |
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148,Multiple Sclerosis and Neurology,65
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151 |
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149,Fire Safety and Prevention,64
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152 |
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150,Thyroid-related disorders and hormonal regulation in animals,64
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153 |
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151,Stem Cell Research and Biomedicine,64
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152,Sustainable Development and Productivity,64
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153,History of American Pilgrims and Thanksgiving,63
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156 |
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154,Water Quality,62
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155,Gastroesophageal Reflux Disease,62
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158 |
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156,Irish History and Culture,59
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159 |
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157,Headaches and Migraines,59
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160 |
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158,Attention Deficit Hyperactivity Disorder,59
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161 |
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159,Graphene and Nanotechnology,58
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162 |
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160,Otitis and Ear Infections,57
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163 |
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161,Urinary System and Associated Health Issues,54
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164 |
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162,Ancient History / Archaeology,51
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165 |
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163,Chiropteran Biology and Conservation,50
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166 |
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164,Autoimmune Diseases,50
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167 |
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165,Avian Biology and Pet Care,50
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168 |
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166,Cybersecurity and Computer Network Protection,50
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169 |
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167,Food Allergies,50
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170 |
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168,Music Instruments and Orchestration,50
|
171 |
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169,Computer Servers and Virtualization,49
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172 |
+
170,Chemistry and Physics,43
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173 |
+
171,Mathematics Education,40
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educational_score.png
ADDED
Git LFS Details
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embeddings.npy
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:c56bbf7d9b93080d216c47617b22c040844d15b527d8106f11930d769b723524
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size 153600128
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faiss.index
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:74e4374c5c75c2069ed5d2381b7ebb3127332b83921743b32a5c36e524b3d2bb
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size 153600045
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mistral_prompt.txt
ADDED
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Use three words total (comma separated)to describe general topics in above texts. Under no circumstances use enumeration. Example format: Tree, Cat, Fireman
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projections.npy
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:734dbf6aadb5d9bcb36ec23c372acfdb247a6e5f73b47f8efe27f174685d5e97
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3 |
+
size 800128
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texts.json
ADDED
@@ -0,0 +1,3 @@
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1 |
+
version https://git-lfs.github.com/spec/v1
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+
oid sha256:f8feb407dc18c1ff1ed562022e4df0be57866d0e695fa53ac722a1452d01044b
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size 494856546
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topics_distpng.png
ADDED
Git LFS Details
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