Add BERTopic model
Browse files- topic_embeddings.safetensors +1 -1
- topics.json +203 -108
topic_embeddings.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4696
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:302df81a99498998bf0bffec1f06d427e467982837d53790c506bbbf1dadae02
|
| 3 |
size 4696
|
topics.json
CHANGED
|
@@ -1,241 +1,336 @@
|
|
| 1 |
{
|
| 2 |
"topic_representations": {
|
| 3 |
"-1": [
|
| 4 |
-
[
|
| 5 |
-
"babi",
|
| 6 |
-
0.08787724392598305
|
| 7 |
-
],
|
| 8 |
[
|
| 9 |
"not",
|
| 10 |
-
0.
|
| 11 |
],
|
| 12 |
[
|
| 13 |
"hospit",
|
| 14 |
-
0.
|
| 15 |
],
|
| 16 |
[
|
| 17 |
"child",
|
| 18 |
-
0.
|
| 19 |
],
|
| 20 |
[
|
| 21 |
-
"
|
| 22 |
-
0.
|
| 23 |
],
|
| 24 |
[
|
| 25 |
-
"
|
| 26 |
-
0.
|
|
|
|
|
|
|
|
|
|
|
|
|
| 27 |
],
|
| 28 |
[
|
| 29 |
-
"
|
| 30 |
-
0.
|
| 31 |
],
|
| 32 |
[
|
| 33 |
-
"
|
| 34 |
-
0.
|
| 35 |
],
|
| 36 |
[
|
| 37 |
-
"
|
| 38 |
-
0.
|
| 39 |
],
|
| 40 |
[
|
| 41 |
-
"
|
| 42 |
-
0.
|
| 43 |
]
|
| 44 |
],
|
| 45 |
"0": [
|
| 46 |
[
|
| 47 |
-
"
|
| 48 |
-
0.
|
| 49 |
],
|
| 50 |
[
|
| 51 |
"hospit",
|
| 52 |
-
0.
|
| 53 |
],
|
| 54 |
[
|
| 55 |
-
"
|
| 56 |
-
0.
|
| 57 |
],
|
| 58 |
[
|
| 59 |
"not",
|
| 60 |
-
0.
|
| 61 |
],
|
| 62 |
[
|
| 63 |
-
"
|
| 64 |
-
0.
|
| 65 |
],
|
| 66 |
[
|
| 67 |
-
"
|
| 68 |
-
0.
|
| 69 |
],
|
| 70 |
[
|
| 71 |
-
"
|
| 72 |
-
0.
|
| 73 |
],
|
| 74 |
[
|
| 75 |
-
"
|
| 76 |
-
0.
|
| 77 |
],
|
| 78 |
[
|
| 79 |
-
"
|
| 80 |
-
0.
|
| 81 |
],
|
| 82 |
[
|
| 83 |
"clinic",
|
| 84 |
-
0.
|
| 85 |
]
|
| 86 |
],
|
| 87 |
"1": [
|
| 88 |
[
|
| 89 |
-
"
|
| 90 |
-
0.
|
| 91 |
],
|
| 92 |
[
|
| 93 |
-
"
|
| 94 |
-
0.
|
| 95 |
],
|
| 96 |
[
|
| 97 |
-
"
|
| 98 |
-
0.
|
| 99 |
],
|
| 100 |
[
|
| 101 |
-
"
|
| 102 |
-
0.
|
| 103 |
],
|
| 104 |
[
|
| 105 |
-
"
|
| 106 |
-
0.
|
| 107 |
],
|
| 108 |
[
|
| 109 |
-
"
|
| 110 |
-
0.
|
| 111 |
],
|
| 112 |
[
|
| 113 |
-
"
|
| 114 |
-
0.
|
| 115 |
],
|
| 116 |
[
|
| 117 |
-
"
|
| 118 |
-
0.
|
| 119 |
],
|
| 120 |
[
|
| 121 |
-
"
|
| 122 |
-
0.
|
| 123 |
],
|
| 124 |
[
|
| 125 |
-
"
|
| 126 |
-
0.
|
| 127 |
]
|
| 128 |
]
|
| 129 |
},
|
| 130 |
"topics": [
|
| 131 |
-
|
| 132 |
-
|
| 133 |
-
|
| 134 |
-
|
| 135 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 136 |
-1,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 137 |
-1,
|
| 138 |
-
1,
|
| 139 |
-1,
|
|
|
|
|
|
|
|
|
|
|
|
|
| 140 |
1,
|
| 141 |
-
-1,
|
| 142 |
0,
|
| 143 |
-
|
| 144 |
-
|
|
|
|
| 145 |
1,
|
| 146 |
0,
|
| 147 |
-
|
| 148 |
-
|
| 149 |
-
-1,
|
| 150 |
-
-1,
|
| 151 |
-
-1,
|
| 152 |
-
-1,
|
| 153 |
-
-1,
|
| 154 |
-
-1,
|
| 155 |
1,
|
| 156 |
0,
|
| 157 |
0,
|
| 158 |
0,
|
| 159 |
0,
|
| 160 |
-
|
|
|
|
|
|
|
|
|
|
| 161 |
1,
|
| 162 |
0,
|
| 163 |
-
|
| 164 |
-
-1,
|
| 165 |
-
-1,
|
| 166 |
0,
|
| 167 |
-1,
|
| 168 |
-
|
| 169 |
-
|
| 170 |
-
-1,
|
| 171 |
-1,
|
| 172 |
-1,
|
| 173 |
0,
|
| 174 |
0,
|
| 175 |
0,
|
| 176 |
-
1,
|
| 177 |
-
-1,
|
| 178 |
-
-1,
|
| 179 |
-
-1,
|
| 180 |
-
-1,
|
| 181 |
-
-1,
|
| 182 |
-
-1,
|
| 183 |
0,
|
| 184 |
0,
|
| 185 |
0,
|
| 186 |
0,
|
| 187 |
0,
|
| 188 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 189 |
0,
|
| 190 |
1,
|
| 191 |
-
|
| 192 |
-
-1,
|
| 193 |
-
-1,
|
| 194 |
0,
|
| 195 |
1,
|
| 196 |
0,
|
| 197 |
1,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 198 |
0,
|
| 199 |
-
-1,
|
| 200 |
0,
|
| 201 |
-
-1,
|
| 202 |
-
-1,
|
| 203 |
-
-1,
|
| 204 |
-
-1,
|
| 205 |
-
-1,
|
| 206 |
0,
|
| 207 |
-1,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 208 |
-1,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 209 |
-1,
|
|
|
|
|
|
|
| 210 |
-1,
|
| 211 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 212 |
1,
|
|
|
|
|
|
|
|
|
|
| 213 |
-1,
|
|
|
|
|
|
|
|
|
|
| 214 |
-1,
|
|
|
|
|
|
|
| 215 |
-1,
|
| 216 |
0,
|
|
|
|
| 217 |
-1,
|
| 218 |
-1,
|
| 219 |
-
0,
|
| 220 |
-1,
|
| 221 |
0,
|
| 222 |
-1,
|
| 223 |
0,
|
| 224 |
-
|
| 225 |
0,
|
| 226 |
-1,
|
| 227 |
-
|
| 228 |
1,
|
| 229 |
-1,
|
|
|
|
| 230 |
-1,
|
| 231 |
-
|
| 232 |
-1,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 233 |
0
|
| 234 |
],
|
| 235 |
"topic_sizes": {
|
| 236 |
-
"
|
| 237 |
-
"-1":
|
| 238 |
-
"
|
| 239 |
},
|
| 240 |
"topic_mapper": [
|
| 241 |
[
|
|
@@ -258,9 +353,9 @@
|
|
| 258 |
]
|
| 259 |
],
|
| 260 |
"topic_labels": {
|
| 261 |
-
"-1": "-
|
| 262 |
-
"0": "
|
| 263 |
-
"1": "
|
| 264 |
},
|
| 265 |
"custom_labels": null,
|
| 266 |
"_outliers": 1,
|
|
|
|
| 1 |
{
|
| 2 |
"topic_representations": {
|
| 3 |
"-1": [
|
|
|
|
|
|
|
|
|
|
|
|
|
| 4 |
[
|
| 5 |
"not",
|
| 6 |
+
0.08884998353167763
|
| 7 |
],
|
| 8 |
[
|
| 9 |
"hospit",
|
| 10 |
+
0.06774641279829727
|
| 11 |
],
|
| 12 |
[
|
| 13 |
"child",
|
| 14 |
+
0.06528612391960899
|
| 15 |
],
|
| 16 |
[
|
| 17 |
+
"well",
|
| 18 |
+
0.06056196043852575
|
| 19 |
],
|
| 20 |
[
|
| 21 |
+
"pas",
|
| 22 |
+
0.060391708935210654
|
| 23 |
+
],
|
| 24 |
+
[
|
| 25 |
+
"clinic",
|
| 26 |
+
0.059648981713654264
|
| 27 |
],
|
| 28 |
[
|
| 29 |
+
"babi",
|
| 30 |
+
0.05611401838645225
|
| 31 |
],
|
| 32 |
[
|
| 33 |
+
"day",
|
| 34 |
+
0.05539450713352081
|
| 35 |
],
|
| 36 |
[
|
| 37 |
+
"doctor",
|
| 38 |
+
0.052339481077182566
|
| 39 |
],
|
| 40 |
[
|
| 41 |
+
"mother",
|
| 42 |
+
0.05202270248576627
|
| 43 |
]
|
| 44 |
],
|
| 45 |
"0": [
|
| 46 |
[
|
| 47 |
+
"child",
|
| 48 |
+
0.07034195543319399
|
| 49 |
],
|
| 50 |
[
|
| 51 |
"hospit",
|
| 52 |
+
0.07029980576961407
|
| 53 |
],
|
| 54 |
[
|
| 55 |
+
"babi",
|
| 56 |
+
0.06610786550811855
|
| 57 |
],
|
| 58 |
[
|
| 59 |
"not",
|
| 60 |
+
0.05642717081433925
|
| 61 |
],
|
| 62 |
[
|
| 63 |
+
"day",
|
| 64 |
+
0.056204965605915605
|
| 65 |
],
|
| 66 |
[
|
| 67 |
+
"mother",
|
| 68 |
+
0.052431937019415856
|
| 69 |
],
|
| 70 |
[
|
| 71 |
+
"doctor",
|
| 72 |
+
0.03880767720205223
|
| 73 |
],
|
| 74 |
[
|
| 75 |
+
"pas",
|
| 76 |
+
0.037582171606197944
|
| 77 |
],
|
| 78 |
[
|
| 79 |
+
"after",
|
| 80 |
+
0.03753383265414973
|
| 81 |
],
|
| 82 |
[
|
| 83 |
"clinic",
|
| 84 |
+
0.036716489493350664
|
| 85 |
]
|
| 86 |
],
|
| 87 |
"1": [
|
| 88 |
[
|
| 89 |
+
"hiv",
|
| 90 |
+
0.09420349107837497
|
| 91 |
],
|
| 92 |
[
|
| 93 |
+
"babi",
|
| 94 |
+
0.08380449156732242
|
| 95 |
],
|
| 96 |
[
|
| 97 |
+
"mother",
|
| 98 |
+
0.07171776197229678
|
| 99 |
],
|
| 100 |
[
|
| 101 |
+
"not",
|
| 102 |
+
0.06804851712908734
|
| 103 |
],
|
| 104 |
[
|
| 105 |
+
"month",
|
| 106 |
+
0.05908080568156073
|
| 107 |
],
|
| 108 |
[
|
| 109 |
+
"got",
|
| 110 |
+
0.05435547172123843
|
| 111 |
],
|
| 112 |
[
|
| 113 |
+
"hospit",
|
| 114 |
+
0.04775842158425419
|
| 115 |
],
|
| 116 |
[
|
| 117 |
+
"clinic",
|
| 118 |
+
0.045227183468219634
|
| 119 |
],
|
| 120 |
[
|
| 121 |
+
"respond",
|
| 122 |
+
0.045158160700012405
|
| 123 |
],
|
| 124 |
[
|
| 125 |
+
"born",
|
| 126 |
+
0.041168497068004614
|
| 127 |
]
|
| 128 |
]
|
| 129 |
},
|
| 130 |
"topics": [
|
| 131 |
+
0,
|
| 132 |
+
0,
|
| 133 |
+
0,
|
| 134 |
+
0,
|
| 135 |
+
0,
|
| 136 |
+
0,
|
| 137 |
+
0,
|
| 138 |
+
0,
|
| 139 |
+
0,
|
| 140 |
+
0,
|
| 141 |
+
0,
|
| 142 |
+
0,
|
| 143 |
+
0,
|
| 144 |
+
0,
|
| 145 |
-1,
|
| 146 |
+
0,
|
| 147 |
+
0,
|
| 148 |
+
0,
|
| 149 |
+
0,
|
| 150 |
+
0,
|
| 151 |
+
0,
|
| 152 |
+
0,
|
| 153 |
+
0,
|
| 154 |
-1,
|
|
|
|
| 155 |
-1,
|
| 156 |
+
0,
|
| 157 |
+
0,
|
| 158 |
+
0,
|
| 159 |
+
0,
|
| 160 |
1,
|
|
|
|
| 161 |
0,
|
| 162 |
+
0,
|
| 163 |
+
0,
|
| 164 |
+
0,
|
| 165 |
1,
|
| 166 |
0,
|
| 167 |
+
0,
|
| 168 |
+
0,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 169 |
1,
|
| 170 |
0,
|
| 171 |
0,
|
| 172 |
0,
|
| 173 |
0,
|
| 174 |
+
0,
|
| 175 |
+
0,
|
| 176 |
+
0,
|
| 177 |
+
0,
|
| 178 |
1,
|
| 179 |
0,
|
| 180 |
+
0,
|
|
|
|
|
|
|
| 181 |
0,
|
| 182 |
-1,
|
| 183 |
+
0,
|
| 184 |
+
0,
|
|
|
|
| 185 |
-1,
|
| 186 |
-1,
|
| 187 |
0,
|
| 188 |
0,
|
| 189 |
0,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 190 |
0,
|
| 191 |
0,
|
| 192 |
0,
|
| 193 |
0,
|
| 194 |
0,
|
| 195 |
+
0,
|
| 196 |
+
0,
|
| 197 |
+
0,
|
| 198 |
+
0,
|
| 199 |
+
0,
|
| 200 |
+
0,
|
| 201 |
+
0,
|
| 202 |
+
0,
|
| 203 |
+
0,
|
| 204 |
+
0,
|
| 205 |
+
0,
|
| 206 |
+
0,
|
| 207 |
+
0,
|
| 208 |
+
0,
|
| 209 |
0,
|
| 210 |
1,
|
| 211 |
+
1,
|
|
|
|
|
|
|
| 212 |
0,
|
| 213 |
1,
|
| 214 |
0,
|
| 215 |
1,
|
| 216 |
+
1,
|
| 217 |
+
1,
|
| 218 |
+
0,
|
| 219 |
+
0,
|
| 220 |
+
0,
|
| 221 |
+
0,
|
| 222 |
+
0,
|
| 223 |
+
0,
|
| 224 |
+
0,
|
| 225 |
+
0,
|
| 226 |
+
0,
|
| 227 |
+
0,
|
| 228 |
0,
|
|
|
|
| 229 |
0,
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 230 |
0,
|
| 231 |
-1,
|
| 232 |
+
0,
|
| 233 |
+
0,
|
| 234 |
+
0,
|
| 235 |
+
0,
|
| 236 |
+
1,
|
| 237 |
+
0,
|
| 238 |
+
0,
|
| 239 |
+
0,
|
| 240 |
+
0,
|
| 241 |
+
0,
|
| 242 |
+
0,
|
| 243 |
+
0,
|
| 244 |
+
0,
|
| 245 |
+
0,
|
| 246 |
-1,
|
| 247 |
+
0,
|
| 248 |
+
0,
|
| 249 |
+
0,
|
| 250 |
+
0,
|
| 251 |
+
0,
|
| 252 |
+
0,
|
| 253 |
+
0,
|
| 254 |
+
0,
|
| 255 |
+
0,
|
| 256 |
+
0,
|
| 257 |
+
0,
|
| 258 |
+
0,
|
| 259 |
+
0,
|
| 260 |
+
0,
|
| 261 |
+
0,
|
| 262 |
+
0,
|
| 263 |
+
1,
|
| 264 |
+
0,
|
| 265 |
+
0,
|
| 266 |
+
0,
|
| 267 |
+
0,
|
| 268 |
-1,
|
| 269 |
+
0,
|
| 270 |
+
0,
|
| 271 |
-1,
|
| 272 |
+
0,
|
| 273 |
+
0,
|
| 274 |
+
0,
|
| 275 |
+
0,
|
| 276 |
+
0,
|
| 277 |
+
0,
|
| 278 |
+
0,
|
| 279 |
+
0,
|
| 280 |
+
0,
|
| 281 |
+
0,
|
| 282 |
+
0,
|
| 283 |
1,
|
| 284 |
+
0,
|
| 285 |
+
0,
|
| 286 |
+
0,
|
| 287 |
-1,
|
| 288 |
+
0,
|
| 289 |
+
0,
|
| 290 |
+
0,
|
| 291 |
-1,
|
| 292 |
+
0,
|
| 293 |
+
0,
|
| 294 |
-1,
|
| 295 |
0,
|
| 296 |
+
0,
|
| 297 |
-1,
|
| 298 |
-1,
|
|
|
|
| 299 |
-1,
|
| 300 |
0,
|
| 301 |
-1,
|
| 302 |
0,
|
| 303 |
+
0,
|
| 304 |
0,
|
| 305 |
-1,
|
| 306 |
+
0,
|
| 307 |
1,
|
| 308 |
-1,
|
| 309 |
+
0,
|
| 310 |
-1,
|
| 311 |
+
0,
|
| 312 |
-1,
|
| 313 |
+
1,
|
| 314 |
+
0,
|
| 315 |
+
0,
|
| 316 |
+
0,
|
| 317 |
+
0,
|
| 318 |
+
0,
|
| 319 |
+
0,
|
| 320 |
+
0,
|
| 321 |
+
0,
|
| 322 |
+
0,
|
| 323 |
+
0,
|
| 324 |
+
0,
|
| 325 |
+
0,
|
| 326 |
+
0,
|
| 327 |
+
0,
|
| 328 |
0
|
| 329 |
],
|
| 330 |
"topic_sizes": {
|
| 331 |
+
"0": 162,
|
| 332 |
+
"-1": 21,
|
| 333 |
+
"1": 15
|
| 334 |
},
|
| 335 |
"topic_mapper": [
|
| 336 |
[
|
|
|
|
| 353 |
]
|
| 354 |
],
|
| 355 |
"topic_labels": {
|
| 356 |
+
"-1": "-1_not_hospit_child_well",
|
| 357 |
+
"0": "0_child_hospit_babi_not",
|
| 358 |
+
"1": "1_hiv_babi_mother_not"
|
| 359 |
},
|
| 360 |
"custom_labels": null,
|
| 361 |
"_outliers": 1,
|