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spacy
/
pl_core_news_sm

Token Classification
spaCy
Polish
Eval Results
Model card Files Community
adrianeboyd commited on
Commit
dfb7e00
·
1 Parent(s): 987905d

Update spaCy pipeline

Browse files
Files changed (14) hide show
  1. README.md +28 -28
  2. accuracy.json +285 -290
  3. config.cfg +7 -6
  4. lemmatizer/model +1 -1
  5. meta.json +288 -293
  6. morphologizer/model +1 -1
  7. ner/model +2 -2
  8. parser/model +1 -1
  9. pl_core_news_sm-any-py3-none-any.whl +2 -2
  10. senter/model +1 -1
  11. tagger/model +2 -2
  12. tok2vec/model +2 -2
  13. tokenizer +1 -1
  14. vocab/strings.json +2 -2
README.md CHANGED
@@ -14,62 +14,62 @@ model-index:
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
- value: 0.8010335917
18
  - name: NER Recall
19
  type: recall
20
- value: 0.7903123008
21
  - name: NER F Score
22
  type: f_score
23
- value: 0.7956368303
24
  - task:
25
  name: TAG
26
  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
29
  type: accuracy
30
- value: 0.9793305286
31
  - task:
32
  name: POS
33
  type: token-classification
34
  metrics:
35
  - name: POS (UPOS) Accuracy
36
  type: accuracy
37
- value: 0.9697981705
38
  - task:
39
  name: MORPH
40
  type: token-classification
41
  metrics:
42
  - name: Morph (UFeats) Accuracy
43
  type: accuracy
44
- value: 0.8774950281
45
  - task:
46
  name: LEMMA
47
  type: token-classification
48
  metrics:
49
  - name: Lemma Accuracy
50
  type: accuracy
51
- value: 0.9303074713
52
  - task:
53
  name: UNLABELED_DEPENDENCIES
54
  type: token-classification
55
  metrics:
56
  - name: Unlabeled Attachment Score (UAS)
57
  type: f_score
58
- value: 0.8797280809
59
  - task:
60
  name: LABELED_DEPENDENCIES
61
  type: token-classification
62
  metrics:
63
  - name: Labeled Attachment Score (LAS)
64
  type: f_score
65
- value: 0.797664895
66
  - task:
67
  name: SENTS
68
  type: token-classification
69
  metrics:
70
  - name: Sentences F-Score
71
  type: f_score
72
- value: 0.9586814179
73
  ---
74
  ### Details: https://spacy.io/models/pl#pl_core_news_sm
75
 
@@ -78,8 +78,8 @@ Polish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, l
78
  | Feature | Description |
79
  | --- | --- |
80
  | **Name** | `pl_core_news_sm` |
81
- | **Version** | `3.4.0` |
82
- | **spaCy** | `>=3.4.0,<3.5.0` |
83
  | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `tagger`, `attribute_ruler`, `ner` |
84
  | **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `tagger`, `senter`, `attribute_ruler`, `ner` |
85
  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
@@ -106,22 +106,22 @@ Polish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, l
106
 
107
  | Type | Score |
108
  | --- | --- |
109
- | `TOKEN_ACC` | 99.99 |
110
  | `TOKEN_P` | 99.63 |
111
  | `TOKEN_R` | 99.83 |
112
  | `TOKEN_F` | 99.73 |
113
- | `POS_ACC` | 96.98 |
114
- | `MORPH_ACC` | 87.75 |
115
- | `MORPH_MICRO_P` | 93.73 |
116
- | `MORPH_MICRO_R` | 93.44 |
117
- | `MORPH_MICRO_F` | 93.58 |
118
- | `SENTS_P` | 95.89 |
119
- | `SENTS_R` | 95.85 |
120
- | `SENTS_F` | 95.87 |
121
- | `DEP_UAS` | 87.97 |
122
- | `DEP_LAS` | 79.77 |
123
- | `LEMMA_ACC` | 93.03 |
124
- | `TAG_ACC` | 97.93 |
125
- | `ENTS_P` | 80.10 |
126
- | `ENTS_R` | 79.03 |
127
- | `ENTS_F` | 79.56 |
 
14
  metrics:
15
  - name: NER Precision
16
  type: precision
17
+ value: 0.8019169329
18
  - name: NER Recall
19
  type: recall
20
+ value: 0.7998725303
21
  - name: NER F Score
22
  type: f_score
23
+ value: 0.8008934269
24
  - task:
25
  name: TAG
26
  type: token-classification
27
  metrics:
28
  - name: TAG (XPOS) Accuracy
29
  type: accuracy
30
+ value: 0.9793610146
31
  - task:
32
  name: POS
33
  type: token-classification
34
  metrics:
35
  - name: POS (UPOS) Accuracy
36
  type: accuracy
37
+ value: 0.9705532162
38
  - task:
39
  name: MORPH
40
  type: token-classification
41
  metrics:
42
  - name: Morph (UFeats) Accuracy
43
  type: accuracy
44
+ value: 0.8796817839
45
  - task:
46
  name: LEMMA
47
  type: token-classification
48
  metrics:
49
  - name: Lemma Accuracy
50
  type: accuracy
51
+ value: 0.9309169
52
  - task:
53
  name: UNLABELED_DEPENDENCIES
54
  type: token-classification
55
  metrics:
56
  - name: Unlabeled Attachment Score (UAS)
57
  type: f_score
58
+ value: 0.8774553377
59
  - task:
60
  name: LABELED_DEPENDENCIES
61
  type: token-classification
62
  metrics:
63
  - name: Labeled Attachment Score (LAS)
64
  type: f_score
65
+ value: 0.7968842575
66
  - task:
67
  name: SENTS
68
  type: token-classification
69
  metrics:
70
  - name: Sentences F-Score
71
  type: f_score
72
+ value: 0.9606868504
73
  ---
74
  ### Details: https://spacy.io/models/pl#pl_core_news_sm
75
 
 
78
  | Feature | Description |
79
  | --- | --- |
80
  | **Name** | `pl_core_news_sm` |
81
+ | **Version** | `3.5.0` |
82
+ | **spaCy** | `>=3.5.0,<3.6.0` |
83
  | **Default Pipeline** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `tagger`, `attribute_ruler`, `ner` |
84
  | **Components** | `tok2vec`, `morphologizer`, `parser`, `lemmatizer`, `tagger`, `senter`, `attribute_ruler`, `ner` |
85
  | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
 
106
 
107
  | Type | Score |
108
  | --- | --- |
109
+ | `TOKEN_ACC` | 99.98 |
110
  | `TOKEN_P` | 99.63 |
111
  | `TOKEN_R` | 99.83 |
112
  | `TOKEN_F` | 99.73 |
113
+ | `POS_ACC` | 97.06 |
114
+ | `MORPH_ACC` | 87.97 |
115
+ | `MORPH_MICRO_P` | 93.82 |
116
+ | `MORPH_MICRO_R` | 93.59 |
117
+ | `MORPH_MICRO_F` | 93.70 |
118
+ | `SENTS_P` | 96.16 |
119
+ | `SENTS_R` | 95.98 |
120
+ | `SENTS_F` | 96.07 |
121
+ | `DEP_UAS` | 87.75 |
122
+ | `DEP_LAS` | 79.69 |
123
+ | `LEMMA_ACC` | 93.09 |
124
+ | `TAG_ACC` | 97.94 |
125
+ | `ENTS_P` | 80.19 |
126
+ | `ENTS_R` | 79.99 |
127
+ | `ENTS_F` | 80.09 |
accuracy.json CHANGED
@@ -1,158 +1,158 @@
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  "token_p": 0.99628964,
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  "token_r": 0.9982863284,
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  "token_f": 0.9972869848,
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- "pos_acc": 0.9697981705,
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- "morph_acc": 0.8774950281,
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- "morph_micro_p": 0.9372763935,
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- "morph_micro_r": 0.9343927541,
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@@ -161,190 +161,195 @@
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414
  "aux:cnd": {
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@@ -422,34 +427,19 @@
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  "f": 0.0
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@@ -467,46 +457,51 @@
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  "f": 0.8823529412
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489
  "obl:orphan": {
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494
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@@ -514,9 +509,9 @@
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516
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521
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@@ -524,10 +519,10 @@
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526
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527
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528
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529
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530
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531
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532
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533
  }
 
1
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62
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92
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97
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102
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105
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109
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110
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112
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117
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118
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120
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124
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127
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128
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132
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133
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134
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137
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140
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142
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145
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148
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150
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151
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152
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153
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154
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155
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156
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157
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158
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161
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162
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163
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164
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165
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167
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168
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169
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171
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172
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173
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174
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176
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177
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178
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179
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180
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181
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182
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183
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184
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185
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186
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187
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189
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191
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192
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193
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194
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199
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284
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289
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294
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299
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324
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329
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344
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349
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353
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354
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355
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357
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359
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364
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384
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389
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393
  },
394
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397
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398
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399
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433
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434
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438
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439
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443
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457
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459
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470
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config.cfg CHANGED
@@ -81,8 +81,8 @@ nO = null
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83
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88
  [components.ner.model.tok2vec.encode]
@@ -158,8 +158,8 @@ normalize = false
158
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159
  @architectures = "spacy.MultiHashEmbed.v2"
160
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163
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164
 
165
  [components.tagger.model.tok2vec.encode]
@@ -178,8 +178,8 @@ factory = "tok2vec"
178
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179
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180
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182
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183
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185
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@@ -221,6 +221,7 @@ eval_frequency = 1000
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2094
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2144
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2195
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2254
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2255
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2256
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2257
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2258
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2259
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2260
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2261
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2262
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2263
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2264
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2265
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2266
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2267
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2268
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2269
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2270
  "obl:orphan":{
2271
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2272
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2273
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2274
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2275
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2276
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2277
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2278
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2279
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2280
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2281
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2282
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2283
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2284
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2285
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2286
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2287
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2288
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2289
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2290
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2291
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2292
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2293
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@@ -2295,9 +2290,9 @@
2295
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2296
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2297
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2298
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2299
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2300
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2301
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2302
  "time":{
2303
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@@ -2305,12 +2300,12 @@
2305
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2306
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2307
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2308
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2309
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2310
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2311
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2312
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2313
- "speed":8667.8864535478
2314
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2315
  "sources":[
2316
  {
 
1
  {
2
  "lang":"pl",
3
  "name":"core_news_sm",
4
+ "version":"3.5.0",
5
  "description":"Polish pipeline optimized for CPU. Components: tok2vec, morphologizer, parser, lemmatizer (trainable_lemmatizer), tagger, senter, ner.",
6
  "author":"Explosion",
7
  "email":"contact@explosion.ai",
8
  "url":"https://explosion.ai",
9
  "license":"GNU GPL 3.0",
10
+ "spacy_version":">=3.5.0,<3.6.0",
11
+ "spacy_git_version":"9e0322de1",
12
  "vectors":{
13
  "width":0,
14
  "vectors":0,
 
1780
  "senter"
1781
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1782
  "performance":{
1783
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1784
  "token_p":0.99628964,
1785
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1786
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1787
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1788
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1789
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1790
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1791
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1792
  "morph_per_feat":{
1793
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1794
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1795
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1796
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1797
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1798
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1799
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1800
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1801
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1802
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1803
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1804
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1805
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1806
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1807
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1808
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1809
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1810
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1811
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1812
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1813
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1814
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1815
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1816
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1817
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1818
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1819
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1820
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1821
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1822
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1823
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1824
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1825
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1826
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1827
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1828
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1829
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1830
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1831
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1832
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1833
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1834
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1835
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1836
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1837
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1838
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1839
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1840
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1841
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1842
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1843
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1844
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1845
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1846
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1847
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1848
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1849
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1850
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1851
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1852
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1853
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1854
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1855
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1856
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1857
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1858
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1859
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1860
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1861
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1862
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1863
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1864
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1865
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1866
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1867
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1868
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1869
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1870
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1871
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1872
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1873
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1874
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1875
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1876
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1877
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1878
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1879
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1880
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1881
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1882
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1883
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1884
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1885
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1886
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1887
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1888
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1889
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1890
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1891
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1892
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1893
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1894
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1895
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1896
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1897
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1898
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1899
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1900
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1901
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1902
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1903
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1904
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1905
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1906
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1907
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1908
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1909
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1910
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1911
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1912
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1913
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1914
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1915
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1916
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1917
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1918
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1919
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1920
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1921
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1922
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1923
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1924
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1925
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1926
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1927
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1928
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1929
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1930
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1931
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1932
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1933
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1934
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1935
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1936
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1937
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1938
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1939
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1942
  },
1943
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1944
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1945
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1946
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1947
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1948
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1949
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1950
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1951
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1952
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1953
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1954
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1955
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1956
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1957
  }
1958
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1959
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1960
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1961
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1962
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1963
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1964
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1965
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1966
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1967
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1968
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1969
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1970
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1971
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1972
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1973
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1974
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1975
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1976
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1977
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1978
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1979
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1980
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1981
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1982
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1983
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1984
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1985
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1986
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1987
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1988
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1989
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1990
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1991
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1992
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1993
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1994
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1995
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1996
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1997
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1998
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1999
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2000
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2001
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2002
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2003
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2004
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2005
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2006
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2007
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2008
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2009
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2010
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2011
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2012
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2013
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2014
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2015
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2016
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2017
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2018
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2019
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2020
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2021
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2022
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2023
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2024
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2025
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2026
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2027
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2028
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2029
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2030
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2031
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2032
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2033
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2034
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2035
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2036
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2037
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2038
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2039
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2040
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2041
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2042
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2043
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2044
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2045
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2046
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2047
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2048
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2049
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2050
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2051
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2052
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2053
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2054
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2055
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2056
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2057
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2058
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2059
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2060
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2061
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2062
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2063
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2064
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2065
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2066
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2067
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2068
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2069
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2070
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2071
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2072
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2073
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2074
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2075
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2076
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2077
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2078
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2079
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2080
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2081
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2082
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2083
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2084
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2085
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2086
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2087
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2088
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2089
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2090
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2091
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2092
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2093
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2094
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2095
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2096
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2097
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2098
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2099
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2100
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2101
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2102
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2103
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2104
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2105
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2106
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2107
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2108
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2109
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2110
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2111
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2112
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2113
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2114
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2115
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2116
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2117
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2118
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2119
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2120
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2121
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2122
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2123
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2124
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2125
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2126
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2127
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2128
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2129
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2130
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2131
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2132
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2133
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2134
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2135
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2136
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2138
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2139
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2140
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2141
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2142
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2143
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2144
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2145
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2146
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2147
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2148
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2149
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2150
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2151
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2152
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2153
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2154
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2155
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2156
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2157
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2158
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2159
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2160
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2161
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2162
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2163
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2164
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2165
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2166
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2167
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2168
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2169
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2170
  "aux":{
2171
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2172
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2173
+ "f":0.8230088496
 
 
 
 
 
 
 
 
 
 
2174
  },
2175
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2176
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2177
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2178
+ "f":0.5641025641
 
 
 
 
 
2179
  },
2180
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2181
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2182
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2183
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2184
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2185
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2186
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2187
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2188
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2189
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2190
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2191
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2192
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2193
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2194
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2195
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2196
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2197
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2198
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2199
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2200
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2201
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2202
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2203
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2204
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2205
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2206
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2208
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2209
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2210
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2211
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2212
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2213
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2214
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2215
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2216
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2217
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2218
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2219
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2220
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2221
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2222
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2223
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2224
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2225
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2226
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2238
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2239
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2240
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2241
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2242
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2243
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2244
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2245
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2246
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2247
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2248
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2249
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2250
+ "orphan":{
 
 
 
 
 
2251
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2252
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2253
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2254
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2255
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2256
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2257
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2258
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2259
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2260
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2261
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2262
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2263
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2264
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2265
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2266
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2267
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2268
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2269
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2270
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2271
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2272
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2273
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2274
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2275
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2276
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2277
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2278
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2279
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2280
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2281
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2282
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2283
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2285
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2286
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2287
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2288
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2290
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2291
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2292
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2293
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2294
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2295
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2296
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2297
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2298
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2300
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2301
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2302
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2303
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2304
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