Add BERTopic model
Browse files- README.md +87 -0
- config.json +16 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +0 -0
- topic_embeddings.safetensors +3 -0
- topics.json +2285 -0
README.md
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---
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tags:
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- bertopic
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library_name: bertopic
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pipeline_tag: text-classification
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---
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# MARTINI_enrich_BERTopic_TruthHammer
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This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
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BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
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## Usage
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To use this model, please install BERTopic:
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```
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pip install -U bertopic
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```
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You can use the model as follows:
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```python
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from bertopic import BERTopic
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topic_model = BERTopic.load("AIDA-UPM/MARTINI_enrich_BERTopic_TruthHammer")
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topic_model.get_topic_info()
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```
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## Topic overview
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* Number of topics: 18
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* Number of training documents: 1748
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<details>
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<summary>Click here for an overview of all topics.</summary>
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| Topic ID | Topic Keywords | Topic Frequency | Label |
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|----------|----------------|-----------------|-------|
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| -1 | biden - fbi - military - truth - flynn | 25 | -1_biden_fbi_military_truth |
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| 0 | ballots - falsified - georgia - raffensperger - audit | 976 | 0_ballots_falsified_georgia_raffensperger |
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| 1 | globalists - illuminati - fauci - news - hearst | 107 | 1_globalists_illuminati_fauci_news |
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| 2 | truthhammer - haha - bitches - hopefully - scammers | 86 | 2_truthhammer_haha_bitches_hopefully |
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| 3 | twitter - musk - carlson - censorship - revealed | 74 | 3_twitter_musk_carlson_censorship |
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| 4 | transphobia - pervert - backlash - terrorists - liberal | 64 | 4_transphobia_pervert_backlash_terrorists |
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| 5 | god - prayers - miracles - freedom - lucifer | 50 | 5_god_prayers_miracles_freedom |
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| 6 | donald - speaker - mccarthy - jim - meme | 43 | 6_donald_speaker_mccarthy_jim |
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| 7 | desantis - ronnie - desanctimonious - loser - nominee | 42 | 7_desantis_ronnie_desanctimonious_loser |
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| 8 | perjury - indicted - pelosi - j6 - footage | 39 | 8_perjury_indicted_pelosi_j6 |
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| 9 | rfk - democrats - bernie - bannon - potentially | 35 | 9_rfk_democrats_bernie_bannon |
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| 10 | doj - prosecutions - durham - whatchagonnadoaboutit - unsubstantiated | 33 | 10_doj_prosecutions_durham_whatchagonnadoaboutit |
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| 11 | fakemocracy - president - amendments - tucker - polk | 32 | 11_fakemocracy_president_amendments_tucker |
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| 12 | hamas - gaza - israeli - atrocities - civilians | 31 | 12_hamas_gaza_israeli_atrocities |
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| 13 | ukraine - zelensky - kakhovka - sabotaged - headlines | 30 | 13_ukraine_zelensky_kakhovka_sabotaged |
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| 14 | biden - whistleblower - bribery - investigations - ukraine | 27 | 14_biden_whistleblower_bribery_investigations |
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| 15 | nani - lahaina - governor - sister - oprah | 27 | 15_nani_lahaina_governor_sister |
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| 16 | truthhammershop - shirts - mug - order - honduras | 27 | 16_truthhammershop_shirts_mug_order |
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</details>
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## Training hyperparameters
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* calculate_probabilities: True
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* language: None
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* low_memory: False
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* min_topic_size: 10
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* n_gram_range: (1, 1)
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* nr_topics: None
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* seed_topic_list: None
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* top_n_words: 10
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* verbose: False
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* zeroshot_min_similarity: 0.7
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* zeroshot_topic_list: None
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## Framework versions
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* Numpy: 1.26.4
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* HDBSCAN: 0.8.40
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* UMAP: 0.5.7
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* Pandas: 2.2.3
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* Scikit-Learn: 1.5.2
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* Sentence-transformers: 3.3.1
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* Transformers: 4.46.3
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* Numba: 0.60.0
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* Plotly: 5.24.1
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* Python: 3.10.12
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config.json
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{
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"calculate_probabilities": true,
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"language": null,
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"low_memory": false,
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"min_topic_size": 10,
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"n_gram_range": [
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1,
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1
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],
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"nr_topics": null,
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"seed_topic_list": null,
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"top_n_words": 10,
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"verbose": false,
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"zeroshot_min_similarity": 0.7,
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"zeroshot_topic_list": null
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}
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ctfidf.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:c805fcc5a5d852ad5154bb7323e4a3802b1e2a8c82793718489fcc6366eb8174
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size 316324
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ctfidf_config.json
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The diff for this file is too large to render.
See raw diff
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topic_embeddings.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e5b0c429e4507e167927e33d533afb5fa8c04fa5596a92827203ae6ed059141
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size 73816
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topics.json
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1,
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| 1002 |
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| 1003 |
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1,
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2,
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1,
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1,
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16,
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3,
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0,
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11,
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13,
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13,
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12,
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13,
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| 1198 |
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| 1199 |
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| 1200 |
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| 1201 |
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9,
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| 1202 |
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3,
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14,
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1,
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| 1213 |
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4,
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| 1214 |
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| 1215 |
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2,
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| 1216 |
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13,
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| 1217 |
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6,
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| 1218 |
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6,
|
| 1219 |
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| 1220 |
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| 1221 |
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2,
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| 1222 |
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| 1223 |
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| 1224 |
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-1,
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| 1228 |
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| 1229 |
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14,
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| 1230 |
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| 1231 |
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13,
|
| 1232 |
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| 1233 |
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5,
|
| 1234 |
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8,
|
| 1235 |
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2,
|
| 1236 |
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| 1237 |
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5,
|
| 1238 |
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| 1239 |
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-1,
|
| 1240 |
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|
| 1242 |
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-1,
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| 1243 |
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13,
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-1,
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| 1246 |
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-1,
|
| 1247 |
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3,
|
| 1248 |
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3,
|
| 1249 |
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13,
|
| 1250 |
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3,
|
| 1251 |
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13,
|
| 1252 |
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| 1253 |
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3,
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| 1255 |
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| 1256 |
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-1,
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| 1258 |
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1,
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| 1259 |
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0,
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|
| 1261 |
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-1,
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| 1262 |
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1,
|
| 1263 |
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|
| 1264 |
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| 1265 |
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1,
|
| 1266 |
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|
| 1267 |
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5,
|
| 1268 |
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|
| 1269 |
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-1,
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| 1270 |
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| 1271 |
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| 1272 |
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8,
|
| 1273 |
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|
| 1274 |
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| 1275 |
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7,
|
| 1276 |
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| 1277 |
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5,
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| 1278 |
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0,
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| 1280 |
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11,
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| 1285 |
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14,
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| 1286 |
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13,
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| 1287 |
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| 1288 |
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| 1289 |
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-1,
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| 1290 |
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0,
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|
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|
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14,
|
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14,
|
| 1297 |
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|
| 1298 |
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10,
|
| 1299 |
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| 1300 |
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0,
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13,
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| 1317 |
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8,
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| 1318 |
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4,
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| 1320 |
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1,
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| 1323 |
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2,
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1,
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| 1332 |
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2,
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| 1333 |
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2,
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| 1334 |
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2,
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| 1335 |
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| 1336 |
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| 1338 |
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3,
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| 1339 |
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| 1340 |
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7,
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| 1341 |
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13,
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|
| 1348 |
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| 1349 |
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2,
|
| 1350 |
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|
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5,
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| 1352 |
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2,
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|
| 1357 |
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|
| 1358 |
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|
| 1359 |
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|
| 1360 |
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2,
|
| 1361 |
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|
| 1362 |
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|
| 1363 |
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|
| 1364 |
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|
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1,
|
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1,
|
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1,
|
| 1368 |
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|
| 1369 |
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14,
|
| 1370 |
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|
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14,
|
| 1372 |
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14,
|
| 1373 |
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|
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|
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|
| 1376 |
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2,
|
| 1377 |
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|
| 1378 |
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8,
|
| 1379 |
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|
| 1380 |
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|
| 1381 |
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|
| 1382 |
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|
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|
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|
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|
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5,
|
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|
| 1388 |
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4,
|
| 1389 |
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10,
|
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|
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0,
|
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|
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|
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|
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|
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|
| 1397 |
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|
| 1398 |
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|
| 1399 |
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2,
|
| 1400 |
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|
| 1401 |
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1,
|
| 1402 |
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|
| 1403 |
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|
| 1404 |
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|
| 1405 |
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|
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5,
|
| 1407 |
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|
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|
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|
| 1410 |
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|
| 1411 |
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3,
|
| 1412 |
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3,
|
| 1413 |
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|
| 1414 |
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|
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|
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|
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|
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|
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|
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|
| 1423 |
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|
| 1424 |
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0,
|
| 1425 |
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|
| 1426 |
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1,
|
| 1427 |
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13,
|
| 1428 |
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0,
|
| 1429 |
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0,
|
| 1430 |
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5,
|
| 1431 |
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2,
|
| 1432 |
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|
| 1433 |
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-1,
|
| 1434 |
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0,
|
| 1435 |
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1,
|
| 1436 |
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1,
|
| 1437 |
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8,
|
| 1438 |
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8,
|
| 1439 |
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8,
|
| 1440 |
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|
| 1441 |
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|
| 1442 |
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|
| 1443 |
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-1,
|
| 1444 |
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|
| 1445 |
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-1,
|
| 1446 |
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0,
|
| 1447 |
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|
| 1448 |
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-1,
|
| 1449 |
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5,
|
| 1450 |
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7,
|
| 1451 |
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5,
|
| 1452 |
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5,
|
| 1453 |
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|
| 1454 |
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5,
|
| 1455 |
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-1,
|
| 1456 |
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-1,
|
| 1457 |
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14,
|
| 1458 |
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-1,
|
| 1459 |
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-1,
|
| 1460 |
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-1,
|
| 1461 |
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2,
|
| 1462 |
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-1,
|
| 1463 |
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1,
|
| 1464 |
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-1,
|
| 1465 |
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15,
|
| 1466 |
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15,
|
| 1467 |
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-1,
|
| 1468 |
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-1,
|
| 1469 |
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-1,
|
| 1470 |
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11,
|
| 1471 |
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11,
|
| 1472 |
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2,
|
| 1473 |
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2,
|
| 1474 |
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2,
|
| 1475 |
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11,
|
| 1476 |
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-1,
|
| 1477 |
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15,
|
| 1478 |
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15,
|
| 1479 |
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15,
|
| 1480 |
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15,
|
| 1481 |
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15,
|
| 1482 |
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-1,
|
| 1483 |
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15,
|
| 1484 |
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15,
|
| 1485 |
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15,
|
| 1486 |
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15,
|
| 1487 |
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15,
|
| 1488 |
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15,
|
| 1489 |
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15,
|
| 1490 |
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15,
|
| 1491 |
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15,
|
| 1492 |
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15,
|
| 1493 |
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15,
|
| 1494 |
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15,
|
| 1495 |
+
15,
|
| 1496 |
+
15,
|
| 1497 |
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15,
|
| 1498 |
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15,
|
| 1499 |
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0,
|
| 1500 |
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2,
|
| 1501 |
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|
| 1502 |
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| 1503 |
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| 1504 |
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15,
|
| 1505 |
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7,
|
| 1506 |
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2,
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| 1507 |
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| 1508 |
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| 1509 |
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| 1510 |
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| 1511 |
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0,
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| 1512 |
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0,
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7,
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| 1518 |
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|
| 1519 |
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| 1520 |
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| 1521 |
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| 1522 |
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| 1523 |
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0,
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| 1528 |
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3,
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| 1530 |
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3,
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| 1531 |
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3,
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| 1532 |
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| 1533 |
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1,
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| 1534 |
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1,
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| 1535 |
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| 1536 |
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1,
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| 1537 |
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| 1538 |
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| 1539 |
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1,
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3,
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2,
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| 1551 |
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| 1552 |
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7,
|
| 1553 |
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2,
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| 1554 |
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| 1555 |
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| 1556 |
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| 1557 |
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0,
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| 1558 |
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| 1559 |
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0,
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| 1560 |
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| 1561 |
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| 1562 |
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| 1563 |
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2,
|
| 1564 |
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|
| 1565 |
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| 1566 |
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| 1567 |
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16,
|
| 1568 |
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| 1569 |
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| 1570 |
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| 1571 |
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-1,
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| 1572 |
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| 1573 |
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| 1574 |
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16,
|
| 1575 |
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16,
|
| 1576 |
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| 1577 |
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11,
|
| 1578 |
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|
| 1579 |
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-1,
|
| 1580 |
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-1,
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| 1581 |
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16,
|
| 1582 |
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|
| 1583 |
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-1,
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| 1584 |
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16,
|
| 1585 |
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16,
|
| 1586 |
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-1,
|
| 1587 |
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-1,
|
| 1588 |
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-1,
|
| 1589 |
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-1,
|
| 1590 |
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-1,
|
| 1591 |
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-1,
|
| 1592 |
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-1,
|
| 1593 |
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-1,
|
| 1594 |
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-1,
|
| 1595 |
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16,
|
| 1596 |
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-1,
|
| 1597 |
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0,
|
| 1598 |
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-1,
|
| 1599 |
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15,
|
| 1600 |
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-1,
|
| 1601 |
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16,
|
| 1602 |
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-1,
|
| 1603 |
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16,
|
| 1604 |
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11,
|
| 1605 |
+
3,
|
| 1606 |
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-1,
|
| 1607 |
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-1,
|
| 1608 |
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-1,
|
| 1609 |
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-1,
|
| 1610 |
+
16,
|
| 1611 |
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-1,
|
| 1612 |
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7,
|
| 1613 |
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-1,
|
| 1614 |
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-1,
|
| 1615 |
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-1,
|
| 1616 |
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-1,
|
| 1617 |
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14,
|
| 1618 |
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-1,
|
| 1619 |
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-1,
|
| 1620 |
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-1,
|
| 1621 |
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-1,
|
| 1622 |
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0,
|
| 1623 |
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-1,
|
| 1624 |
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-1,
|
| 1625 |
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-1,
|
| 1626 |
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-1,
|
| 1627 |
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-1,
|
| 1628 |
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-1,
|
| 1629 |
+
3,
|
| 1630 |
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0,
|
| 1631 |
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0,
|
| 1632 |
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-1,
|
| 1633 |
+
-1,
|
| 1634 |
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0,
|
| 1635 |
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-1,
|
| 1636 |
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8,
|
| 1637 |
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-1,
|
| 1638 |
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-1,
|
| 1639 |
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-1,
|
| 1640 |
+
16,
|
| 1641 |
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-1,
|
| 1642 |
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0,
|
| 1643 |
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-1,
|
| 1644 |
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-1,
|
| 1645 |
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-1,
|
| 1646 |
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-1,
|
| 1647 |
+
4,
|
| 1648 |
+
5,
|
| 1649 |
+
-1,
|
| 1650 |
+
1,
|
| 1651 |
+
5,
|
| 1652 |
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-1,
|
| 1653 |
+
-1,
|
| 1654 |
+
-1,
|
| 1655 |
+
-1,
|
| 1656 |
+
-1,
|
| 1657 |
+
3,
|
| 1658 |
+
16,
|
| 1659 |
+
3,
|
| 1660 |
+
-1,
|
| 1661 |
+
7,
|
| 1662 |
+
2,
|
| 1663 |
+
-1,
|
| 1664 |
+
-1,
|
| 1665 |
+
5,
|
| 1666 |
+
-1,
|
| 1667 |
+
16,
|
| 1668 |
+
-1,
|
| 1669 |
+
-1,
|
| 1670 |
+
3,
|
| 1671 |
+
-1,
|
| 1672 |
+
8,
|
| 1673 |
+
3,
|
| 1674 |
+
-1,
|
| 1675 |
+
16,
|
| 1676 |
+
0,
|
| 1677 |
+
-1,
|
| 1678 |
+
-1,
|
| 1679 |
+
0,
|
| 1680 |
+
0,
|
| 1681 |
+
3,
|
| 1682 |
+
3,
|
| 1683 |
+
3,
|
| 1684 |
+
-1,
|
| 1685 |
+
11,
|
| 1686 |
+
-1,
|
| 1687 |
+
0,
|
| 1688 |
+
-1,
|
| 1689 |
+
0,
|
| 1690 |
+
-1,
|
| 1691 |
+
-1,
|
| 1692 |
+
-1,
|
| 1693 |
+
-1,
|
| 1694 |
+
-1,
|
| 1695 |
+
1,
|
| 1696 |
+
7,
|
| 1697 |
+
9,
|
| 1698 |
+
-1,
|
| 1699 |
+
-1,
|
| 1700 |
+
-1,
|
| 1701 |
+
-1,
|
| 1702 |
+
-1,
|
| 1703 |
+
8,
|
| 1704 |
+
0,
|
| 1705 |
+
0,
|
| 1706 |
+
-1,
|
| 1707 |
+
16,
|
| 1708 |
+
-1,
|
| 1709 |
+
-1,
|
| 1710 |
+
-1,
|
| 1711 |
+
-1,
|
| 1712 |
+
-1,
|
| 1713 |
+
-1,
|
| 1714 |
+
-1,
|
| 1715 |
+
-1,
|
| 1716 |
+
-1,
|
| 1717 |
+
-1,
|
| 1718 |
+
-1,
|
| 1719 |
+
-1,
|
| 1720 |
+
6,
|
| 1721 |
+
-1,
|
| 1722 |
+
-1,
|
| 1723 |
+
-1,
|
| 1724 |
+
4,
|
| 1725 |
+
4,
|
| 1726 |
+
-1,
|
| 1727 |
+
-1,
|
| 1728 |
+
6,
|
| 1729 |
+
6,
|
| 1730 |
+
5,
|
| 1731 |
+
13,
|
| 1732 |
+
13,
|
| 1733 |
+
0,
|
| 1734 |
+
1,
|
| 1735 |
+
16,
|
| 1736 |
+
16,
|
| 1737 |
+
-1,
|
| 1738 |
+
-1,
|
| 1739 |
+
-1,
|
| 1740 |
+
-1,
|
| 1741 |
+
-1,
|
| 1742 |
+
7,
|
| 1743 |
+
5,
|
| 1744 |
+
-1,
|
| 1745 |
+
15,
|
| 1746 |
+
15,
|
| 1747 |
+
-1,
|
| 1748 |
+
12,
|
| 1749 |
+
-1,
|
| 1750 |
+
-1,
|
| 1751 |
+
-1,
|
| 1752 |
+
11,
|
| 1753 |
+
-1,
|
| 1754 |
+
-1,
|
| 1755 |
+
9,
|
| 1756 |
+
0,
|
| 1757 |
+
11,
|
| 1758 |
+
-1,
|
| 1759 |
+
2,
|
| 1760 |
+
1,
|
| 1761 |
+
-1,
|
| 1762 |
+
1,
|
| 1763 |
+
-1,
|
| 1764 |
+
-1,
|
| 1765 |
+
0,
|
| 1766 |
+
-1,
|
| 1767 |
+
-1,
|
| 1768 |
+
-1,
|
| 1769 |
+
0,
|
| 1770 |
+
13,
|
| 1771 |
+
-1,
|
| 1772 |
+
2,
|
| 1773 |
+
8,
|
| 1774 |
+
-1,
|
| 1775 |
+
-1,
|
| 1776 |
+
-1,
|
| 1777 |
+
-1,
|
| 1778 |
+
-1,
|
| 1779 |
+
8,
|
| 1780 |
+
8,
|
| 1781 |
+
-1,
|
| 1782 |
+
2,
|
| 1783 |
+
4,
|
| 1784 |
+
-1,
|
| 1785 |
+
-1,
|
| 1786 |
+
-1,
|
| 1787 |
+
8,
|
| 1788 |
+
-1,
|
| 1789 |
+
-1,
|
| 1790 |
+
11,
|
| 1791 |
+
11,
|
| 1792 |
+
11,
|
| 1793 |
+
-1,
|
| 1794 |
+
-1,
|
| 1795 |
+
-1,
|
| 1796 |
+
-1,
|
| 1797 |
+
1,
|
| 1798 |
+
-1,
|
| 1799 |
+
-1,
|
| 1800 |
+
16,
|
| 1801 |
+
5,
|
| 1802 |
+
-1,
|
| 1803 |
+
16,
|
| 1804 |
+
-1,
|
| 1805 |
+
-1,
|
| 1806 |
+
12,
|
| 1807 |
+
-1,
|
| 1808 |
+
-1,
|
| 1809 |
+
-1,
|
| 1810 |
+
-1,
|
| 1811 |
+
-1,
|
| 1812 |
+
-1,
|
| 1813 |
+
-1,
|
| 1814 |
+
1,
|
| 1815 |
+
-1,
|
| 1816 |
+
-1,
|
| 1817 |
+
-1,
|
| 1818 |
+
-1,
|
| 1819 |
+
-1,
|
| 1820 |
+
7,
|
| 1821 |
+
3,
|
| 1822 |
+
11,
|
| 1823 |
+
-1,
|
| 1824 |
+
-1,
|
| 1825 |
+
5,
|
| 1826 |
+
2,
|
| 1827 |
+
1,
|
| 1828 |
+
-1,
|
| 1829 |
+
-1,
|
| 1830 |
+
1,
|
| 1831 |
+
-1,
|
| 1832 |
+
-1,
|
| 1833 |
+
-1,
|
| 1834 |
+
-1,
|
| 1835 |
+
-1,
|
| 1836 |
+
-1,
|
| 1837 |
+
9,
|
| 1838 |
+
9,
|
| 1839 |
+
9,
|
| 1840 |
+
9,
|
| 1841 |
+
9,
|
| 1842 |
+
9,
|
| 1843 |
+
-1,
|
| 1844 |
+
9,
|
| 1845 |
+
9,
|
| 1846 |
+
9,
|
| 1847 |
+
-1,
|
| 1848 |
+
6,
|
| 1849 |
+
6,
|
| 1850 |
+
-1,
|
| 1851 |
+
-1,
|
| 1852 |
+
9,
|
| 1853 |
+
-1,
|
| 1854 |
+
-1,
|
| 1855 |
+
9,
|
| 1856 |
+
8,
|
| 1857 |
+
6,
|
| 1858 |
+
-1,
|
| 1859 |
+
6,
|
| 1860 |
+
3,
|
| 1861 |
+
-1,
|
| 1862 |
+
-1,
|
| 1863 |
+
2,
|
| 1864 |
+
-1,
|
| 1865 |
+
-1,
|
| 1866 |
+
6,
|
| 1867 |
+
-1,
|
| 1868 |
+
-1,
|
| 1869 |
+
6,
|
| 1870 |
+
6,
|
| 1871 |
+
-1,
|
| 1872 |
+
3,
|
| 1873 |
+
0,
|
| 1874 |
+
0,
|
| 1875 |
+
-1,
|
| 1876 |
+
-1,
|
| 1877 |
+
5,
|
| 1878 |
+
6,
|
| 1879 |
+
2,
|
| 1880 |
+
-1,
|
| 1881 |
+
-1,
|
| 1882 |
+
-1,
|
| 1883 |
+
13,
|
| 1884 |
+
6,
|
| 1885 |
+
6,
|
| 1886 |
+
6,
|
| 1887 |
+
-1,
|
| 1888 |
+
12,
|
| 1889 |
+
-1,
|
| 1890 |
+
-1,
|
| 1891 |
+
13,
|
| 1892 |
+
12,
|
| 1893 |
+
13,
|
| 1894 |
+
12,
|
| 1895 |
+
1,
|
| 1896 |
+
6,
|
| 1897 |
+
-1,
|
| 1898 |
+
12,
|
| 1899 |
+
-1,
|
| 1900 |
+
16,
|
| 1901 |
+
16,
|
| 1902 |
+
-1,
|
| 1903 |
+
2,
|
| 1904 |
+
12,
|
| 1905 |
+
-1,
|
| 1906 |
+
-1,
|
| 1907 |
+
12,
|
| 1908 |
+
12,
|
| 1909 |
+
12,
|
| 1910 |
+
-1,
|
| 1911 |
+
13,
|
| 1912 |
+
-1,
|
| 1913 |
+
9,
|
| 1914 |
+
13,
|
| 1915 |
+
-1,
|
| 1916 |
+
12,
|
| 1917 |
+
-1,
|
| 1918 |
+
16,
|
| 1919 |
+
12,
|
| 1920 |
+
-1,
|
| 1921 |
+
2,
|
| 1922 |
+
-1,
|
| 1923 |
+
-1,
|
| 1924 |
+
-1,
|
| 1925 |
+
-1,
|
| 1926 |
+
-1,
|
| 1927 |
+
12,
|
| 1928 |
+
2,
|
| 1929 |
+
-1,
|
| 1930 |
+
7,
|
| 1931 |
+
6,
|
| 1932 |
+
12,
|
| 1933 |
+
-1,
|
| 1934 |
+
-1,
|
| 1935 |
+
16,
|
| 1936 |
+
0,
|
| 1937 |
+
6,
|
| 1938 |
+
-1,
|
| 1939 |
+
-1,
|
| 1940 |
+
12,
|
| 1941 |
+
12,
|
| 1942 |
+
12,
|
| 1943 |
+
-1,
|
| 1944 |
+
12,
|
| 1945 |
+
-1,
|
| 1946 |
+
-1,
|
| 1947 |
+
-1,
|
| 1948 |
+
5,
|
| 1949 |
+
12,
|
| 1950 |
+
-1,
|
| 1951 |
+
1,
|
| 1952 |
+
-1,
|
| 1953 |
+
-1,
|
| 1954 |
+
-1,
|
| 1955 |
+
-1,
|
| 1956 |
+
-1,
|
| 1957 |
+
2,
|
| 1958 |
+
-1,
|
| 1959 |
+
-1,
|
| 1960 |
+
8,
|
| 1961 |
+
8,
|
| 1962 |
+
-1,
|
| 1963 |
+
-1,
|
| 1964 |
+
-1,
|
| 1965 |
+
-1,
|
| 1966 |
+
-1,
|
| 1967 |
+
-1,
|
| 1968 |
+
6,
|
| 1969 |
+
-1,
|
| 1970 |
+
-1,
|
| 1971 |
+
6,
|
| 1972 |
+
-1,
|
| 1973 |
+
0,
|
| 1974 |
+
6,
|
| 1975 |
+
6,
|
| 1976 |
+
-1,
|
| 1977 |
+
-1,
|
| 1978 |
+
6,
|
| 1979 |
+
-1,
|
| 1980 |
+
5,
|
| 1981 |
+
6,
|
| 1982 |
+
6,
|
| 1983 |
+
6,
|
| 1984 |
+
-1,
|
| 1985 |
+
-1,
|
| 1986 |
+
-1,
|
| 1987 |
+
-1,
|
| 1988 |
+
6,
|
| 1989 |
+
-1,
|
| 1990 |
+
6,
|
| 1991 |
+
6,
|
| 1992 |
+
-1,
|
| 1993 |
+
-1,
|
| 1994 |
+
-1,
|
| 1995 |
+
-1,
|
| 1996 |
+
6,
|
| 1997 |
+
6,
|
| 1998 |
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-1,
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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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