Add BERTopic model
Browse files- README.md +90 -0
- config.json +16 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +0 -0
- topic_embeddings.safetensors +3 -0
- topics.json +2529 -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_RealDonaldoTrumpo
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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_RealDonaldoTrumpo")
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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: 21
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* Number of training documents: 1905
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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 | desantis - biden - everyone - bullshito - mike | 21 | -1_desantis_biden_everyone_bullshito |
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| 0 | buenas - goodnight - patriotos - hugs - yourselfo | 855 | 0_buenas_goodnight_patriotos_hugs |
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| 1 | baracko - biden - joe - idiots - taliban | 158 | 1_baracko_biden_joe_idiots |
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| 2 | patrioti - liberta - italiani - france - brothers | 99 | 2_patrioti_liberta_italiani_france |
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| 3 | fauci - vaccinated - bullshito - shots - daszak | 93 | 3_fauci_vaccinated_bullshito_shots |
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| 4 | buenas - hugs - patriotos - familias - awesomest | 93 | 4_buenas_hugs_patriotos_familias |
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| 5 | buenos - fiestas - patrioto - vamonooooooooooooooooos - friday | 65 | 5_buenos_fiestas_patrioto_vamonooooooooooooooooos |
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| 6 | twittero - presidento - papitrumpo - jajajajajaja - gowokegobrokeyoupisoshitosis | 59 | 6_twittero_presidento_papitrumpo_jajajajajaja |
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| 7 | buenas - hugs - patriotos - tonight - owls | 57 | 7_buenas_hugs_patriotos_tonight |
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| 8 | ballots - fairfaxgop - democrats - rigged - county | 49 | 8_ballots_fairfaxgop_democrats_rigged |
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| 9 | vamonooooooooooooooooos - patriotas - congrats - mondayo - cubanos | 40 | 9_vamonooooooooooooooooos_patriotas_congrats_mondayo |
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| 10 | fiestaaaaaaaaaaaaaaaaa - buenas - patriotos - friday - thanksgiving | 38 | 10_fiestaaaaaaaaaaaaaaaaa_buenas_patriotos_friday |
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| 11 | kamala - immigrantes - stripper - hermanas - hyenas | 37 | 11_kamala_immigrantes_stripper_hermanas |
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| 12 | sundayo - patriotos - blessings - feliz - vamonooooooooooooooooos | 37 | 12_sundayo_patriotos_blessings_feliz |
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| 13 | brothers - prayers - hugs - firefighters - veteran | 37 | 13_brothers_prayers_hugs_firefighters |
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| 14 | pelosi - impeachment - subcommittee - january - nancy | 32 | 14_pelosi_impeachment_subcommittee_january |
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| 15 | trumpo - presidento - lol - lindell - mike | 32 | 15_trumpo_presidento_lol_lindell |
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| 16 | presidento - vamonooooos - ildonaldo - shitoposting - macarena | 27 | 16_presidento_vamonooooos_ildonaldo_shitoposting |
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| 17 | buenas - hugs - amigos - night - awesomenesso | 27 | 17_buenas_hugs_amigos_night |
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| 18 | patriot - goodness - night - friggin - everywhere | 26 | 18_patriot_goodness_night_friggin |
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| 19 | fbi - prosecutors - protests - sotomayor - corrupt | 23 | 19_fbi_prosecutors_protests_sotomayor |
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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 sha256:5b2145937eea4d5aece05db460bab7ec2d952d6c00cafcfd8b0994fe0fd4d2d3
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size 148952
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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:cd4c1985c8936fa73e79628b696161ff926637dfb89050e9ba0b77877b480a18
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size 86104
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topics.json
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2,
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7,
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10,
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19,
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| 1077 |
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12,
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17,
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| 1079 |
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2,
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0,
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8,
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3,
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19,
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0,
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12,
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10,
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2,
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| 1100 |
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19,
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5,
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1,
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2,
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6,
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12,
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2,
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2,
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15,
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9,
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18,
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5,
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0,
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2,
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| 1158 |
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4,
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12,
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9,
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2,
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2,
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| 1169 |
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10,
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8,
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| 1173 |
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7,
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9,
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| 1175 |
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7,
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| 1176 |
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| 1177 |
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| 1178 |
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4,
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| 1179 |
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2,
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| 1180 |
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1,
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| 1181 |
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7,
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| 1182 |
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| 1183 |
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12,
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| 1184 |
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4,
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| 1185 |
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2,
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| 1186 |
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| 1187 |
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2,
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| 1188 |
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2,
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| 1189 |
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13,
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| 1190 |
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| 1191 |
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5,
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| 1192 |
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7,
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| 1195 |
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| 1196 |
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| 1197 |
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1,
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| 1198 |
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0,
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| 1199 |
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3,
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| 1200 |
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7,
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| 1201 |
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7,
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| 1202 |
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12,
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| 1203 |
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2,
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| 1204 |
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2,
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| 1205 |
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| 1206 |
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2,
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| 1207 |
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2,
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| 1208 |
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2,
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| 1209 |
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5,
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| 1210 |
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| 1211 |
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0,
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| 1212 |
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| 1213 |
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13,
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| 1214 |
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| 1215 |
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| 1216 |
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2,
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| 1217 |
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2,
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| 1218 |
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7,
|
| 1219 |
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| 1220 |
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6,
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| 1221 |
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19,
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| 1222 |
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6,
|
| 1223 |
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4,
|
| 1224 |
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| 1225 |
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3,
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| 1226 |
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2,
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| 1227 |
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9,
|
| 1228 |
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| 1229 |
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0,
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| 1230 |
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|
| 1231 |
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12,
|
| 1232 |
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|
| 1233 |
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2,
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| 1234 |
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2,
|
| 1235 |
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2,
|
| 1236 |
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2,
|
| 1237 |
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|
| 1238 |
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| 1239 |
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5,
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| 1240 |
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15,
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| 1241 |
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15,
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| 1242 |
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| 1243 |
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15,
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| 1244 |
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| 1245 |
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10,
|
| 1246 |
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|
| 1247 |
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| 1248 |
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| 1249 |
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| 1250 |
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| 1252 |
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14,
|
| 1253 |
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| 1255 |
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0,
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| 1256 |
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| 1257 |
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-1,
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| 1258 |
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14,
|
| 1259 |
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14,
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| 1260 |
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1,
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| 1261 |
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| 1262 |
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-1,
|
| 1263 |
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13,
|
| 1264 |
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|
| 1265 |
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13,
|
| 1266 |
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-1,
|
| 1267 |
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-1,
|
| 1268 |
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13,
|
| 1269 |
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|
| 1270 |
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-1,
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| 1271 |
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5,
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| 1272 |
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18,
|
| 1273 |
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2,
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| 1274 |
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2,
|
| 1275 |
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| 1276 |
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-1,
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| 1277 |
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0,
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| 1278 |
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7,
|
| 1279 |
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| 1280 |
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2,
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| 1281 |
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|
| 1282 |
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8,
|
| 1283 |
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15,
|
| 1284 |
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2,
|
| 1285 |
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|
| 1286 |
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| 1287 |
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1,
|
| 1288 |
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|
| 1289 |
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2,
|
| 1290 |
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|
| 1291 |
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7,
|
| 1292 |
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2,
|
| 1293 |
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2,
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| 1294 |
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12,
|
| 1295 |
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0,
|
| 1296 |
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2,
|
| 1297 |
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|
| 1298 |
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2,
|
| 1299 |
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2,
|
| 1300 |
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| 1301 |
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0,
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| 1302 |
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| 1303 |
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2,
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| 1304 |
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| 1305 |
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5,
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| 1306 |
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| 1307 |
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-1,
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| 1308 |
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13,
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| 1309 |
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| 1310 |
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13,
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| 1311 |
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7,
|
| 1312 |
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| 1313 |
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-1,
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| 1314 |
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| 1315 |
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1,
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| 1316 |
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0,
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| 1317 |
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6,
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| 1318 |
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6,
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| 1319 |
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6,
|
| 1320 |
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0,
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| 1321 |
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1,
|
| 1322 |
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4,
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| 1323 |
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2,
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| 1324 |
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13,
|
| 1325 |
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| 1326 |
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-1,
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| 1327 |
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1,
|
| 1328 |
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-1,
|
| 1329 |
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2,
|
| 1330 |
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-1,
|
| 1331 |
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-1,
|
| 1332 |
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2,
|
| 1333 |
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5,
|
| 1334 |
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0,
|
| 1335 |
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15,
|
| 1336 |
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1,
|
| 1337 |
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2,
|
| 1338 |
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|
| 1339 |
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3,
|
| 1340 |
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2,
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| 1341 |
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3,
|
| 1342 |
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0,
|
| 1343 |
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11,
|
| 1344 |
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|
| 1345 |
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-1,
|
| 1346 |
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-1,
|
| 1347 |
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-1,
|
| 1348 |
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16,
|
| 1349 |
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7,
|
| 1350 |
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| 1351 |
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| 1360 |
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| 1364 |
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| 1400 |
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| 1500 |
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19,
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6,
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16,
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6,
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| 1560 |
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17,
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1,
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18,
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12,
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13,
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18,
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4,
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1,
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| 1587 |
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3,
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| 1588 |
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4,
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| 1589 |
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8,
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| 1590 |
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16,
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19,
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| 1597 |
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4,
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| 1598 |
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3,
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17,
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| 1600 |
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2,
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2,
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2,
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1,
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| 1610 |
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3,
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1,
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| 1612 |
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5,
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| 1613 |
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17,
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| 1614 |
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3,
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8,
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| 1620 |
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9,
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17,
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1,
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1,
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| 1632 |
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19,
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| 1633 |
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9,
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| 1635 |
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1,
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| 1636 |
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13,
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| 1637 |
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| 1638 |
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0,
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| 1639 |
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| 1640 |
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8,
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| 1641 |
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1,
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| 1642 |
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| 1643 |
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8,
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| 1644 |
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11,
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| 1646 |
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1,
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| 1647 |
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1,
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| 1649 |
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14,
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1,
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| 1654 |
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2,
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| 1655 |
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| 1656 |
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0,
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| 1657 |
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2,
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| 1658 |
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6,
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| 1659 |
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| 1660 |
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6,
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| 1661 |
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| 1662 |
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6,
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| 1663 |
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13,
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| 1664 |
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| 1665 |
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1,
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| 1670 |
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13,
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| 1672 |
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1,
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| 1673 |
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3,
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| 1674 |
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1,
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| 1675 |
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| 1676 |
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17,
|
| 1677 |
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9,
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| 1678 |
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| 1679 |
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18,
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| 1680 |
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| 1681 |
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1,
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| 1682 |
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1,
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| 1685 |
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| 1686 |
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1,
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| 1687 |
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| 1688 |
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5,
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| 1689 |
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13,
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| 1690 |
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16,
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| 1691 |
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| 1692 |
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-1,
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| 1693 |
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19,
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| 1694 |
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13,
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1,
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| 1697 |
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1,
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| 1698 |
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| 1699 |
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3,
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| 1700 |
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| 1701 |
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-1,
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-1,
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| 1703 |
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4,
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-1,
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| 1706 |
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| 1707 |
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11,
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| 1708 |
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| 1709 |
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-1,
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| 1710 |
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4,
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| 1711 |
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1,
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| 1712 |
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1,
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| 1713 |
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| 1714 |
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-1,
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| 1715 |
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1,
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| 1716 |
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13,
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| 1717 |
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1,
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| 1718 |
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1,
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| 1719 |
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-1,
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| 1720 |
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1,
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| 1721 |
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4,
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| 1722 |
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1,
|
| 1723 |
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13,
|
| 1724 |
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| 1725 |
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3,
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| 1726 |
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| 1727 |
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4,
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| 1728 |
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1,
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| 1729 |
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| 1730 |
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1,
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| 1731 |
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0,
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| 1732 |
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15,
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| 1733 |
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1,
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| 1734 |
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17,
|
| 1735 |
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| 1736 |
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3,
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| 1737 |
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3,
|
| 1738 |
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| 1739 |
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-1,
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| 1740 |
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| 1741 |
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-1,
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| 1742 |
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-1,
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| 1743 |
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4,
|
| 1744 |
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| 1745 |
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| 1747 |
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-1,
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| 1748 |
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13,
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| 1749 |
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| 1750 |
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-1,
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| 1751 |
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10,
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| 1752 |
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-1,
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| 1753 |
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2,
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| 1754 |
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3,
|
| 1755 |
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11,
|
| 1756 |
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2,
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| 1757 |
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-1,
|
| 1758 |
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0,
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| 1759 |
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3,
|
| 1760 |
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1,
|
| 1761 |
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3,
|
| 1762 |
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5,
|
| 1763 |
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4,
|
| 1764 |
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-1,
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| 1765 |
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-1,
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| 1766 |
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1,
|
| 1767 |
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-1,
|
| 1768 |
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11,
|
| 1769 |
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3,
|
| 1770 |
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|
| 1771 |
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14,
|
| 1772 |
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|
| 1773 |
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3,
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| 1774 |
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-1,
|
| 1775 |
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-1,
|
| 1776 |
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11,
|
| 1777 |
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-1,
|
| 1778 |
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3,
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| 1779 |
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0,
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| 1780 |
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3,
|
| 1781 |
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-1,
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| 1782 |
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14,
|
| 1783 |
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-1,
|
| 1784 |
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8,
|
| 1785 |
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4,
|
| 1786 |
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-1,
|
| 1787 |
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3,
|
| 1788 |
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2,
|
| 1789 |
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1,
|
| 1790 |
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-1,
|
| 1791 |
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3,
|
| 1792 |
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3,
|
| 1793 |
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14,
|
| 1794 |
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3,
|
| 1795 |
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-1,
|
| 1796 |
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3,
|
| 1797 |
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3,
|
| 1798 |
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1,
|
| 1799 |
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0,
|
| 1800 |
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3,
|
| 1801 |
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-1,
|
| 1802 |
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1,
|
| 1803 |
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0,
|
| 1804 |
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-1,
|
| 1805 |
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-1,
|
| 1806 |
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-1,
|
| 1807 |
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3,
|
| 1808 |
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4,
|
| 1809 |
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-1,
|
| 1810 |
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-1,
|
| 1811 |
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-1,
|
| 1812 |
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13,
|
| 1813 |
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1,
|
| 1814 |
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14,
|
| 1815 |
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-1,
|
| 1816 |
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3,
|
| 1817 |
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4,
|
| 1818 |
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2,
|
| 1819 |
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4,
|
| 1820 |
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-1,
|
| 1821 |
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-1,
|
| 1822 |
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-1,
|
| 1823 |
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3,
|
| 1824 |
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3,
|
| 1825 |
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-1,
|
| 1826 |
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7,
|
| 1827 |
+
3,
|
| 1828 |
+
16,
|
| 1829 |
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4,
|
| 1830 |
+
19,
|
| 1831 |
+
14,
|
| 1832 |
+
3,
|
| 1833 |
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-1,
|
| 1834 |
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1,
|
| 1835 |
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-1,
|
| 1836 |
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11,
|
| 1837 |
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-1,
|
| 1838 |
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-1,
|
| 1839 |
+
4,
|
| 1840 |
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1,
|
| 1841 |
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-1,
|
| 1842 |
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-1,
|
| 1843 |
+
4,
|
| 1844 |
+
-1,
|
| 1845 |
+
3,
|
| 1846 |
+
3,
|
| 1847 |
+
6,
|
| 1848 |
+
12,
|
| 1849 |
+
4,
|
| 1850 |
+
-1,
|
| 1851 |
+
5,
|
| 1852 |
+
10,
|
| 1853 |
+
14,
|
| 1854 |
+
14,
|
| 1855 |
+
3,
|
| 1856 |
+
-1,
|
| 1857 |
+
8,
|
| 1858 |
+
-1,
|
| 1859 |
+
-1,
|
| 1860 |
+
0,
|
| 1861 |
+
-1,
|
| 1862 |
+
3,
|
| 1863 |
+
-1,
|
| 1864 |
+
3,
|
| 1865 |
+
0,
|
| 1866 |
+
8,
|
| 1867 |
+
-1,
|
| 1868 |
+
11,
|
| 1869 |
+
1,
|
| 1870 |
+
4,
|
| 1871 |
+
-1,
|
| 1872 |
+
19,
|
| 1873 |
+
-1,
|
| 1874 |
+
-1,
|
| 1875 |
+
-1,
|
| 1876 |
+
-1,
|
| 1877 |
+
-1,
|
| 1878 |
+
-1,
|
| 1879 |
+
11,
|
| 1880 |
+
-1,
|
| 1881 |
+
-1,
|
| 1882 |
+
11,
|
| 1883 |
+
11,
|
| 1884 |
+
6,
|
| 1885 |
+
12,
|
| 1886 |
+
10,
|
| 1887 |
+
-1,
|
| 1888 |
+
5,
|
| 1889 |
+
5,
|
| 1890 |
+
-1,
|
| 1891 |
+
1,
|
| 1892 |
+
3,
|
| 1893 |
+
3,
|
| 1894 |
+
15,
|
| 1895 |
+
6,
|
| 1896 |
+
-1,
|
| 1897 |
+
-1,
|
| 1898 |
+
1,
|
| 1899 |
+
-1,
|
| 1900 |
+
1,
|
| 1901 |
+
4,
|
| 1902 |
+
-1,
|
| 1903 |
+
-1,
|
| 1904 |
+
-1,
|
| 1905 |
+
7,
|
| 1906 |
+
3,
|
| 1907 |
+
3,
|
| 1908 |
+
3,
|
| 1909 |
+
14,
|
| 1910 |
+
1,
|
| 1911 |
+
4,
|
| 1912 |
+
-1,
|
| 1913 |
+
-1,
|
| 1914 |
+
5,
|
| 1915 |
+
16,
|
| 1916 |
+
-1,
|
| 1917 |
+
-1,
|
| 1918 |
+
5,
|
| 1919 |
+
5,
|
| 1920 |
+
13,
|
| 1921 |
+
16,
|
| 1922 |
+
16,
|
| 1923 |
+
10,
|
| 1924 |
+
11,
|
| 1925 |
+
-1,
|
| 1926 |
+
2,
|
| 1927 |
+
-1,
|
| 1928 |
+
-1,
|
| 1929 |
+
4,
|
| 1930 |
+
-1,
|
| 1931 |
+
-1,
|
| 1932 |
+
16,
|
| 1933 |
+
-1,
|
| 1934 |
+
11,
|
| 1935 |
+
17,
|
| 1936 |
+
-1,
|
| 1937 |
+
3,
|
| 1938 |
+
-1,
|
| 1939 |
+
-1,
|
| 1940 |
+
0,
|
| 1941 |
+
-1,
|
| 1942 |
+
-1,
|
| 1943 |
+
-1,
|
| 1944 |
+
-1,
|
| 1945 |
+
-1,
|
| 1946 |
+
9,
|
| 1947 |
+
4,
|
| 1948 |
+
-1,
|
| 1949 |
+
-1,
|
| 1950 |
+
0,
|
| 1951 |
+
-1,
|
| 1952 |
+
-1,
|
| 1953 |
+
-1,
|
| 1954 |
+
17,
|
| 1955 |
+
-1,
|
| 1956 |
+
3,
|
| 1957 |
+
11,
|
| 1958 |
+
19,
|
| 1959 |
+
11,
|
| 1960 |
+
11,
|
| 1961 |
+
-1,
|
| 1962 |
+
-1,
|
| 1963 |
+
-1,
|
| 1964 |
+
-1,
|
| 1965 |
+
-1,
|
| 1966 |
+
1,
|
| 1967 |
+
0,
|
| 1968 |
+
-1,
|
| 1969 |
+
-1,
|
| 1970 |
+
8,
|
| 1971 |
+
4,
|
| 1972 |
+
-1,
|
| 1973 |
+
3,
|
| 1974 |
+
4,
|
| 1975 |
+
-1,
|
| 1976 |
+
-1,
|
| 1977 |
+
-1,
|
| 1978 |
+
-1,
|
| 1979 |
+
4,
|
| 1980 |
+
-1,
|
| 1981 |
+
15,
|
| 1982 |
+
4,
|
| 1983 |
+
-1,
|
| 1984 |
+
0,
|
| 1985 |
+
5,
|
| 1986 |
+
-1,
|
| 1987 |
+
-1,
|
| 1988 |
+
-1,
|
| 1989 |
+
-1,
|
| 1990 |
+
19,
|
| 1991 |
+
-1,
|
| 1992 |
+
-1,
|
| 1993 |
+
4,
|
| 1994 |
+
11,
|
| 1995 |
+
-1,
|
| 1996 |
+
3,
|
| 1997 |
+
-1,
|
| 1998 |
+
-1,
|
| 1999 |
+
-1,
|
| 2000 |
+
-1,
|
| 2001 |
+
4,
|
| 2002 |
+
1,
|
| 2003 |
+
4,
|
| 2004 |
+
19,
|
| 2005 |
+
3,
|
| 2006 |
+
-1,
|
| 2007 |
+
5,
|
| 2008 |
+
15,
|
| 2009 |
+
-1,
|
| 2010 |
+
-1,
|
| 2011 |
+
4,
|
| 2012 |
+
-1,
|
| 2013 |
+
1,
|
| 2014 |
+
-1,
|
| 2015 |
+
5,
|
| 2016 |
+
-1,
|
| 2017 |
+
-1,
|
| 2018 |
+
4,
|
| 2019 |
+
-1,
|
| 2020 |
+
3,
|
| 2021 |
+
-1,
|
| 2022 |
+
16,
|
| 2023 |
+
-1,
|
| 2024 |
+
11,
|
| 2025 |
+
5,
|
| 2026 |
+
0,
|
| 2027 |
+
11,
|
| 2028 |
+
3,
|
| 2029 |
+
-1,
|
| 2030 |
+
-1,
|
| 2031 |
+
-1,
|
| 2032 |
+
-1,
|
| 2033 |
+
-1,
|
| 2034 |
+
4,
|
| 2035 |
+
11,
|
| 2036 |
+
3,
|
| 2037 |
+
1,
|
| 2038 |
+
1,
|
| 2039 |
+
4,
|
| 2040 |
+
6,
|
| 2041 |
+
11,
|
| 2042 |
+
-1,
|
| 2043 |
+
-1,
|
| 2044 |
+
0,
|
| 2045 |
+
-1,
|
| 2046 |
+
-1,
|
| 2047 |
+
0,
|
| 2048 |
+
16,
|
| 2049 |
+
11,
|
| 2050 |
+
-1,
|
| 2051 |
+
-1,
|
| 2052 |
+
-1,
|
| 2053 |
+
-1,
|
| 2054 |
+
-1,
|
| 2055 |
+
-1,
|
| 2056 |
+
-1,
|
| 2057 |
+
17,
|
| 2058 |
+
-1,
|
| 2059 |
+
16,
|
| 2060 |
+
-1,
|
| 2061 |
+
-1,
|
| 2062 |
+
-1,
|
| 2063 |
+
-1,
|
| 2064 |
+
-1,
|
| 2065 |
+
14,
|
| 2066 |
+
-1,
|
| 2067 |
+
3,
|
| 2068 |
+
-1,
|
| 2069 |
+
4,
|
| 2070 |
+
16,
|
| 2071 |
+
-1,
|
| 2072 |
+
-1,
|
| 2073 |
+
-1,
|
| 2074 |
+
3,
|
| 2075 |
+
1,
|
| 2076 |
+
17,
|
| 2077 |
+
-1,
|
| 2078 |
+
-1,
|
| 2079 |
+
-1,
|
| 2080 |
+
1,
|
| 2081 |
+
0,
|
| 2082 |
+
3,
|
| 2083 |
+
-1,
|
| 2084 |
+
-1,
|
| 2085 |
+
-1,
|
| 2086 |
+
13,
|
| 2087 |
+
12,
|
| 2088 |
+
7,
|
| 2089 |
+
18,
|
| 2090 |
+
-1,
|
| 2091 |
+
-1,
|
| 2092 |
+
3,
|
| 2093 |
+
17,
|
| 2094 |
+
14,
|
| 2095 |
+
-1,
|
| 2096 |
+
5,
|
| 2097 |
+
0,
|
| 2098 |
+
-1,
|
| 2099 |
+
-1,
|
| 2100 |
+
-1,
|
| 2101 |
+
-1,
|
| 2102 |
+
4,
|
| 2103 |
+
-1,
|
| 2104 |
+
-1,
|
| 2105 |
+
3,
|
| 2106 |
+
-1,
|
| 2107 |
+
-1,
|
| 2108 |
+
-1,
|
| 2109 |
+
-1,
|
| 2110 |
+
-1,
|
| 2111 |
+
4,
|
| 2112 |
+
18,
|
| 2113 |
+
-1,
|
| 2114 |
+
-1,
|
| 2115 |
+
11,
|
| 2116 |
+
-1,
|
| 2117 |
+
-1,
|
| 2118 |
+
1,
|
| 2119 |
+
-1,
|
| 2120 |
+
-1,
|
| 2121 |
+
11,
|
| 2122 |
+
3,
|
| 2123 |
+
9,
|
| 2124 |
+
-1,
|
| 2125 |
+
-1,
|
| 2126 |
+
-1,
|
| 2127 |
+
-1,
|
| 2128 |
+
16,
|
| 2129 |
+
-1,
|
| 2130 |
+
-1,
|
| 2131 |
+
12,
|
| 2132 |
+
-1,
|
| 2133 |
+
-1,
|
| 2134 |
+
-1,
|
| 2135 |
+
-1,
|
| 2136 |
+
-1,
|
| 2137 |
+
-1,
|
| 2138 |
+
-1,
|
| 2139 |
+
-1,
|
| 2140 |
+
16,
|
| 2141 |
+
-1,
|
| 2142 |
+
11,
|
| 2143 |
+
1,
|
| 2144 |
+
17,
|
| 2145 |
+
16,
|
| 2146 |
+
-1,
|
| 2147 |
+
16,
|
| 2148 |
+
-1,
|
| 2149 |
+
8,
|
| 2150 |
+
-1,
|
| 2151 |
+
-1,
|
| 2152 |
+
5,
|
| 2153 |
+
-1,
|
| 2154 |
+
4,
|
| 2155 |
+
-1,
|
| 2156 |
+
-1,
|
| 2157 |
+
1,
|
| 2158 |
+
-1,
|
| 2159 |
+
-1,
|
| 2160 |
+
-1,
|
| 2161 |
+
0,
|
| 2162 |
+
-1,
|
| 2163 |
+
-1,
|
| 2164 |
+
6,
|
| 2165 |
+
-1,
|
| 2166 |
+
1,
|
| 2167 |
+
17,
|
| 2168 |
+
6,
|
| 2169 |
+
-1,
|
| 2170 |
+
-1,
|
| 2171 |
+
-1,
|
| 2172 |
+
-1,
|
| 2173 |
+
-1,
|
| 2174 |
+
-1,
|
| 2175 |
+
-1,
|
| 2176 |
+
-1,
|
| 2177 |
+
-1,
|
| 2178 |
+
-1,
|
| 2179 |
+
-1,
|
| 2180 |
+
-1,
|
| 2181 |
+
-1,
|
| 2182 |
+
-1,
|
| 2183 |
+
-1,
|
| 2184 |
+
9,
|
| 2185 |
+
4,
|
| 2186 |
+
-1,
|
| 2187 |
+
6,
|
| 2188 |
+
-1,
|
| 2189 |
+
11,
|
| 2190 |
+
-1,
|
| 2191 |
+
-1,
|
| 2192 |
+
-1,
|
| 2193 |
+
-1,
|
| 2194 |
+
-1,
|
| 2195 |
+
14,
|
| 2196 |
+
-1,
|
| 2197 |
+
8,
|
| 2198 |
+
-1,
|
| 2199 |
+
11,
|
| 2200 |
+
1,
|
| 2201 |
+
5,
|
| 2202 |
+
6,
|
| 2203 |
+
17,
|
| 2204 |
+
-1,
|
| 2205 |
+
3,
|
| 2206 |
+
-1,
|
| 2207 |
+
11,
|
| 2208 |
+
-1,
|
| 2209 |
+
-1,
|
| 2210 |
+
1,
|
| 2211 |
+
17,
|
| 2212 |
+
-1,
|
| 2213 |
+
-1,
|
| 2214 |
+
-1,
|
| 2215 |
+
16,
|
| 2216 |
+
6,
|
| 2217 |
+
-1,
|
| 2218 |
+
4,
|
| 2219 |
+
-1,
|
| 2220 |
+
-1,
|
| 2221 |
+
-1,
|
| 2222 |
+
-1,
|
| 2223 |
+
-1,
|
| 2224 |
+
-1,
|
| 2225 |
+
11,
|
| 2226 |
+
1,
|
| 2227 |
+
-1,
|
| 2228 |
+
-1,
|
| 2229 |
+
-1,
|
| 2230 |
+
3,
|
| 2231 |
+
-1,
|
| 2232 |
+
-1,
|
| 2233 |
+
-1,
|
| 2234 |
+
-1,
|
| 2235 |
+
-1,
|
| 2236 |
+
9,
|
| 2237 |
+
4,
|
| 2238 |
+
-1,
|
| 2239 |
+
-1,
|
| 2240 |
+
-1,
|
| 2241 |
+
-1,
|
| 2242 |
+
1,
|
| 2243 |
+
-1,
|
| 2244 |
+
16,
|
| 2245 |
+
-1,
|
| 2246 |
+
6,
|
| 2247 |
+
5,
|
| 2248 |
+
0,
|
| 2249 |
+
16,
|
| 2250 |
+
16,
|
| 2251 |
+
-1,
|
| 2252 |
+
15,
|
| 2253 |
+
15,
|
| 2254 |
+
15,
|
| 2255 |
+
0,
|
| 2256 |
+
-1,
|
| 2257 |
+
-1,
|
| 2258 |
+
-1,
|
| 2259 |
+
4,
|
| 2260 |
+
16,
|
| 2261 |
+
5,
|
| 2262 |
+
-1,
|
| 2263 |
+
-1,
|
| 2264 |
+
6,
|
| 2265 |
+
-1,
|
| 2266 |
+
4,
|
| 2267 |
+
6,
|
| 2268 |
+
6,
|
| 2269 |
+
9,
|
| 2270 |
+
0,
|
| 2271 |
+
-1,
|
| 2272 |
+
18,
|
| 2273 |
+
6,
|
| 2274 |
+
-1,
|
| 2275 |
+
-1,
|
| 2276 |
+
-1,
|
| 2277 |
+
5,
|
| 2278 |
+
0,
|
| 2279 |
+
-1,
|
| 2280 |
+
-1,
|
| 2281 |
+
-1,
|
| 2282 |
+
4,
|
| 2283 |
+
-1,
|
| 2284 |
+
8,
|
| 2285 |
+
-1,
|
| 2286 |
+
15,
|
| 2287 |
+
1,
|
| 2288 |
+
4,
|
| 2289 |
+
-1,
|
| 2290 |
+
-1,
|
| 2291 |
+
0,
|
| 2292 |
+
-1,
|
| 2293 |
+
-1,
|
| 2294 |
+
-1,
|
| 2295 |
+
-1,
|
| 2296 |
+
-1,
|
| 2297 |
+
-1,
|
| 2298 |
+
-1,
|
| 2299 |
+
16,
|
| 2300 |
+
-1,
|
| 2301 |
+
11,
|
| 2302 |
+
11,
|
| 2303 |
+
0,
|
| 2304 |
+
-1,
|
| 2305 |
+
-1,
|
| 2306 |
+
6,
|
| 2307 |
+
-1,
|
| 2308 |
+
6,
|
| 2309 |
+
-1,
|
| 2310 |
+
-1,
|
| 2311 |
+
16,
|
| 2312 |
+
-1,
|
| 2313 |
+
-1,
|
| 2314 |
+
-1,
|
| 2315 |
+
-1,
|
| 2316 |
+
0,
|
| 2317 |
+
-1,
|
| 2318 |
+
-1,
|
| 2319 |
+
-1,
|
| 2320 |
+
1,
|
| 2321 |
+
0,
|
| 2322 |
+
11,
|
| 2323 |
+
-1,
|
| 2324 |
+
8,
|
| 2325 |
+
-1,
|
| 2326 |
+
-1,
|
| 2327 |
+
14,
|
| 2328 |
+
14,
|
| 2329 |
+
1,
|
| 2330 |
+
15,
|
| 2331 |
+
-1,
|
| 2332 |
+
-1,
|
| 2333 |
+
-1,
|
| 2334 |
+
-1,
|
| 2335 |
+
6,
|
| 2336 |
+
-1,
|
| 2337 |
+
-1,
|
| 2338 |
+
-1,
|
| 2339 |
+
-1,
|
| 2340 |
+
-1,
|
| 2341 |
+
-1,
|
| 2342 |
+
-1,
|
| 2343 |
+
0,
|
| 2344 |
+
1,
|
| 2345 |
+
-1,
|
| 2346 |
+
16,
|
| 2347 |
+
-1,
|
| 2348 |
+
17,
|
| 2349 |
+
-1,
|
| 2350 |
+
-1,
|
| 2351 |
+
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