Add BERTopic model
Browse files- README.md +89 -0
- config.json +16 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +0 -0
- topic_embeddings.safetensors +3 -0
- topics.json +2288 -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_ozelburopaylasimgrubu
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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_ozelburopaylasimgrubu")
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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: 20
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* Number of training documents: 1693
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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 | ozelburoistihbarat - yurtseverler - turkiye - edebilir - irak | 21 | -1_ozelburoistihbarat_yurtseverler_turkiye_edebilir |
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| 0 | declassified - covert - mossad - operasyonlari - surveillance | 839 | 0_declassified_covert_mossad_operasyonlari |
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| 1 | saygılarımızı - mehmetciklerimizi - komutanımızı - bayramını - canakkale | 93 | 1_saygılarımızı_mehmetciklerimizi_komutanımızı_bayramını |
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| 2 | diyarbakır - sanlıurfa - patlayıcının - teroristlerin - onbasımız | 91 | 2_diyarbakır_sanlıurfa_patlayıcının_teroristlerin |
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| 3 | antivirus - kullanmayiniz - anahtarlık - android - protection | 85 | 3_antivirus_kullanmayiniz_anahtarlık_android |
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| 4 | rusya - istihbaratı - gerasimov - kuvvetlerinin - kgb | 59 | 4_rusya_istihbaratı_gerasimov_kuvvetlerinin |
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| 5 | cumhuriyetin - ataturk - hukumdarı - canakkale - gazilerimiz | 58 | 5_cumhuriyetin_ataturk_hukumdarı_canakkale |
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| 6 | acıkladı - erdogan - partisi - baskanı - sorularını | 52 | 6_acıkladı_erdogan_partisi_baskanı |
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| 7 | politikaları - kıprıs - balkanlardan - federasyonu - hazırlanıyorlar | 45 | 7_politikaları_kıprıs_balkanlardan_federasyonu |
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| 8 | gurdeniz - turklesmesi - anadolu - analizi - katıldıgım | 40 | 8_gurdeniz_turklesmesi_anadolu_analizi |
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| 9 | usulsuzluk - kerestecioglu - savcıyı - moritanyalı - haysiyetini | 39 | 9_usulsuzluk_kerestecioglu_savcıyı_moritanyalı |
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| 10 | baskanlıgına - hayirli - yurtseverleri - selami - kahramanmaras | 38 | 10_baskanlıgına_hayirli_yurtseverleri_selami |
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| 11 | harekatları - ifsaatlarini - diyarbakir - pkk - teroristi | 32 | 11_harekatları_ifsaatlarini_diyarbakir_pkk |
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| 12 | komplo - gerceklestirilmektedir - hastalıkları - hacıosmanoglu - teorileri | 32 | 12_komplo_gerceklestirilmektedir_hastalıkları_hacıosmanoglu |
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| 13 | fethullahcı - inceleyebilirsiniz - yonetimindedir - mankurtlasmıs - gazilerimizle | 32 | 13_fethullahcı_inceleyebilirsiniz_yonetimindedir_mankurtlasmıs |
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| 14 | operasyonunda - harekatı - mensuplarınca - mehmetcigimiz - catısmalarda | 31 | 14_operasyonunda_harekatı_mensuplarınca_mehmetcigimiz |
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| 15 | istanbul - konusulacagı - merkezi - katılımınız - ankara | 29 | 15_istanbul_konusulacagı_merkezi_katılımınız |
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| 16 | soykırım - ermenistan - milliyetcilerinin - katliamların - armenian | 28 | 16_soykırım_ermenistan_milliyetcilerinin_katliamların |
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| 17 | yaptırmazsak - karıstırdınız - mektupları - destekleyecek - izlemeliyiz | 25 | 17_yaptırmazsak_karıstırdınız_mektupları_destekleyecek |
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| 18 | sitemizde - www - girdiginizde - ozelburogrubu - fikirlerinizi | 24 | 18_sitemizde_www_girdiginizde_ozelburogrubu |
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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 sha256:73b5111929b8dbe1eacf46f50aa6b37f1c8972fadc53975d11511f4ec0dc3f81
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size 306140
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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:acf1e3ce320f9af8bc28f85d8fe59981b8db56537ba9b212f1bbf56916af2241
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size 82008
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topics.json
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-1,
|
| 939 |
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|
| 940 |
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|
| 941 |
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|
| 942 |
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2,
|
| 943 |
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|
| 944 |
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0,
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| 947 |
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| 950 |
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|
| 951 |
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| 952 |
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| 953 |
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| 954 |
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14,
|
| 955 |
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|
| 956 |
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14,
|
| 957 |
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|
| 958 |
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13,
|
| 959 |
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12,
|
| 960 |
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|
| 961 |
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| 962 |
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| 963 |
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| 964 |
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15,
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| 966 |
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2,
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| 967 |
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15,
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| 968 |
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| 969 |
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| 970 |
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1,
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| 972 |
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10,
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| 973 |
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2,
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| 974 |
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15,
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| 975 |
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| 976 |
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| 977 |
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1,
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| 978 |
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14,
|
| 979 |
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15,
|
| 980 |
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15,
|
| 981 |
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9,
|
| 982 |
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|
| 983 |
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| 984 |
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| 985 |
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10,
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| 986 |
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14,
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| 988 |
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0,
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| 989 |
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|
| 990 |
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4,
|
| 991 |
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0,
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| 992 |
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| 993 |
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4,
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| 994 |
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| 995 |
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1,
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| 996 |
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4,
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| 997 |
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4,
|
| 998 |
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| 999 |
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1,
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| 1000 |
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4,
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| 1001 |
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12,
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16,
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4,
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4,
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4,
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10,
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4,
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1,
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18,
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1,
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1,
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| 1023 |
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13,
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| 1024 |
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13,
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3,
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8,
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4,
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| 1033 |
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4,
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0,
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4,
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13,
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5,
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8,
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4,
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4,
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2,
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3,
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2,
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4,
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| 1053 |
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3,
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4,
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1,
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7,
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| 1058 |
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13,
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| 1059 |
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4,
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1,
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0,
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8,
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8,
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| 1080 |
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12,
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12,
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12,
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18,
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13,
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13,
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3,
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3,
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| 1099 |
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| 1100 |
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3,
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1,
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1,
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0,
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4,
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| 1109 |
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| 1110 |
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| 1111 |
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17,
|
| 1112 |
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| 1113 |
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0,
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| 1114 |
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|
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2,
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|
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-1,
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| 1118 |
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-1,
|
| 1119 |
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| 1120 |
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2,
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| 1121 |
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2,
|
| 1122 |
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0,
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| 1123 |
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3,
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| 1125 |
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| 1126 |
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2,
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12,
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| 1128 |
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| 1129 |
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| 1130 |
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| 1131 |
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5,
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| 1132 |
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| 1133 |
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3,
|
| 1134 |
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1,
|
| 1135 |
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| 1136 |
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|
| 1137 |
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| 1138 |
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| 1139 |
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-1,
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| 1140 |
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| 1141 |
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-1,
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| 1142 |
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0,
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| 1143 |
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| 1144 |
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11,
|
| 1145 |
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9,
|
| 1147 |
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3,
|
| 1148 |
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|
| 1149 |
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|
| 1150 |
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-1,
|
| 1151 |
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-1,
|
| 1152 |
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-1,
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| 1153 |
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-1,
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| 1154 |
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8,
|
| 1155 |
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| 1156 |
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10,
|
| 1157 |
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|
| 1158 |
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-1,
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| 1160 |
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-1,
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| 1161 |
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-1,
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| 1162 |
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-1,
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| 1163 |
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-1,
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| 1164 |
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12,
|
| 1165 |
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0,
|
| 1166 |
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|
| 1167 |
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-1,
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| 1168 |
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0,
|
| 1169 |
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|
| 1170 |
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3,
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| 1171 |
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2,
|
| 1172 |
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|
| 1173 |
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9,
|
| 1174 |
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|
| 1175 |
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-1,
|
| 1176 |
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8,
|
| 1177 |
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-1,
|
| 1178 |
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-1,
|
| 1179 |
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-1,
|
| 1180 |
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-1,
|
| 1181 |
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-1,
|
| 1182 |
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4,
|
| 1183 |
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2,
|
| 1184 |
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-1,
|
| 1185 |
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3,
|
| 1186 |
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1,
|
| 1187 |
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10,
|
| 1188 |
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|
| 1189 |
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-1,
|
| 1190 |
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3,
|
| 1191 |
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-1,
|
| 1192 |
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2,
|
| 1193 |
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-1,
|
| 1194 |
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9,
|
| 1195 |
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0,
|
| 1196 |
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-1,
|
| 1197 |
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0,
|
| 1198 |
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-1,
|
| 1199 |
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3,
|
| 1200 |
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1,
|
| 1201 |
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3,
|
| 1202 |
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|
| 1203 |
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-1,
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| 1204 |
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3,
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| 1205 |
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3,
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| 1206 |
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|
| 1207 |
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0,
|
| 1208 |
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4,
|
| 1209 |
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|
| 1210 |
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8,
|
| 1211 |
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0,
|
| 1212 |
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3,
|
| 1213 |
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5,
|
| 1214 |
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|
| 1215 |
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-1,
|
| 1216 |
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-1,
|
| 1217 |
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-1,
|
| 1218 |
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2,
|
| 1219 |
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-1,
|
| 1220 |
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7,
|
| 1221 |
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-1,
|
| 1222 |
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-1,
|
| 1223 |
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1,
|
| 1224 |
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12,
|
| 1225 |
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6,
|
| 1226 |
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9,
|
| 1227 |
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-1,
|
| 1228 |
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6,
|
| 1229 |
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0,
|
| 1230 |
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-1,
|
| 1231 |
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-1,
|
| 1232 |
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2,
|
| 1233 |
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15,
|
| 1234 |
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15,
|
| 1235 |
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14,
|
| 1236 |
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-1,
|
| 1237 |
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-1,
|
| 1238 |
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9,
|
| 1239 |
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7,
|
| 1240 |
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12,
|
| 1241 |
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-1,
|
| 1242 |
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7,
|
| 1243 |
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-1,
|
| 1244 |
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10,
|
| 1245 |
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5,
|
| 1246 |
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-1,
|
| 1247 |
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12,
|
| 1248 |
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-1,
|
| 1249 |
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0,
|
| 1250 |
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0,
|
| 1251 |
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-1,
|
| 1252 |
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14,
|
| 1253 |
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2,
|
| 1254 |
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-1,
|
| 1255 |
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-1,
|
| 1256 |
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17,
|
| 1257 |
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-1,
|
| 1258 |
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9,
|
| 1259 |
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6,
|
| 1260 |
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5,
|
| 1261 |
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13,
|
| 1262 |
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3,
|
| 1263 |
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-1,
|
| 1264 |
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1,
|
| 1265 |
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6,
|
| 1266 |
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-1,
|
| 1267 |
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-1,
|
| 1268 |
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13,
|
| 1269 |
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-1,
|
| 1270 |
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4,
|
| 1271 |
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-1,
|
| 1272 |
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-1,
|
| 1273 |
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5,
|
| 1274 |
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-1,
|
| 1275 |
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6,
|
| 1276 |
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-1,
|
| 1277 |
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-1,
|
| 1278 |
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4,
|
| 1279 |
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-1,
|
| 1280 |
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-1,
|
| 1281 |
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-1,
|
| 1282 |
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-1,
|
| 1283 |
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-1,
|
| 1284 |
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6,
|
| 1285 |
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12,
|
| 1286 |
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14,
|
| 1287 |
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-1,
|
| 1288 |
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12,
|
| 1289 |
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7,
|
| 1290 |
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0,
|
| 1291 |
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-1,
|
| 1292 |
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-1,
|
| 1293 |
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-1,
|
| 1294 |
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6,
|
| 1295 |
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-1,
|
| 1296 |
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-1,
|
| 1297 |
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-1,
|
| 1298 |
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-1,
|
| 1299 |
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-1,
|
| 1300 |
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17,
|
| 1301 |
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8,
|
| 1302 |
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-1,
|
| 1303 |
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-1,
|
| 1304 |
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-1,
|
| 1305 |
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6,
|
| 1306 |
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17,
|
| 1307 |
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-1,
|
| 1308 |
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-1,
|
| 1309 |
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12,
|
| 1310 |
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-1,
|
| 1311 |
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-1,
|
| 1312 |
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-1,
|
| 1313 |
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6,
|
| 1314 |
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6,
|
| 1315 |
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4,
|
| 1316 |
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17,
|
| 1317 |
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-1,
|
| 1318 |
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17,
|
| 1319 |
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-1,
|
| 1320 |
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4,
|
| 1321 |
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0,
|
| 1322 |
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13,
|
| 1323 |
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-1,
|
| 1324 |
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-1,
|
| 1325 |
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-1,
|
| 1326 |
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-1,
|
| 1327 |
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-1,
|
| 1328 |
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-1,
|
| 1329 |
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-1,
|
| 1330 |
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6,
|
| 1331 |
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-1,
|
| 1332 |
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-1,
|
| 1333 |
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7,
|
| 1334 |
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-1,
|
| 1335 |
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-1,
|
| 1336 |
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-1,
|
| 1337 |
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2,
|
| 1338 |
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-1,
|
| 1339 |
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-1,
|
| 1340 |
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1,
|
| 1341 |
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5,
|
| 1342 |
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5,
|
| 1343 |
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|
| 1344 |
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-1,
|
| 1345 |
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11,
|
| 1346 |
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|
| 1347 |
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-1,
|
| 1348 |
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-1,
|
| 1349 |
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-1,
|
| 1350 |
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2,
|
| 1351 |
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-1,
|
| 1352 |
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-1,
|
| 1353 |
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-1,
|
| 1354 |
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-1,
|
| 1355 |
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0,
|
| 1356 |
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13,
|
| 1357 |
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-1,
|
| 1358 |
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-1,
|
| 1359 |
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-1,
|
| 1360 |
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6,
|
| 1361 |
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-1,
|
| 1362 |
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-1,
|
| 1363 |
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-1,
|
| 1364 |
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6,
|
| 1365 |
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-1,
|
| 1366 |
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9,
|
| 1367 |
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12,
|
| 1368 |
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11,
|
| 1369 |
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8,
|
| 1370 |
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-1,
|
| 1371 |
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0,
|
| 1372 |
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|
| 1373 |
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1,
|
| 1374 |
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4,
|
| 1375 |
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-1,
|
| 1376 |
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-1,
|
| 1377 |
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18,
|
| 1378 |
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18,
|
| 1379 |
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-1,
|
| 1380 |
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-1,
|
| 1381 |
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18,
|
| 1382 |
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-1,
|
| 1383 |
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-1,
|
| 1384 |
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7,
|
| 1385 |
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9,
|
| 1386 |
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0,
|
| 1387 |
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-1,
|
| 1388 |
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6,
|
| 1389 |
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-1,
|
| 1390 |
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-1,
|
| 1391 |
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-1,
|
| 1392 |
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-1,
|
| 1393 |
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-1,
|
| 1394 |
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0,
|
| 1395 |
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-1,
|
| 1396 |
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-1,
|
| 1397 |
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-1,
|
| 1398 |
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-1,
|
| 1399 |
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12,
|
| 1400 |
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8,
|
| 1401 |
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8,
|
| 1402 |
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-1,
|
| 1403 |
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-1,
|
| 1404 |
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9,
|
| 1405 |
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-1,
|
| 1406 |
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-1,
|
| 1407 |
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-1,
|
| 1408 |
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4,
|
| 1409 |
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-1,
|
| 1410 |
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-1,
|
| 1411 |
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17,
|
| 1412 |
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-1,
|
| 1413 |
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7,
|
| 1414 |
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-1,
|
| 1415 |
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-1,
|
| 1416 |
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6,
|
| 1417 |
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-1,
|
| 1418 |
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-1,
|
| 1419 |
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9,
|
| 1420 |
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-1,
|
| 1421 |
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-1,
|
| 1422 |
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-1,
|
| 1423 |
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6,
|
| 1424 |
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2,
|
| 1425 |
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1,
|
| 1426 |
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-1,
|
| 1427 |
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-1,
|
| 1428 |
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-1,
|
| 1429 |
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-1,
|
| 1430 |
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12,
|
| 1431 |
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2,
|
| 1432 |
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-1,
|
| 1433 |
+
-1,
|
| 1434 |
+
-1,
|
| 1435 |
+
8,
|
| 1436 |
+
-1,
|
| 1437 |
+
-1,
|
| 1438 |
+
8,
|
| 1439 |
+
-1,
|
| 1440 |
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-1,
|
| 1441 |
+
9,
|
| 1442 |
+
13,
|
| 1443 |
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-1,
|
| 1444 |
+
9,
|
| 1445 |
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-1,
|
| 1446 |
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-1,
|
| 1447 |
+
7,
|
| 1448 |
+
16,
|
| 1449 |
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7,
|
| 1450 |
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17,
|
| 1451 |
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-1,
|
| 1452 |
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-1,
|
| 1453 |
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17,
|
| 1454 |
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16,
|
| 1455 |
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-1,
|
| 1456 |
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16,
|
| 1457 |
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6,
|
| 1458 |
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6,
|
| 1459 |
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-1,
|
| 1460 |
+
-1,
|
| 1461 |
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-1,
|
| 1462 |
+
5,
|
| 1463 |
+
4,
|
| 1464 |
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-1,
|
| 1465 |
+
3,
|
| 1466 |
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7,
|
| 1467 |
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-1,
|
| 1468 |
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-1,
|
| 1469 |
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-1,
|
| 1470 |
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-1,
|
| 1471 |
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-1,
|
| 1472 |
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-1,
|
| 1473 |
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-1,
|
| 1474 |
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-1,
|
| 1475 |
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-1,
|
| 1476 |
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-1,
|
| 1477 |
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-1,
|
| 1478 |
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12,
|
| 1479 |
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-1,
|
| 1480 |
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-1,
|
| 1481 |
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8,
|
| 1482 |
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-1,
|
| 1483 |
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-1,
|
| 1484 |
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8,
|
| 1485 |
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-1,
|
| 1486 |
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0,
|
| 1487 |
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-1,
|
| 1488 |
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6,
|
| 1489 |
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1,
|
| 1490 |
+
3,
|
| 1491 |
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1,
|
| 1492 |
+
4,
|
| 1493 |
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4,
|
| 1494 |
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-1,
|
| 1495 |
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7,
|
| 1496 |
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-1,
|
| 1497 |
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-1,
|
| 1498 |
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-1,
|
| 1499 |
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-1,
|
| 1500 |
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13,
|
| 1501 |
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-1,
|
| 1502 |
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7,
|
| 1503 |
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-1,
|
| 1504 |
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0,
|
| 1505 |
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-1,
|
| 1506 |
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13,
|
| 1507 |
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-1,
|
| 1508 |
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7,
|
| 1509 |
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-1,
|
| 1510 |
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-1,
|
| 1511 |
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17,
|
| 1512 |
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-1,
|
| 1513 |
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2,
|
| 1514 |
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18,
|
| 1515 |
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-1,
|
| 1516 |
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-1,
|
| 1517 |
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17,
|
| 1518 |
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-1,
|
| 1519 |
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-1,
|
| 1520 |
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11,
|
| 1521 |
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-1,
|
| 1522 |
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9,
|
| 1523 |
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-1,
|
| 1524 |
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-1,
|
| 1525 |
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11,
|
| 1526 |
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-1,
|
| 1527 |
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5,
|
| 1528 |
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0,
|
| 1529 |
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7,
|
| 1530 |
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-1,
|
| 1531 |
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6,
|
| 1532 |
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-1,
|
| 1533 |
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0,
|
| 1534 |
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-1,
|
| 1535 |
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-1,
|
| 1536 |
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-1,
|
| 1537 |
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18,
|
| 1538 |
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7,
|
| 1539 |
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13,
|
| 1540 |
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9,
|
| 1541 |
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-1,
|
| 1542 |
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5,
|
| 1543 |
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-1,
|
| 1544 |
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-1,
|
| 1545 |
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17,
|
| 1546 |
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-1,
|
| 1547 |
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-1,
|
| 1548 |
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18,
|
| 1549 |
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-1,
|
| 1550 |
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6,
|
| 1551 |
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7,
|
| 1552 |
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13,
|
| 1553 |
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0,
|
| 1554 |
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-1,
|
| 1555 |
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-1,
|
| 1556 |
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-1,
|
| 1557 |
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5,
|
| 1558 |
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-1,
|
| 1559 |
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9,
|
| 1560 |
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-1,
|
| 1561 |
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-1,
|
| 1562 |
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-1,
|
| 1563 |
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-1,
|
| 1564 |
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-1,
|
| 1565 |
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-1,
|
| 1566 |
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-1,
|
| 1567 |
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-1,
|
| 1568 |
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3,
|
| 1569 |
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5,
|
| 1570 |
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-1,
|
| 1571 |
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10,
|
| 1572 |
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-1,
|
| 1573 |
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-1,
|
| 1574 |
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1,
|
| 1575 |
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-1,
|
| 1576 |
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-1,
|
| 1577 |
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7,
|
| 1578 |
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-1,
|
| 1579 |
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-1,
|
| 1580 |
+
6,
|
| 1581 |
+
3,
|
| 1582 |
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-1,
|
| 1583 |
+
-1,
|
| 1584 |
+
7,
|
| 1585 |
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-1,
|
| 1586 |
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-1,
|
| 1587 |
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-1,
|
| 1588 |
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6,
|
| 1589 |
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9,
|
| 1590 |
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1,
|
| 1591 |
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-1,
|
| 1592 |
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1,
|
| 1593 |
+
5,
|
| 1594 |
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7,
|
| 1595 |
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-1,
|
| 1596 |
+
7,
|
| 1597 |
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-1,
|
| 1598 |
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-1,
|
| 1599 |
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0,
|
| 1600 |
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-1,
|
| 1601 |
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15,
|
| 1602 |
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-1,
|
| 1603 |
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-1,
|
| 1604 |
+
6,
|
| 1605 |
+
5,
|
| 1606 |
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-1,
|
| 1607 |
+
-1,
|
| 1608 |
+
-1,
|
| 1609 |
+
8,
|
| 1610 |
+
-1,
|
| 1611 |
+
8,
|
| 1612 |
+
1,
|
| 1613 |
+
-1,
|
| 1614 |
+
-1,
|
| 1615 |
+
-1,
|
| 1616 |
+
2,
|
| 1617 |
+
5,
|
| 1618 |
+
2,
|
| 1619 |
+
2,
|
| 1620 |
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-1,
|
| 1621 |
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-1,
|
| 1622 |
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-1,
|
| 1623 |
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-1,
|
| 1624 |
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-1,
|
| 1625 |
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-1,
|
| 1626 |
+
-1,
|
| 1627 |
+
-1,
|
| 1628 |
+
0,
|
| 1629 |
+
3,
|
| 1630 |
+
-1,
|
| 1631 |
+
16,
|
| 1632 |
+
2,
|
| 1633 |
+
-1,
|
| 1634 |
+
-1,
|
| 1635 |
+
9,
|
| 1636 |
+
-1,
|
| 1637 |
+
-1,
|
| 1638 |
+
-1,
|
| 1639 |
+
0,
|
| 1640 |
+
2,
|
| 1641 |
+
-1,
|
| 1642 |
+
5,
|
| 1643 |
+
-1,
|
| 1644 |
+
-1,
|
| 1645 |
+
9,
|
| 1646 |
+
-1,
|
| 1647 |
+
-1,
|
| 1648 |
+
-1,
|
| 1649 |
+
-1,
|
| 1650 |
+
4,
|
| 1651 |
+
-1,
|
| 1652 |
+
-1,
|
| 1653 |
+
2,
|
| 1654 |
+
-1,
|
| 1655 |
+
16,
|
| 1656 |
+
0,
|
| 1657 |
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-1,
|
| 1658 |
+
1,
|
| 1659 |
+
-1,
|
| 1660 |
+
-1,
|
| 1661 |
+
-1,
|
| 1662 |
+
-1,
|
| 1663 |
+
3,
|
| 1664 |
+
1,
|
| 1665 |
+
5,
|
| 1666 |
+
-1,
|
| 1667 |
+
6,
|
| 1668 |
+
2,
|
| 1669 |
+
-1,
|
| 1670 |
+
9,
|
| 1671 |
+
-1,
|
| 1672 |
+
4,
|
| 1673 |
+
-1,
|
| 1674 |
+
-1,
|
| 1675 |
+
1,
|
| 1676 |
+
-1,
|
| 1677 |
+
17,
|
| 1678 |
+
-1,
|
| 1679 |
+
-1,
|
| 1680 |
+
-1,
|
| 1681 |
+
-1,
|
| 1682 |
+
17,
|
| 1683 |
+
-1,
|
| 1684 |
+
-1,
|
| 1685 |
+
4,
|
| 1686 |
+
-1,
|
| 1687 |
+
-1,
|
| 1688 |
+
2,
|
| 1689 |
+
-1,
|
| 1690 |
+
9,
|
| 1691 |
+
3,
|
| 1692 |
+
-1,
|
| 1693 |
+
1,
|
| 1694 |
+
-1,
|
| 1695 |
+
-1,
|
| 1696 |
+
8,
|
| 1697 |
+
-1,
|
| 1698 |
+
-1,
|
| 1699 |
+
11,
|
| 1700 |
+
0,
|
| 1701 |
+
-1,
|
| 1702 |
+
18,
|
| 1703 |
+
-1,
|
| 1704 |
+
-1,
|
| 1705 |
+
-1,
|
| 1706 |
+
16,
|
| 1707 |
+
-1,
|
| 1708 |
+
7,
|
| 1709 |
+
2,
|
| 1710 |
+
6,
|
| 1711 |
+
6,
|
| 1712 |
+
11,
|
| 1713 |
+
-1,
|
| 1714 |
+
5,
|
| 1715 |
+
4,
|
| 1716 |
+
2,
|
| 1717 |
+
2,
|
| 1718 |
+
-1,
|
| 1719 |
+
-1,
|
| 1720 |
+
13,
|
| 1721 |
+
-1,
|
| 1722 |
+
-1,
|
| 1723 |
+
-1,
|
| 1724 |
+
-1,
|
| 1725 |
+
-1,
|
| 1726 |
+
-1,
|
| 1727 |
+
2,
|
| 1728 |
+
10,
|
| 1729 |
+
1,
|
| 1730 |
+
13,
|
| 1731 |
+
-1,
|
| 1732 |
+
-1,
|
| 1733 |
+
9,
|
| 1734 |
+
2,
|
| 1735 |
+
-1,
|
| 1736 |
+
-1,
|
| 1737 |
+
-1,
|
| 1738 |
+
2,
|
| 1739 |
+
-1,
|
| 1740 |
+
-1,
|
| 1741 |
+
5,
|
| 1742 |
+
-1,
|
| 1743 |
+
10,
|
| 1744 |
+
-1,
|
| 1745 |
+
-1,
|
| 1746 |
+
-1,
|
| 1747 |
+
2,
|
| 1748 |
+
2,
|
| 1749 |
+
2,
|
| 1750 |
+
-1,
|
| 1751 |
+
-1,
|
| 1752 |
+
2,
|
| 1753 |
+
2,
|
| 1754 |
+
7,
|
| 1755 |
+
-1,
|
| 1756 |
+
-1,
|
| 1757 |
+
-1,
|
| 1758 |
+
7,
|
| 1759 |
+
-1,
|
| 1760 |
+
-1,
|
| 1761 |
+
4,
|
| 1762 |
+
1,
|
| 1763 |
+
-1,
|
| 1764 |
+
4,
|
| 1765 |
+
-1,
|
| 1766 |
+
0,
|
| 1767 |
+
-1,
|
| 1768 |
+
7,
|
| 1769 |
+
2,
|
| 1770 |
+
-1,
|
| 1771 |
+
3,
|
| 1772 |
+
3,
|
| 1773 |
+
-1,
|
| 1774 |
+
-1,
|
| 1775 |
+
-1,
|
| 1776 |
+
1,
|
| 1777 |
+
-1,
|
| 1778 |
+
6,
|
| 1779 |
+
-1,
|
| 1780 |
+
-1,
|
| 1781 |
+
1,
|
| 1782 |
+
1,
|
| 1783 |
+
-1,
|
| 1784 |
+
11,
|
| 1785 |
+
-1,
|
| 1786 |
+
-1,
|
| 1787 |
+
1,
|
| 1788 |
+
4,
|
| 1789 |
+
11,
|
| 1790 |
+
-1,
|
| 1791 |
+
5,
|
| 1792 |
+
-1,
|
| 1793 |
+
11,
|
| 1794 |
+
5,
|
| 1795 |
+
-1,
|
| 1796 |
+
-1,
|
| 1797 |
+
11,
|
| 1798 |
+
5,
|
| 1799 |
+
2,
|
| 1800 |
+
-1,
|
| 1801 |
+
2,
|
| 1802 |
+
2,
|
| 1803 |
+
-1,
|
| 1804 |
+
-1,
|
| 1805 |
+
15,
|
| 1806 |
+
2,
|
| 1807 |
+
2,
|
| 1808 |
+
13,
|
| 1809 |
+
1,
|
| 1810 |
+
2,
|
| 1811 |
+
-1,
|
| 1812 |
+
0,
|
| 1813 |
+
-1,
|
| 1814 |
+
-1,
|
| 1815 |
+
-1,
|
| 1816 |
+
18,
|
| 1817 |
+
-1,
|
| 1818 |
+
0,
|
| 1819 |
+
-1,
|
| 1820 |
+
1,
|
| 1821 |
+
-1,
|
| 1822 |
+
-1,
|
| 1823 |
+
1,
|
| 1824 |
+
-1,
|
| 1825 |
+
-1,
|
| 1826 |
+
-1,
|
| 1827 |
+
2,
|
| 1828 |
+
-1,
|
| 1829 |
+
-1,
|
| 1830 |
+
11,
|
| 1831 |
+
1,
|
| 1832 |
+
2,
|
| 1833 |
+
1,
|
| 1834 |
+
0,
|
| 1835 |
+
-1,
|
| 1836 |
+
-1,
|
| 1837 |
+
3,
|
| 1838 |
+
9,
|
| 1839 |
+
4,
|
| 1840 |
+
5,
|
| 1841 |
+
-1,
|
| 1842 |
+
-1,
|
| 1843 |
+
-1,
|
| 1844 |
+
-1,
|
| 1845 |
+
-1,
|
| 1846 |
+
-1,
|
| 1847 |
+
18,
|
| 1848 |
+
5,
|
| 1849 |
+
7,
|
| 1850 |
+
-1,
|
| 1851 |
+
0,
|
| 1852 |
+
4,
|
| 1853 |
+
9,
|
| 1854 |
+
-1,
|
| 1855 |
+
-1,
|
| 1856 |
+
2,
|
| 1857 |
+
18,
|
| 1858 |
+
-1,
|
| 1859 |
+
1,
|
| 1860 |
+
18,
|
| 1861 |
+
-1,
|
| 1862 |
+
2,
|
| 1863 |
+
1,
|
| 1864 |
+
8,
|
| 1865 |
+
-1,
|
| 1866 |
+
2,
|
| 1867 |
+
-1,
|
| 1868 |
+
-1,
|
| 1869 |
+
7,
|
| 1870 |
+
13,
|
| 1871 |
+
2,
|
| 1872 |
+
1,
|
| 1873 |
+
1,
|
| 1874 |
+
1,
|
| 1875 |
+
2,
|
| 1876 |
+
-1,
|
| 1877 |
+
-1,
|
| 1878 |
+
-1,
|
| 1879 |
+
16,
|
| 1880 |
+
-1,
|
| 1881 |
+
-1,
|
| 1882 |
+
5,
|
| 1883 |
+
13,
|
| 1884 |
+
-1,
|
| 1885 |
+
0,
|
| 1886 |
+
1,
|
| 1887 |
+
2,
|
| 1888 |
+
8,
|
| 1889 |
+
16,
|
| 1890 |
+
18,
|
| 1891 |
+
13,
|
| 1892 |
+
-1,
|
| 1893 |
+
-1,
|
| 1894 |
+
1,
|
| 1895 |
+
18,
|
| 1896 |
+
-1,
|
| 1897 |
+
-1,
|
| 1898 |
+
16,
|
| 1899 |
+
-1,
|
| 1900 |
+
16,
|
| 1901 |
+
-1,
|
| 1902 |
+
2,
|
| 1903 |
+
-1,
|
| 1904 |
+
-1,
|
| 1905 |
+
13,
|
| 1906 |
+
-1,
|
| 1907 |
+
0,
|
| 1908 |
+
5,
|
| 1909 |
+
-1,
|
| 1910 |
+
2,
|
| 1911 |
+
0,
|
| 1912 |
+
0,
|
| 1913 |
+
-1,
|
| 1914 |
+
16,
|
| 1915 |
+
2,
|
| 1916 |
+
-1,
|
| 1917 |
+
16,
|
| 1918 |
+
-1,
|
| 1919 |
+
2,
|
| 1920 |
+
-1,
|
| 1921 |
+
-1,
|
| 1922 |
+
2,
|
| 1923 |
+
1,
|
| 1924 |
+
-1,
|
| 1925 |
+
6,
|
| 1926 |
+
1,
|
| 1927 |
+
5,
|
| 1928 |
+
-1,
|
| 1929 |
+
-1,
|
| 1930 |
+
-1,
|
| 1931 |
+
-1,
|
| 1932 |
+
-1,
|
| 1933 |
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