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 +3035 -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_thegoldenone
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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_thegoldenone")
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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: 2440
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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 | civilisation - guys - nietzsche - sweden - white | 20 | -1_civilisation_guys_nietzsche_sweden |
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| 0 | legiogloria - polos - garment - tracksuit - bottoms | 1332 | 0_legiogloria_polos_garment_tracksuit |
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| 1 | neolithic - aryans - haplogroup - norse - europe | 109 | 1_neolithic_aryans_haplogroup_norse |
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| 2 | instagram - deleted - parler - banned - censorship | 109 | 2_instagram_deleted_parler_banned |
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| 3 | sweden - fredrik - migrants - riots - socialism | 91 | 3_sweden_fredrik_migrants_riots |
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| 4 | mithras - deities - hermeticism - rosicrucians - angels | 86 | 4_mithras_deities_hermeticism_rosicrucians |
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| 5 | youtube - views - bitchute - subscribers - deleted | 79 | 5_youtube_views_bitchute_subscribers |
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| 6 | collagen - jotunheimnutrition - whey - supplement - creatine | 69 | 6_collagen_jotunheimnutrition_whey_supplement |
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| 7 | benchpress - deadlifts - squats - kettlebell - stronger | 68 | 7_benchpress_deadlifts_squats_kettlebell |
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| 8 | racist - leftists - nazis - fuck - accelerationism | 59 | 8_racist_leftists_nazis_fuck |
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| 9 | podcast - ultimate - theodoric - demigod - civilisation | 55 | 9_podcast_ultimate_theodoric_demigod |
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| 10 | aragorn - morgoth - eltharion - valiant - gawain | 55 | 10_aragorn_morgoth_eltharion_valiant |
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| 11 | dauntless - goodreads - demigod - marcus - appreciated | 51 | 11_dauntless_goodreads_demigod_marcus |
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| 12 | delays - shipped - postnord - delivering - dhl | 50 | 12_delays_shipped_postnord_delivering |
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| 13 | ukraine - donetsk - russians - serbs - kremlin | 50 | 13_ukraine_donetsk_russians_serbs |
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| 14 | physiognomy - masculine - strength - sociosexual - unattractive | 49 | 14_physiognomy_masculine_strength_sociosexual |
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| 15 | kickboxing - thaiboxing - heavybag - grappling - opponents | 43 | 15_kickboxing_thaiboxing_heavybag_grappling |
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| 16 | reading - machiavelli - homoerotic - chapter - diabolical | 24 | 16_reading_machiavelli_homoerotic_chapter |
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| 17 | fizeekfriday - fitness - spiritually - gains - momoa | 21 | 17_fizeekfriday_fitness_spiritually_gains |
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| 18 | coffees - kaffekompaniet - fairtrade - lindt - buttermaxxed | 20 | 18_coffees_kaffekompaniet_fairtrade_lindt |
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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:b4917ee60c77737be68ae6e79e844bd3a44efaebe7c7610d70c3a37b3c89f55a
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size 483736
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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 sha256:2b5bcb858cb1da35e562e7637ed47606a9a0afec8f55ca0adcaa9ab6ab94135e
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size 82008
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topics.json
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|
| 1 |
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{
|
| 2 |
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"topic_representations": {
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| 3 |
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"-1": [
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| 4 |
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[
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| 5 |
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| 6 |
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| 7 |
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| 9 |
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| 10 |
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| 11 |
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| 12 |
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[
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| 13 |
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"nietzsche",
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| 14 |
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| 15 |
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| 16 |
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[
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| 17 |
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| 18 |
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| 19 |
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| 20 |
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| 21 |
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| 22 |
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| 23 |
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| 24 |
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],
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| 25 |
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"0": [
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| 26 |
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[
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| 27 |
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| 28 |
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| 29 |
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| 30 |
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[
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| 31 |
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"polos",
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| 32 |
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| 33 |
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],
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| 34 |
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[
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| 35 |
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| 36 |
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| 37 |
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| 38 |
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| 39 |
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| 40 |
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| 41 |
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| 42 |
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| 43 |
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| 44 |
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| 45 |
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| 46 |
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| 47 |
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| 48 |
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[
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| 49 |
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| 50 |
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| 51 |
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| 52 |
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| 53 |
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| 54 |
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| 55 |
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| 56 |
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| 57 |
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| 58 |
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| 59 |
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| 61 |
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| 63 |
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| 64 |
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| 65 |
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| 69 |
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| 71 |
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| 72 |
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| 74 |
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| 75 |
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| 76 |
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| 77 |
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6,
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7,
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14,
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3,
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3,
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1,
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1,
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1,
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1,
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1,
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| 900 |
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1,
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1,
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7,
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4,
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8,
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1,
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9,
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| 921 |
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1,
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7,
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6,
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0,
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14,
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14,
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| 948 |
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7,
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| 950 |
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1,
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7,
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11,
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| 957 |
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1,
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| 958 |
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| 959 |
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6,
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| 960 |
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| 961 |
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9,
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| 963 |
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| 965 |
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6,
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| 966 |
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| 967 |
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1,
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| 968 |
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1,
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| 970 |
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7,
|
| 971 |
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| 972 |
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11,
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| 973 |
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| 974 |
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1,
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| 975 |
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1,
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| 976 |
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| 977 |
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| 978 |
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| 979 |
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| 980 |
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7,
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| 981 |
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| 983 |
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| 984 |
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| 985 |
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| 986 |
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| 987 |
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1,
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| 988 |
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1,
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| 989 |
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| 990 |
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0,
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10,
|
| 997 |
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|
| 998 |
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4,
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| 999 |
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| 1000 |
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| 1001 |
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12,
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| 1002 |
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|
| 1003 |
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-1,
|
| 1004 |
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-1,
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| 1005 |
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4,
|
| 1006 |
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|
| 1007 |
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-1,
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| 1008 |
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-1,
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| 1009 |
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1,
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| 1010 |
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|
| 1011 |
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-1,
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| 1012 |
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-1,
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| 1013 |
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-1,
|
| 1014 |
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-1,
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| 1015 |
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12,
|
| 1016 |
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|
| 1017 |
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-1,
|
| 1018 |
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0,
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| 1019 |
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|
| 1020 |
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-1,
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| 1021 |
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12,
|
| 1022 |
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16,
|
| 1023 |
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4,
|
| 1024 |
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-1,
|
| 1025 |
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-1,
|
| 1026 |
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-1,
|
| 1027 |
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-1,
|
| 1028 |
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9,
|
| 1029 |
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2,
|
| 1030 |
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12,
|
| 1031 |
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0,
|
| 1032 |
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-1,
|
| 1033 |
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-1,
|
| 1034 |
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-1,
|
| 1035 |
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2,
|
| 1036 |
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9,
|
| 1037 |
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-1,
|
| 1038 |
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-1,
|
| 1039 |
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-1,
|
| 1040 |
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7,
|
| 1041 |
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7,
|
| 1042 |
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|
| 1043 |
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-1,
|
| 1044 |
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7,
|
| 1045 |
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18,
|
| 1046 |
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0,
|
| 1047 |
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-1,
|
| 1048 |
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3,
|
| 1049 |
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3,
|
| 1050 |
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|
| 1051 |
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4,
|
| 1052 |
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-1,
|
| 1053 |
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-1,
|
| 1054 |
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7,
|
| 1055 |
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1,
|
| 1056 |
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3,
|
| 1057 |
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-1,
|
| 1058 |
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7,
|
| 1059 |
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2,
|
| 1060 |
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4,
|
| 1061 |
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|
| 1062 |
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-1,
|
| 1063 |
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-1,
|
| 1064 |
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7,
|
| 1065 |
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-1,
|
| 1066 |
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7,
|
| 1067 |
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6,
|
| 1068 |
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10,
|
| 1069 |
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-1,
|
| 1070 |
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-1,
|
| 1071 |
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-1,
|
| 1072 |
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7,
|
| 1073 |
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4,
|
| 1074 |
+
13,
|
| 1075 |
+
3,
|
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17,
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1,
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6,
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4,
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17,
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2,
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4,
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4,
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8,
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11,
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2,
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2,
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18,
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14,
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| 1493 |
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3,
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2,
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16,
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| 1497 |
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4,
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| 1500 |
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1,
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4,
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16,
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4,
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16,
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17,
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13,
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| 1530 |
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1,
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4,
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8,
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| 1545 |
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5,
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| 1549 |
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2,
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18,
|
| 1553 |
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2,
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0,
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18,
|
| 1559 |
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11,
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| 1560 |
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11,
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11,
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11,
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| 1569 |
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8,
|
| 1570 |
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|
| 1571 |
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0,
|
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13,
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3,
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14,
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12,
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6,
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11,
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18,
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15,
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10,
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0,
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| 1729 |
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| 1730 |
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3,
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2,
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11,
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12,
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12,
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12,
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-1,
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-1,
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1,
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1,
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| 1745 |
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| 1746 |
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6,
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| 1747 |
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-1,
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| 1748 |
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-1,
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| 1749 |
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10,
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| 1750 |
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-1,
|
| 1751 |
+
17,
|
| 1752 |
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-1,
|
| 1753 |
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2,
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| 1754 |
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-1,
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| 1755 |
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-1,
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| 1756 |
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-1,
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| 1757 |
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8,
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| 1758 |
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-1,
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| 1759 |
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1,
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| 1760 |
+
-1,
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| 1761 |
+
3,
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| 1762 |
+
-1,
|
| 1763 |
+
14,
|
| 1764 |
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-1,
|
| 1765 |
+
1,
|
| 1766 |
+
15,
|
| 1767 |
+
-1,
|
| 1768 |
+
1,
|
| 1769 |
+
1,
|
| 1770 |
+
9,
|
| 1771 |
+
9,
|
| 1772 |
+
1,
|
| 1773 |
+
-1,
|
| 1774 |
+
6,
|
| 1775 |
+
6,
|
| 1776 |
+
-1,
|
| 1777 |
+
-1,
|
| 1778 |
+
8,
|
| 1779 |
+
-1,
|
| 1780 |
+
9,
|
| 1781 |
+
-1,
|
| 1782 |
+
-1,
|
| 1783 |
+
-1,
|
| 1784 |
+
-1,
|
| 1785 |
+
11,
|
| 1786 |
+
11,
|
| 1787 |
+
-1,
|
| 1788 |
+
-1,
|
| 1789 |
+
-1,
|
| 1790 |
+
-1,
|
| 1791 |
+
-1,
|
| 1792 |
+
-1,
|
| 1793 |
+
6,
|
| 1794 |
+
3,
|
| 1795 |
+
-1,
|
| 1796 |
+
17,
|
| 1797 |
+
-1,
|
| 1798 |
+
8,
|
| 1799 |
+
-1,
|
| 1800 |
+
0,
|
| 1801 |
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-1,
|
| 1802 |
+
3,
|
| 1803 |
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-1,
|
| 1804 |
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-1,
|
| 1805 |
+
-1,
|
| 1806 |
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-1,
|
| 1807 |
+
-1,
|
| 1808 |
+
-1,
|
| 1809 |
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-1,
|
| 1810 |
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-1,
|
| 1811 |
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-1,
|
| 1812 |
+
-1,
|
| 1813 |
+
2,
|
| 1814 |
+
16,
|
| 1815 |
+
2,
|
| 1816 |
+
-1,
|
| 1817 |
+
2,
|
| 1818 |
+
5,
|
| 1819 |
+
-1,
|
| 1820 |
+
-1,
|
| 1821 |
+
1,
|
| 1822 |
+
-1,
|
| 1823 |
+
-1,
|
| 1824 |
+
-1,
|
| 1825 |
+
-1,
|
| 1826 |
+
8,
|
| 1827 |
+
-1,
|
| 1828 |
+
-1,
|
| 1829 |
+
-1,
|
| 1830 |
+
-1,
|
| 1831 |
+
-1,
|
| 1832 |
+
-1,
|
| 1833 |
+
-1,
|
| 1834 |
+
15,
|
| 1835 |
+
0,
|
| 1836 |
+
11,
|
| 1837 |
+
-1,
|
| 1838 |
+
-1,
|
| 1839 |
+
2,
|
| 1840 |
+
-1,
|
| 1841 |
+
-1,
|
| 1842 |
+
0,
|
| 1843 |
+
5,
|
| 1844 |
+
-1,
|
| 1845 |
+
0,
|
| 1846 |
+
-1,
|
| 1847 |
+
-1,
|
| 1848 |
+
-1,
|
| 1849 |
+
18,
|
| 1850 |
+
2,
|
| 1851 |
+
2,
|
| 1852 |
+
0,
|
| 1853 |
+
7,
|
| 1854 |
+
-1,
|
| 1855 |
+
2,
|
| 1856 |
+
-1,
|
| 1857 |
+
-1,
|
| 1858 |
+
-1,
|
| 1859 |
+
-1,
|
| 1860 |
+
2,
|
| 1861 |
+
-1,
|
| 1862 |
+
-1,
|
| 1863 |
+
18,
|
| 1864 |
+
2,
|
| 1865 |
+
-1,
|
| 1866 |
+
7,
|
| 1867 |
+
-1,
|
| 1868 |
+
16,
|
| 1869 |
+
17,
|
| 1870 |
+
0,
|
| 1871 |
+
-1,
|
| 1872 |
+
-1,
|
| 1873 |
+
-1,
|
| 1874 |
+
-1,
|
| 1875 |
+
-1,
|
| 1876 |
+
-1,
|
| 1877 |
+
-1,
|
| 1878 |
+
9,
|
| 1879 |
+
-1,
|
| 1880 |
+
9,
|
| 1881 |
+
2,
|
| 1882 |
+
6,
|
| 1883 |
+
-1,
|
| 1884 |
+
2,
|
| 1885 |
+
-1,
|
| 1886 |
+
0,
|
| 1887 |
+
6,
|
| 1888 |
+
6,
|
| 1889 |
+
9,
|
| 1890 |
+
6,
|
| 1891 |
+
0,
|
| 1892 |
+
2,
|
| 1893 |
+
9,
|
| 1894 |
+
2,
|
| 1895 |
+
15,
|
| 1896 |
+
-1,
|
| 1897 |
+
-1,
|
| 1898 |
+
-1,
|
| 1899 |
+
2,
|
| 1900 |
+
-1,
|
| 1901 |
+
-1,
|
| 1902 |
+
7,
|
| 1903 |
+
7,
|
| 1904 |
+
-1,
|
| 1905 |
+
2,
|
| 1906 |
+
7,
|
| 1907 |
+
2,
|
| 1908 |
+
-1,
|
| 1909 |
+
1,
|
| 1910 |
+
-1,
|
| 1911 |
+
-1,
|
| 1912 |
+
6,
|
| 1913 |
+
17,
|
| 1914 |
+
-1,
|
| 1915 |
+
2,
|
| 1916 |
+
0,
|
| 1917 |
+
-1,
|
| 1918 |
+
17,
|
| 1919 |
+
-1,
|
| 1920 |
+
3,
|
| 1921 |
+
3,
|
| 1922 |
+
-1,
|
| 1923 |
+
0,
|
| 1924 |
+
-1,
|
| 1925 |
+
2,
|
| 1926 |
+
-1,
|
| 1927 |
+
-1,
|
| 1928 |
+
-1,
|
| 1929 |
+
-1,
|
| 1930 |
+
-1,
|
| 1931 |
+
-1,
|
| 1932 |
+
0,
|
| 1933 |
+
-1,
|
| 1934 |
+
16,
|
| 1935 |
+
1,
|
| 1936 |
+
-1,
|
| 1937 |
+
0,
|
| 1938 |
+
17,
|
| 1939 |
+
-1,
|
| 1940 |
+
-1,
|
| 1941 |
+
-1,
|
| 1942 |
+
9,
|
| 1943 |
+
-1,
|
| 1944 |
+
9,
|
| 1945 |
+
-1,
|
| 1946 |
+
2,
|
| 1947 |
+
15,
|
| 1948 |
+
-1,
|
| 1949 |
+
-1,
|
| 1950 |
+
-1,
|
| 1951 |
+
2,
|
| 1952 |
+
7,
|
| 1953 |
+
-1,
|
| 1954 |
+
7,
|
| 1955 |
+
-1,
|
| 1956 |
+
10,
|
| 1957 |
+
-1,
|
| 1958 |
+
-1,
|
| 1959 |
+
-1,
|
| 1960 |
+
1,
|
| 1961 |
+
-1,
|
| 1962 |
+
-1,
|
| 1963 |
+
0,
|
| 1964 |
+
-1,
|
| 1965 |
+
6,
|
| 1966 |
+
14,
|
| 1967 |
+
12,
|
| 1968 |
+
-1,
|
| 1969 |
+
6,
|
| 1970 |
+
-1,
|
| 1971 |
+
-1,
|
| 1972 |
+
-1,
|
| 1973 |
+
-1,
|
| 1974 |
+
11,
|
| 1975 |
+
6,
|
| 1976 |
+
0,
|
| 1977 |
+
12,
|
| 1978 |
+
3,
|
| 1979 |
+
-1,
|
| 1980 |
+
-1,
|
| 1981 |
+
-1,
|
| 1982 |
+
-1,
|
| 1983 |
+
-1,
|
| 1984 |
+
2,
|
| 1985 |
+
-1,
|
| 1986 |
+
-1,
|
| 1987 |
+
-1,
|
| 1988 |
+
-1,
|
| 1989 |
+
-1,
|
| 1990 |
+
7,
|
| 1991 |
+
-1,
|
| 1992 |
+
-1,
|
| 1993 |
+
-1,
|
| 1994 |
+
-1,
|
| 1995 |
+
-1,
|
| 1996 |
+
9,
|
| 1997 |
+
-1,
|
| 1998 |
+
-1,
|
| 1999 |
+
0,
|
| 2000 |
+
-1,
|
| 2001 |
+
-1,
|
| 2002 |
+
-1,
|
| 2003 |
+
0,
|
| 2004 |
+
-1,
|
| 2005 |
+
-1,
|
| 2006 |
+
5,
|
| 2007 |
+
-1,
|
| 2008 |
+
-1,
|
| 2009 |
+
8,
|
| 2010 |
+
4,
|
| 2011 |
+
-1,
|
| 2012 |
+
17,
|
| 2013 |
+
-1,
|
| 2014 |
+
-1,
|
| 2015 |
+
-1,
|
| 2016 |
+
-1,
|
| 2017 |
+
-1,
|
| 2018 |
+
-1,
|
| 2019 |
+
-1,
|
| 2020 |
+
15,
|
| 2021 |
+
1,
|
| 2022 |
+
1,
|
| 2023 |
+
6,
|
| 2024 |
+
15,
|
| 2025 |
+
-1,
|
| 2026 |
+
-1,
|
| 2027 |
+
-1,
|
| 2028 |
+
-1,
|
| 2029 |
+
-1,
|
| 2030 |
+
-1,
|
| 2031 |
+
-1,
|
| 2032 |
+
5,
|
| 2033 |
+
-1,
|
| 2034 |
+
1,
|
| 2035 |
+
-1,
|
| 2036 |
+
-1,
|
| 2037 |
+
0,
|
| 2038 |
+
6,
|
| 2039 |
+
-1,
|
| 2040 |
+
-1,
|
| 2041 |
+
-1,
|
| 2042 |
+
-1,
|
| 2043 |
+
-1,
|
| 2044 |
+
-1,
|
| 2045 |
+
3,
|
| 2046 |
+
-1,
|
| 2047 |
+
0,
|
| 2048 |
+
-1,
|
| 2049 |
+
-1,
|
| 2050 |
+
-1,
|
| 2051 |
+
-1,
|
| 2052 |
+
-1,
|
| 2053 |
+
-1,
|
| 2054 |
+
18,
|
| 2055 |
+
8,
|
| 2056 |
+
-1,
|
| 2057 |
+
13,
|
| 2058 |
+
-1,
|
| 2059 |
+
11,
|
| 2060 |
+
-1,
|
| 2061 |
+
11,
|
| 2062 |
+
11,
|
| 2063 |
+
18,
|
| 2064 |
+
-1,
|
| 2065 |
+
-1,
|
| 2066 |
+
-1,
|
| 2067 |
+
-1,
|
| 2068 |
+
-1,
|
| 2069 |
+
-1,
|
| 2070 |
+
-1,
|
| 2071 |
+
6,
|
| 2072 |
+
6,
|
| 2073 |
+
-1,
|
| 2074 |
+
-1,
|
| 2075 |
+
-1,
|
| 2076 |
+
-1,
|
| 2077 |
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8,
|
| 2078 |
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-1,
|
| 2079 |
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-1,
|
| 2080 |
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15,
|
| 2081 |
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-1,
|
| 2082 |
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-1,
|
| 2083 |
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-1,
|
| 2084 |
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-1,
|
| 2085 |
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-1,
|
| 2086 |
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-1,
|
| 2087 |
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-1,
|
| 2088 |
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-1,
|
| 2089 |
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0,
|
| 2090 |
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0,
|
| 2091 |
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-1,
|
| 2092 |
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2,
|
| 2093 |
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7,
|
| 2094 |
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7,
|
| 2095 |
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-1,
|
| 2096 |
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-1,
|
| 2097 |
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-1,
|
| 2098 |
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17,
|
| 2099 |
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17,
|
| 2100 |
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5,
|
| 2101 |
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-1,
|
| 2102 |
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-1,
|
| 2103 |
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-1,
|
| 2104 |
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-1,
|
| 2105 |
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3,
|
| 2106 |
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-1,
|
| 2107 |
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5,
|
| 2108 |
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3,
|
| 2109 |
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9,
|
| 2110 |
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18,
|
| 2111 |
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5,
|
| 2112 |
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0,
|
| 2113 |
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0,
|
| 2114 |
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-1,
|
| 2115 |
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-1,
|
| 2116 |
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-1,
|
| 2117 |
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2,
|
| 2118 |
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-1,
|
| 2119 |
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-1,
|
| 2120 |
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-1,
|
| 2121 |
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17,
|
| 2122 |
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-1,
|
| 2123 |
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-1,
|
| 2124 |
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6,
|
| 2125 |
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2,
|
| 2126 |
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14,
|
| 2127 |
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|
| 2128 |
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-1,
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| 2129 |
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6,
|
| 2130 |
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-1,
|
| 2131 |
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5,
|
| 2132 |
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-1,
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| 2133 |
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17,
|
| 2134 |
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-1,
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| 2135 |
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0,
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| 2136 |
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| 2137 |
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7,
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| 2138 |
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5,
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| 2139 |
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5,
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| 2140 |
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5,
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| 2141 |
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| 2142 |
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1,
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| 2143 |
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| 2144 |
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-1,
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| 2145 |
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-1,
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| 2146 |
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5,
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| 2147 |
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5,
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| 2148 |
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5,
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| 2149 |
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17,
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| 2150 |
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9,
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| 2151 |
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| 2152 |
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5,
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| 2153 |
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5,
|
| 2154 |
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-1,
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| 2155 |
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2,
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| 2156 |
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9,
|
| 2157 |
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0,
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| 2158 |
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2,
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| 2159 |
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11,
|
| 2160 |
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| 2161 |
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12,
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| 2162 |
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-1,
|
| 2163 |
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5,
|
| 2164 |
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5,
|
| 2165 |
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2,
|
| 2166 |
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-1,
|
| 2167 |
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-1,
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| 2168 |
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5,
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| 2169 |
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6,
|
| 2170 |
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12,
|
| 2171 |
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-1,
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| 2172 |
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-1,
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| 2173 |
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18,
|
| 2174 |
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-1,
|
| 2175 |
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2,
|
| 2176 |
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17,
|
| 2177 |
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0,
|
| 2178 |
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-1,
|
| 2179 |
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-1,
|
| 2180 |
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-1,
|
| 2181 |
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9,
|
| 2182 |
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12,
|
| 2183 |
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-1,
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| 2184 |
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12,
|
| 2185 |
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-1,
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| 2186 |
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9,
|
| 2187 |
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6,
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| 2188 |
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-1,
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| 2189 |
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12,
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| 2190 |
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14,
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| 2191 |
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5,
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| 2192 |
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12,
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| 2193 |
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12,
|
| 2194 |
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5,
|
| 2195 |
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-1,
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| 2196 |
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-1,
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| 2197 |
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18,
|
| 2198 |
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18,
|
| 2199 |
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18,
|
| 2200 |
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-1,
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| 2201 |
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2,
|
| 2202 |
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10,
|
| 2203 |
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9,
|
| 2204 |
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-1,
|
| 2205 |
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2,
|
| 2206 |
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9,
|
| 2207 |
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2,
|
| 2208 |
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-1,
|
| 2209 |
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-1,
|
| 2210 |
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-1,
|
| 2211 |
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3,
|
| 2212 |
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-1,
|
| 2213 |
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12,
|
| 2214 |
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-1,
|
| 2215 |
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3,
|
| 2216 |
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10,
|
| 2217 |
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-1,
|
| 2218 |
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-1,
|
| 2219 |
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-1,
|
| 2220 |
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-1,
|
| 2221 |
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2,
|
| 2222 |
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2,
|
| 2223 |
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2,
|
| 2224 |
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-1,
|
| 2225 |
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-1,
|
| 2226 |
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-1,
|
| 2227 |
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12,
|
| 2228 |
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0,
|
| 2229 |
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-1,
|
| 2230 |
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2,
|
| 2231 |
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9,
|
| 2232 |
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5,
|
| 2233 |
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-1,
|
| 2234 |
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2,
|
| 2235 |
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2,
|
| 2236 |
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-1,
|
| 2237 |
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-1,
|
| 2238 |
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3,
|
| 2239 |
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-1,
|
| 2240 |
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5,
|
| 2241 |
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2,
|
| 2242 |
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-1,
|
| 2243 |
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3,
|
| 2244 |
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5,
|
| 2245 |
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14,
|
| 2246 |
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-1,
|
| 2247 |
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8,
|
| 2248 |
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-1,
|
| 2249 |
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2,
|
| 2250 |
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0,
|
| 2251 |
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0,
|
| 2252 |
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-1,
|
| 2253 |
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-1,
|
| 2254 |
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2,
|
| 2255 |
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5,
|
| 2256 |
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-1,
|
| 2257 |
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2,
|
| 2258 |
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2,
|
| 2259 |
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2,
|
| 2260 |
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-1,
|
| 2261 |
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2,
|
| 2262 |
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2,
|
| 2263 |
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5,
|
| 2264 |
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2,
|
| 2265 |
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-1,
|
| 2266 |
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2,
|
| 2267 |
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-1,
|
| 2268 |
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12,
|
| 2269 |
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9,
|
| 2270 |
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-1,
|
| 2271 |
+
3,
|
| 2272 |
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-1,
|
| 2273 |
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-1,
|
| 2274 |
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-1,
|
| 2275 |
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5,
|
| 2276 |
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-1,
|
| 2277 |
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-1,
|
| 2278 |
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-1,
|
| 2279 |
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-1,
|
| 2280 |
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5,
|
| 2281 |
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-1,
|
| 2282 |
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12,
|
| 2283 |
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-1,
|
| 2284 |
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-1,
|
| 2285 |
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3,
|
| 2286 |
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-1,
|
| 2287 |
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9,
|
| 2288 |
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9,
|
| 2289 |
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12,
|
| 2290 |
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-1,
|
| 2291 |
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6,
|
| 2292 |
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-1,
|
| 2293 |
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-1,
|
| 2294 |
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-1,
|
| 2295 |
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14,
|
| 2296 |
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6,
|
| 2297 |
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12,
|
| 2298 |
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12,
|
| 2299 |
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-1,
|
| 2300 |
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-1,
|
| 2301 |
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-1,
|
| 2302 |
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-1,
|
| 2303 |
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-1,
|
| 2304 |
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10,
|
| 2305 |
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-1,
|
| 2306 |
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5,
|
| 2307 |
+
10,
|
| 2308 |
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12,
|
| 2309 |
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-1,
|
| 2310 |
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6,
|
| 2311 |
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-1,
|
| 2312 |
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-1,
|
| 2313 |
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3,
|
| 2314 |
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-1,
|
| 2315 |
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6,
|
| 2316 |
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-1,
|
| 2317 |
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-1,
|
| 2318 |
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-1,
|
| 2319 |
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-1,
|
| 2320 |
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-1,
|
| 2321 |
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14,
|
| 2322 |
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6,
|
| 2323 |
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-1,
|
| 2324 |
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-1,
|
| 2325 |
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-1,
|
| 2326 |
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-1,
|
| 2327 |
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-1,
|
| 2328 |
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-1,
|
| 2329 |
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0,
|
| 2330 |
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2,
|
| 2331 |
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-1,
|
| 2332 |
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-1,
|
| 2333 |
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0,
|
| 2334 |
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-1,
|
| 2335 |
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5,
|
| 2336 |
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-1,
|
| 2337 |
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14,
|
| 2338 |
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14,
|
| 2339 |
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14,
|
| 2340 |
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14,
|
| 2341 |
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-1,
|
| 2342 |
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-1,
|
| 2343 |
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0,
|
| 2344 |
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-1,
|
| 2345 |
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12,
|
| 2346 |
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-1,
|
| 2347 |
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5,
|
| 2348 |
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-1,
|
| 2349 |
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-1,
|
| 2350 |
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-1,
|
| 2351 |
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-1,
|
| 2352 |
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2,
|
| 2353 |
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15,
|
| 2354 |
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-1,
|
| 2355 |
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11,
|
| 2356 |
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-1,
|
| 2357 |
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3,
|
| 2358 |
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-1,
|
| 2359 |
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11,
|
| 2360 |
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11,
|
| 2361 |
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-1,
|
| 2362 |
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-1,
|
| 2363 |
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-1,
|
| 2364 |
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0,
|
| 2365 |
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10,
|
| 2366 |
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-1,
|
| 2367 |
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-1,
|
| 2368 |
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-1,
|
| 2369 |
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-1,
|
| 2370 |
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-1,
|
| 2371 |
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-1,
|
| 2372 |
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-1,
|
| 2373 |
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-1,
|
| 2374 |
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-1,
|
| 2375 |
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3,
|
| 2376 |
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10,
|
| 2377 |
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-1,
|
| 2378 |
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-1,
|
| 2379 |
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13,
|
| 2380 |
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3,
|
| 2381 |
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-1,
|
| 2382 |
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8,
|
| 2383 |
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-1,
|
| 2384 |
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-1,
|
| 2385 |
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-1,
|
| 2386 |
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-1,
|
| 2387 |
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0,
|
| 2388 |
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-1,
|
| 2389 |
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-1,
|
| 2390 |
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-1,
|
| 2391 |
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8,
|
| 2392 |
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-1,
|
| 2393 |
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-1,
|
| 2394 |
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14,
|
| 2395 |
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-1,
|
| 2396 |
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-1,
|
| 2397 |
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-1,
|
| 2398 |
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-1,
|
| 2399 |
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10,
|
| 2400 |
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-1,
|
| 2401 |
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14,
|
| 2402 |
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14,
|
| 2403 |
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15,
|
| 2404 |
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2,
|
| 2405 |
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7,
|
| 2406 |
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3,
|
| 2407 |
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-1,
|
| 2408 |
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-1,
|
| 2409 |
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-1,
|
| 2410 |
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14,
|
| 2411 |
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-1,
|
| 2412 |
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-1,
|
| 2413 |
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14,
|
| 2414 |
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-1,
|
| 2415 |
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-1,
|
| 2416 |
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-1,
|
| 2417 |
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-1,
|
| 2418 |
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-1,
|
| 2419 |
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-1,
|
| 2420 |
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3,
|
| 2421 |
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-1,
|
| 2422 |
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8,
|
| 2423 |
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-1,
|
| 2424 |
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-1,
|
| 2425 |
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-1,
|
| 2426 |
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14,
|
| 2427 |
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-1,
|
| 2428 |
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15,
|
| 2429 |
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5,
|
| 2430 |
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8,
|
| 2431 |
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-1,
|
| 2432 |
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-1,
|
| 2433 |
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12,
|
| 2434 |
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-1,
|
| 2435 |
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10,
|
| 2436 |
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11,
|
| 2437 |
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-1,
|
| 2438 |
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-1,
|
| 2439 |
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8,
|
| 2440 |
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-1,
|
| 2441 |
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3,
|
| 2442 |
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14,
|
| 2443 |
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7,
|
| 2444 |
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14,
|
| 2445 |
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8,
|
| 2446 |
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-1,
|
| 2447 |
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12,
|
| 2448 |
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13,
|
| 2449 |
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-1,
|
| 2450 |
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-1,
|
| 2451 |
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10,
|
| 2452 |
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-1,
|
| 2453 |
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-1,
|
| 2454 |
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-1,
|
| 2455 |
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3,
|
| 2456 |
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7,
|
| 2457 |
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14,
|
| 2458 |
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-1,
|
| 2459 |
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-1,
|
| 2460 |
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-1,
|
| 2461 |
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6,
|
| 2462 |
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6,
|
| 2463 |
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12,
|
| 2464 |
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-1,
|
| 2465 |
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12,
|
| 2466 |
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2,
|
| 2467 |
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-1,
|
| 2468 |
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-1,
|
| 2469 |
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-1,
|
| 2470 |
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-1,
|
| 2471 |
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-1,
|
| 2472 |
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-1,
|
| 2473 |
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-1,
|
| 2474 |
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-1,
|
| 2475 |
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5,
|
| 2476 |
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-1,
|
| 2477 |
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-1,
|
| 2478 |
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-1,
|
| 2479 |
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-1,
|
| 2480 |
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-1,
|
| 2481 |
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0,
|
| 2482 |
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-1,
|
| 2483 |
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3,
|
| 2484 |
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-1,
|
| 2485 |
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-1,
|
| 2486 |
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-1,
|
| 2487 |
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-1,
|
| 2488 |
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0,
|
| 2489 |
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9,
|
| 2490 |
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-1,
|
| 2491 |
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-1,
|
| 2492 |
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6,
|
| 2493 |
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-1,
|
| 2494 |
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0,
|
| 2495 |
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5,
|
| 2496 |
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-1,
|
| 2497 |
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5,
|
| 2498 |
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-1,
|
| 2499 |
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2,
|
| 2500 |
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2,
|
| 2501 |
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2,
|
| 2502 |
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1,
|
| 2503 |
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12,
|
| 2504 |
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-1,
|
| 2505 |
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-1,
|
| 2506 |
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-1,
|
| 2507 |
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5,
|
| 2508 |
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-1,
|
| 2509 |
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-1,
|
| 2510 |
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-1,
|
| 2511 |
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-1,
|
| 2512 |
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-1,
|
| 2513 |
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4,
|
| 2514 |
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-1,
|
| 2515 |
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11,
|
| 2516 |
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-1,
|
| 2517 |
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-1,
|
| 2518 |
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1,
|
| 2519 |
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-1,
|
| 2520 |
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5,
|
| 2521 |
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0,
|
| 2522 |
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-1,
|
| 2523 |
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-1,
|
| 2524 |
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8,
|
| 2525 |
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8,
|
| 2526 |
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14,
|
| 2527 |
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-1,
|
| 2528 |
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-1,
|
| 2529 |
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-1,
|
| 2530 |
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-1,
|
| 2531 |
+
8,
|
| 2532 |
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-1,
|
| 2533 |
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-1,
|
| 2534 |
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-1,
|
| 2535 |
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-1,
|
| 2536 |
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-1,
|
| 2537 |
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-1,
|
| 2538 |
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-1,
|
| 2539 |
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-1,
|
| 2540 |
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-1,
|
| 2541 |
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-1,
|
| 2542 |
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5,
|
| 2543 |
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-1,
|
| 2544 |
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-1,
|
| 2545 |
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-1,
|
| 2546 |
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-1,
|
| 2547 |
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-1,
|
| 2548 |
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-1,
|
| 2549 |
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-1,
|
| 2550 |
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-1,
|
| 2551 |
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12,
|
| 2552 |
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-1,
|
| 2553 |
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-1,
|
| 2554 |
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0,
|
| 2555 |
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5,
|
| 2556 |
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-1,
|
| 2557 |
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-1,
|
| 2558 |
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8,
|
| 2559 |
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8,
|
| 2560 |
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-1,
|
| 2561 |
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-1,
|
| 2562 |
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7,
|
| 2563 |
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-1,
|
| 2564 |
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-1,
|
| 2565 |
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-1,
|
| 2566 |
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-1,
|
| 2567 |
+
-1,
|
| 2568 |
+
-1,
|
| 2569 |
+
11,
|
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