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khanzaid
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en_more_news

Token Classification
spaCy
English
Eval Results
Model card Files Community
khanzaid commited on
Commit
e587c34
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1 Parent(s): 5715d7a

Update spaCy pipeline

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Files changed (16) hide show
  1. .gitattributes +2 -0
  2. README.md +56 -0
  3. config.cfg +146 -0
  4. en_more_news-any-py3-none-any.whl +3 -0
  5. meta.json +54 -0
  6. ner/cfg +13 -0
  7. ner/model +0 -0
  8. ner/moves +1 -0
  9. tokenizer +3 -0
  10. transformer/cfg +3 -0
  11. transformer/model +3 -0
  12. vocab/key2row +1 -0
  13. vocab/lookups.bin +3 -0
  14. vocab/strings.json +7010 -0
  15. vocab/vectors +0 -0
  16. vocab/vectors.cfg +3 -0
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ en_more_news-any-py3-none-any.whl filter=lfs diff=lfs merge=lfs -text
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+ transformer/model filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,56 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ tags:
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+ - spacy
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+ - token-classification
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+ language:
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+ - en
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+ model-index:
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+ - name: en_more_news
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+ results:
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+ - task:
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+ name: NER
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+ type: token-classification
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+ metrics:
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+ - name: NER Precision
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+ type: precision
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+ value: 1.0
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+ - name: NER Recall
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+ type: recall
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+ value: 1.0
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+ - name: NER F Score
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+ type: f_score
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+ value: 1.0
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+ ---
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+ | Feature | Description |
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+ | --- | --- |
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+ | **Name** | `en_more_news` |
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+ | **Version** | `0.0.0` |
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+ | **spaCy** | `>=3.6.1,<3.7.0` |
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+ | **Default Pipeline** | `transformer`, `ner` |
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+ | **Components** | `transformer`, `ner` |
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+ | **Vectors** | 0 keys, 0 unique vectors (0 dimensions) |
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+ | **Sources** | n/a |
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+ | **License** | n/a |
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+ | **Author** | [n/a]() |
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+
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+ ### Label Scheme
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+
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+ <details>
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+
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+ <summary>View label scheme (1 labels for 1 components)</summary>
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+
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+ | Component | Labels |
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+ | --- | --- |
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+ | **`ner`** | `SECTOR` |
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+
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+ </details>
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+
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+ ### Accuracy
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+
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+ | Type | Score |
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+ | --- | --- |
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+ | `ENTS_F` | 100.00 |
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+ | `ENTS_P` | 100.00 |
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+ | `ENTS_R` | 100.00 |
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+ | `TRANSFORMER_LOSS` | 4998.07 |
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+ | `NER_LOSS` | 25089.99 |
config.cfg ADDED
@@ -0,0 +1,146 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ [paths]
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+ train = "/content/training_data.spacy"
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+ dev = "/content/training_data.spacy"
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+ vectors = null
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+ init_tok2vec = null
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+
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+ [system]
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+ gpu_allocator = "pytorch"
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+ seed = 0
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+
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+ [nlp]
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+ lang = "en"
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+ pipeline = ["transformer","ner"]
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+ batch_size = 128
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+ disabled = []
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+ before_creation = null
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+ after_creation = null
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+ after_pipeline_creation = null
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+ tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
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+
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+ [components]
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+
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+ [components.ner]
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+ factory = "ner"
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+ incorrect_spans_key = null
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+ moves = null
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+ scorer = {"@scorers":"spacy.ner_scorer.v1"}
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+ update_with_oracle_cut_size = 100
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+
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+ [components.ner.model]
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+ @architectures = "spacy.TransitionBasedParser.v2"
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+ state_type = "ner"
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+ extra_state_tokens = false
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+ hidden_width = 64
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+ maxout_pieces = 2
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+ use_upper = false
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+ nO = null
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+
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+ [components.ner.model.tok2vec]
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+ @architectures = "spacy-transformers.TransformerListener.v1"
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+ grad_factor = 1.0
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+ pooling = {"@layers":"reduce_mean.v1"}
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+ upstream = "*"
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+
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+ [components.transformer]
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+ factory = "transformer"
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+ max_batch_items = 4096
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+ set_extra_annotations = {"@annotation_setters":"spacy-transformers.null_annotation_setter.v1"}
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+
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+ [components.transformer.model]
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+ @architectures = "spacy-transformers.TransformerModel.v3"
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+ name = "roberta-base"
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+ mixed_precision = false
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+
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+ [components.transformer.model.get_spans]
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+ @span_getters = "spacy-transformers.strided_spans.v1"
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+ window = 128
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+ stride = 96
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+
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+ [components.transformer.model.grad_scaler_config]
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+
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+ [components.transformer.model.tokenizer_config]
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+ use_fast = true
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+
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+ [components.transformer.model.transformer_config]
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+
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+ [corpora]
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+
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+ [corpora.dev]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.dev}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [corpora.train]
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+ @readers = "spacy.Corpus.v1"
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+ path = ${paths.train}
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+ max_length = 0
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+ gold_preproc = false
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+ limit = 0
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+ augmenter = null
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+
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+ [training]
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+ accumulate_gradient = 3
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+ dev_corpus = "corpora.dev"
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+ train_corpus = "corpora.train"
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+ seed = ${system.seed}
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+ gpu_allocator = ${system.gpu_allocator}
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+ dropout = 0.1
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+ patience = 1600
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+ max_epochs = 0
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+ max_steps = 20000
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+ eval_frequency = 200
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+ frozen_components = []
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+ annotating_components = []
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+ before_to_disk = null
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+ before_update = null
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+
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+ [training.batcher]
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+ @batchers = "spacy.batch_by_padded.v1"
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+ discard_oversize = true
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+ size = 2000
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+ buffer = 256
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+ get_length = null
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+
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+ [training.logger]
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+ @loggers = "spacy.ConsoleLogger.v1"
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+ progress_bar = false
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+
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+ [training.optimizer]
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+ @optimizers = "Adam.v1"
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+ beta1 = 0.9
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+ beta2 = 0.999
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+ L2_is_weight_decay = true
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+ L2 = 0.01
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+ grad_clip = 1.0
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+ use_averages = false
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+ eps = 0.00000001
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+
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+ [training.optimizer.learn_rate]
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+ @schedules = "warmup_linear.v1"
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+ warmup_steps = 250
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+ total_steps = 20000
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+ initial_rate = 0.00005
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+
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+ [training.score_weights]
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+ ents_f = 1.0
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+ ents_p = 0.0
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+ ents_r = 0.0
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+ ents_per_type = null
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+
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+ [pretraining]
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+
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+ [initialize]
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+ vectors = ${paths.vectors}
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+ init_tok2vec = ${paths.init_tok2vec}
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+ vocab_data = null
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+ lookups = null
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+ before_init = null
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+ after_init = null
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+
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+ [initialize.components]
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+
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+ [initialize.tokenizer]
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meta.json ADDED
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+ {
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+ "version":"0.0.0",
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+ "pipeline":[
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+ "ner"
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+ "components":[
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+ "transformer",
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+ "ner"
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+ ],
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+ "disabled":[
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+ "performance":{
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+ "ents_f":1.0,
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+ "transformer_loss":49.9807286325,
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+ "ner_loss":250.8999461961
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+ "requirements":[
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+ "spacy-transformers>=1.3.4,<1.4.0"
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+ ]
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+ }
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+ "beam_update_prob":0.0,
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+ "incorrect_spans_key":null
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919
+ "Chand",
920
+ "Check",
921
+ "Chemical",
922
+ "Chemicals",
923
+ "Chemicals(link",
924
+ "Chicago",
925
+ "Chief",
926
+ "China",
927
+ "Chinese",
928
+ "Ciaz",
929
+ "Cisco",
930
+ "City",
931
+ "Civil",
932
+ "Classification",
933
+ "Climate",
934
+ "Co",
935
+ "Co.",
936
+ "CoEs",
937
+ "Code",
938
+ "Colo",
939
+ "Colo.",
940
+ "Colorado",
941
+ "Commerce",
942
+ "Commission",
943
+ "Committee",
944
+ "Common",
945
+ "Communication",
946
+ "Communications",
947
+ "Companies",
948
+ "Company",
949
+ "Concerns",
950
+ "Conn",
951
+ "Conn.",
952
+ "Connect",
953
+ "Connecticut",
954
+ "Constant",
955
+ "Construction",
956
+ "Consulting",
957
+ "Content",
958
+ "Control",
959
+ "Convert",
960
+ "Cooperative",
961
+ "Corona",
962
+ "Coronavirus",
963
+ "Corp",
964
+ "Corp.",
965
+ "Corporate",
966
+ "Cos",
967
+ "Costs",
968
+ "Cotton",
969
+ "Could",
970
+ "Council",
971
+ "Coupled",
972
+ "Court",
973
+ "Covid",
974
+ "Coz",
975
+ "Create",
976
+ "Creating",
977
+ "Credit",
978
+ "Criteria",
979
+ "Crore",
980
+ "Crores",
981
+ "Currency",
982
+ "Current",
983
+ "Custom",
984
+ "Cuz",
985
+ "Cyient",
986
+ "C\u2019m",
987
+ "D",
988
+ "D.",
989
+ "D.C.",
990
+ "DECC",
991
+ "DMO",
992
+ "DP",
993
+ "DRDO",
994
+ "Dare",
995
+ "Data",
996
+ "Date",
997
+ "David",
998
+ "Dec",
999
+ "Dec.",
1000
+ "December",
1001
+ "Declared",
1002
+ "Decomposer",
1003
+ "Deep",
1004
+ "Del",
1005
+ "Del.",
1006
+ "Delaware",
1007
+ "Delhi",
1008
+ "Demand",
1009
+ "Department",
1010
+ "Dependencies",
1011
+ "Despite",
1012
+ "Developing",
1013
+ "Development",
1014
+ "Dhanteras",
1015
+ "Did",
1016
+ "Digging",
1017
+ "Direct",
1018
+ "Director",
1019
+ "Dissemination",
1020
+ "Dividend",
1021
+ "Do",
1022
+ "Does",
1023
+ "Doha",
1024
+ "Doin",
1025
+ "Doin'",
1026
+ "Doin\u2019",
1027
+ "Domestic",
1028
+ "Donald",
1029
+ "Donear",
1030
+ "Dr",
1031
+ "Dr.",
1032
+ "Driven",
1033
+ "Drones",
1034
+ "During",
1035
+ "E",
1036
+ "E.",
1037
+ "E.G.",
1038
+ "E.g",
1039
+ "E.g.",
1040
+ "ECC",
1041
+ "EPACK",
1042
+ "ERS",
1043
+ "ERs",
1044
+ "ETF",
1045
+ "ETFs",
1046
+ "ETHealthworld",
1047
+ "ETP",
1048
+ "EU",
1049
+ "EY",
1050
+ "Each",
1051
+ "Earth",
1052
+ "East",
1053
+ "Economic",
1054
+ "Economy",
1055
+ "Education",
1056
+ "Efforts",
1057
+ "Elon",
1058
+ "Emkay",
1059
+ "Emphasizing",
1060
+ "Energy",
1061
+ "Engineering",
1062
+ "England",
1063
+ "English",
1064
+ "Enterprise",
1065
+ "Entrup",
1066
+ "Environmentally",
1067
+ "Eon",
1068
+ "Equities",
1069
+ "Equity",
1070
+ "Especially",
1071
+ "Estate",
1072
+ "Europe",
1073
+ "European",
1074
+ "Even",
1075
+ "Excellence",
1076
+ "Excellences",
1077
+ "Excerpts",
1078
+ "Exchange",
1079
+ "Executive",
1080
+ "Executives",
1081
+ "Exhibit",
1082
+ "Exhibitions",
1083
+ "F",
1084
+ "F&O",
1085
+ "F.",
1086
+ "FAANGs",
1087
+ "FADA",
1088
+ "FBY",
1089
+ "FCI",
1090
+ "FIIs",
1091
+ "FPI",
1092
+ "FPOs",
1093
+ "FPOs?and",
1094
+ "FSI",
1095
+ "FTSE",
1096
+ "FWA",
1097
+ "FY",
1098
+ "FY22",
1099
+ "FY24",
1100
+ "FY25E",
1101
+ "Facebook",
1102
+ "Family",
1103
+ "Farm",
1104
+ "Farmers",
1105
+ "FasalBimaYojna",
1106
+ "Feb",
1107
+ "Feb.",
1108
+ "February",
1109
+ "Fertilizers",
1110
+ "Finally",
1111
+ "Finance",
1112
+ "Financial",
1113
+ "Finer",
1114
+ "First",
1115
+ "Fiserv",
1116
+ "Fitch",
1117
+ "Fixes",
1118
+ "Fla",
1119
+ "Fla.",
1120
+ "Florida",
1121
+ "For",
1122
+ "Foreign",
1123
+ "Fortnightly",
1124
+ "Forty",
1125
+ "Four",
1126
+ "Frankfurt",
1127
+ "Fraud",
1128
+ "Friday",
1129
+ "From",
1130
+ "Fronx",
1131
+ "Fund",
1132
+ "Funds",
1133
+ "Further",
1134
+ "Furthermore",
1135
+ "G",
1136
+ "GDP",
1137
+ "GEL",
1138
+ "GICS",
1139
+ "GSDP",
1140
+ "GSVA",
1141
+ "GVA",
1142
+ "GW",
1143
+ "Ga",
1144
+ "Ga.",
1145
+ "Gahlot",
1146
+ "Gartner",
1147
+ "Gautam",
1148
+ "Gen",
1149
+ "Gen.",
1150
+ "General",
1151
+ "Georgia",
1152
+ "German",
1153
+ "Germany",
1154
+ "Ghosh",
1155
+ "Given",
1156
+ "Global",
1157
+ "Goin",
1158
+ "Goin'",
1159
+ "Going",
1160
+ "Goin\u2019",
1161
+ "Gon",
1162
+ "Good",
1163
+ "Google",
1164
+ "Got",
1165
+ "Gov",
1166
+ "Gov.",
1167
+ "Government",
1168
+ "Govindarajan",
1169
+ "Goyal",
1170
+ "Grama",
1171
+ "Grand",
1172
+ "Green",
1173
+ "Gross",
1174
+ "Group",
1175
+ "Growing",
1176
+ "Growth",
1177
+ "Gro\u00dfe",
1178
+ "Gujarat",
1179
+ "H",
1180
+ "HCL",
1181
+ "HCs",
1182
+ "HVAC",
1183
+ "Had",
1184
+ "Haidar",
1185
+ "Handicrafts",
1186
+ "Handlooms",
1187
+ "Harvard",
1188
+ "Has",
1189
+ "Have",
1190
+ "Havin",
1191
+ "Havin'",
1192
+ "Havin\u2019",
1193
+ "Hazardous",
1194
+ "He",
1195
+ "He's",
1196
+ "Head",
1197
+ "Health",
1198
+ "Held",
1199
+ "Hence",
1200
+ "Here",
1201
+ "He\u2019s",
1202
+ "Hi",
1203
+ "High",
1204
+ "Highlighting",
1205
+ "Himalayas",
1206
+ "Hindalco",
1207
+ "Hiring",
1208
+ "His",
1209
+ "Hold",
1210
+ "Hong",
1211
+ "Households",
1212
+ "How",
1213
+ "How's",
1214
+ "However",
1215
+ "How\u2019s",
1216
+ "Huawei",
1217
+ "Hubs",
1218
+ "Hurun",
1219
+ "Hyperloop",
1220
+ "Hyundai",
1221
+ "I",
1222
+ "I.E.",
1223
+ "I.e",
1224
+ "I.e.",
1225
+ "IARI",
1226
+ "IBS",
1227
+ "ICAR",
1228
+ "ICAR-",
1229
+ "ICMR",
1230
+ "ICS",
1231
+ "IFP",
1232
+ "II",
1233
+ "IIOF",
1234
+ "IIs",
1235
+ "IMPS",
1236
+ "IOF",
1237
+ "IPA",
1238
+ "IPO",
1239
+ "IS",
1240
+ "ISM",
1241
+ "IST",
1242
+ "IST.Debjani",
1243
+ "IT",
1244
+ "ITI",
1245
+ "IYW",
1246
+ "Ia",
1247
+ "Ia.",
1248
+ "Id",
1249
+ "Id.",
1250
+ "Idaho",
1251
+ "If",
1252
+ "Ignis",
1253
+ "Ill",
1254
+ "Ill.",
1255
+ "Illegal",
1256
+ "Illinois",
1257
+ "Impact",
1258
+ "Implementation",
1259
+ "Important",
1260
+ "In",
1261
+ "Inc",
1262
+ "Inc.",
1263
+ "IncomeThe",
1264
+ "Increased",
1265
+ "Ind",
1266
+ "Ind.",
1267
+ "Index",
1268
+ "India",
1269
+ "Indian",
1270
+ "Indiana",
1271
+ "Indians",
1272
+ "Industrial",
1273
+ "Industries",
1274
+ "Industry",
1275
+ "Ineffective",
1276
+ "Inegi",
1277
+ "Inflection",
1278
+ "Information",
1279
+ "Infosys",
1280
+ "Infrastructure",
1281
+ "Initiative",
1282
+ "Instead",
1283
+ "Institute",
1284
+ "Institutes",
1285
+ "Institutional",
1286
+ "Institutions",
1287
+ "Integrated",
1288
+ "Intel",
1289
+ "Intelligence",
1290
+ "Inter",
1291
+ "Interim",
1292
+ "Internal",
1293
+ "International",
1294
+ "Internet",
1295
+ "Invesco",
1296
+ "Investmart",
1297
+ "Investment",
1298
+ "Investments",
1299
+ "InvestmentsThe",
1300
+ "Investors",
1301
+ "Iowa",
1302
+ "Ireland",
1303
+ "Is",
1304
+ "It",
1305
+ "It's",
1306
+ "Its",
1307
+ "It\u2019s",
1308
+ "J",
1309
+ "JSW",
1310
+ "Jan",
1311
+ "Jan.",
1312
+ "January",
1313
+ "Japan",
1314
+ "Japanese",
1315
+ "Jaspal",
1316
+ "Jefferies",
1317
+ "Jibun",
1318
+ "Jimny",
1319
+ "Jindal",
1320
+ "Jio",
1321
+ "John",
1322
+ "Joshi",
1323
+ "Jr",
1324
+ "Jr.",
1325
+ "Judge",
1326
+ "Jul",
1327
+ "Jul.",
1328
+ "July",
1329
+ "Jun",
1330
+ "Jun.",
1331
+ "June",
1332
+ "Justice",
1333
+ "Jyotiraditya",
1334
+ "K",
1335
+ "K.",
1336
+ "KCC",
1337
+ "KISAN",
1338
+ "KSY",
1339
+ "KVKs",
1340
+ "KYC",
1341
+ "Kailash",
1342
+ "Kalaignar",
1343
+ "Kan",
1344
+ "Kan.",
1345
+ "Kans",
1346
+ "Kans.",
1347
+ "Kansas",
1348
+ "Kapil",
1349
+ "Kapoor",
1350
+ "Karnataka",
1351
+ "Kazakhstan",
1352
+ "Keltbray",
1353
+ "Kentucky",
1354
+ "Kerala",
1355
+ "Khadi",
1356
+ "Kharif",
1357
+ "Kisan",
1358
+ "Known",
1359
+ "Korea",
1360
+ "Krishi",
1361
+ "KrishiVigyanKendras",
1362
+ "Kumaralingapuram",
1363
+ "Kunnu",
1364
+ "Kurian",
1365
+ "Kuthambakkam",
1366
+ "Kuwait",
1367
+ "Kuwiati",
1368
+ "Ky",
1369
+ "Ky.",
1370
+ "L",
1371
+ "LSA",
1372
+ "La",
1373
+ "La.",
1374
+ "Last",
1375
+ "Launched",
1376
+ "Law",
1377
+ "Learning",
1378
+ "Let",
1379
+ "Let's",
1380
+ "Let\u2019s",
1381
+ "Levene",
1382
+ "Library",
1383
+ "Limited",
1384
+ "Littmann",
1385
+ "Local",
1386
+ "Lok",
1387
+ "Longhouse",
1388
+ "Looking",
1389
+ "Los",
1390
+ "Loss",
1391
+ "Louisiana",
1392
+ "Lovin",
1393
+ "Lovin'",
1394
+ "Lovin\u2019",
1395
+ "Ltd",
1396
+ "Ltd.",
1397
+ "Ludwigshafen",
1398
+ "M",
1399
+ "M&A",
1400
+ "M&E",
1401
+ "MD",
1402
+ "MIT",
1403
+ "MITRA",
1404
+ "MK",
1405
+ "MMF",
1406
+ "MOS",
1407
+ "MOs",
1408
+ "MPS",
1409
+ "MSCI",
1410
+ "MSP",
1411
+ "MSPs",
1412
+ "Ma'am",
1413
+ "Machinery",
1414
+ "Madhya",
1415
+ "Madurai",
1416
+ "Maharashtra",
1417
+ "Maharatna",
1418
+ "Mahindra",
1419
+ "Make",
1420
+ "Malappuram",
1421
+ "Malone",
1422
+ "Management",
1423
+ "Manager",
1424
+ "Managers",
1425
+ "Mandaviya",
1426
+ "Mann",
1427
+ "Mansukh",
1428
+ "Mantri",
1429
+ "Manufacturing",
1430
+ "Many",
1431
+ "Mar",
1432
+ "Mar.",
1433
+ "March",
1434
+ "Market",
1435
+ "Marketing",
1436
+ "Marriott",
1437
+ "Maruti",
1438
+ "Mass",
1439
+ "Mass.",
1440
+ "Massachusetts",
1441
+ "Master",
1442
+ "Mastercard",
1443
+ "Matthew",
1444
+ "May",
1445
+ "Ma\u2019am",
1446
+ "McKinsey",
1447
+ "Md",
1448
+ "Md.",
1449
+ "Meanwhile",
1450
+ "Medical",
1451
+ "Medium",
1452
+ "Meena",
1453
+ "Meeting",
1454
+ "Mega",
1455
+ "Megh",
1456
+ "Messrs",
1457
+ "Messrs.",
1458
+ "Meta",
1459
+ "Metal",
1460
+ "Metals",
1461
+ "Mexico",
1462
+ "Mich",
1463
+ "Mich.",
1464
+ "Michigan",
1465
+ "Microsoft",
1466
+ "Might",
1467
+ "Mills",
1468
+ "Minimum",
1469
+ "Mining",
1470
+ "Minister",
1471
+ "Ministerial",
1472
+ "Ministry",
1473
+ "Minn",
1474
+ "Minn.",
1475
+ "Minnesota",
1476
+ "Mishra",
1477
+ "Miss",
1478
+ "Miss.",
1479
+ "Mississippi",
1480
+ "Mizoram",
1481
+ "Mo",
1482
+ "Mo.",
1483
+ "MoSPI",
1484
+ "MoU",
1485
+ "Model(link",
1486
+ "Modi",
1487
+ "Mohammed",
1488
+ "Mohan",
1489
+ "Monday",
1490
+ "Moneycontrol",
1491
+ "Mont",
1492
+ "Mont.",
1493
+ "Morales",
1494
+ "Moreover",
1495
+ "Morningstar",
1496
+ "Moscow",
1497
+ "Motors",
1498
+ "Mount",
1499
+ "Moya",
1500
+ "Mr",
1501
+ "Mr.",
1502
+ "Mrs",
1503
+ "Mrs.",
1504
+ "Ms",
1505
+ "Ms.",
1506
+ "Mshaimesh",
1507
+ "Mt",
1508
+ "Mt.",
1509
+ "Mudon",
1510
+ "Mumbai",
1511
+ "Murdoch",
1512
+ "Murugappa",
1513
+ "Musk",
1514
+ "Must",
1515
+ "N",
1516
+ "N.C.",
1517
+ "N.D.",
1518
+ "N.H.",
1519
+ "N.J.",
1520
+ "N.M.",
1521
+ "N.Y.",
1522
+ "NGs",
1523
+ "NI",
1524
+ "NIPER",
1525
+ "NIPERs",
1526
+ "NITI",
1527
+ "NSDL",
1528
+ "NSE",
1529
+ "NSO",
1530
+ "NSSO",
1531
+ "Nadu",
1532
+ "Nahar",
1533
+ "Nanda",
1534
+ "Narendra",
1535
+ "Nasdaq",
1536
+ "Nasscom",
1537
+ "National",
1538
+ "Navigating",
1539
+ "Navratri",
1540
+ "Neb",
1541
+ "Neb.",
1542
+ "Nebr",
1543
+ "Nebr.",
1544
+ "Nebraska",
1545
+ "Need",
1546
+ "Neelkanth",
1547
+ "Nellithada",
1548
+ "Netflix",
1549
+ "Network",
1550
+ "Nev",
1551
+ "Nev.",
1552
+ "Nevada",
1553
+ "New",
1554
+ "New Hampshire",
1555
+ "New Jersey",
1556
+ "New Mexico",
1557
+ "New York",
1558
+ "Newhouse",
1559
+ "Nexa",
1560
+ "NielsenIQ",
1561
+ "Nieves",
1562
+ "Nifty",
1563
+ "Nigeria",
1564
+ "Nikhil",
1565
+ "Nirbhar",
1566
+ "Nirmala",
1567
+ "Nitin",
1568
+ "Nomura",
1569
+ "None",
1570
+ "North Carolina",
1571
+ "North Dakota",
1572
+ "Northern",
1573
+ "Not",
1574
+ "Notably",
1575
+ "Nothin",
1576
+ "Nothin'",
1577
+ "Nothin\u2019",
1578
+ "Nov",
1579
+ "Nov.",
1580
+ "November",
1581
+ "Now",
1582
+ "Nuthin",
1583
+ "Nuthin'",
1584
+ "Nuthin\u2019",
1585
+ "Nvidia",
1586
+ "O",
1587
+ "O'clock",
1588
+ "O.O",
1589
+ "O.o",
1590
+ "OCE",
1591
+ "OCS",
1592
+ "OPEC",
1593
+ "O_O",
1594
+ "O_o",
1595
+ "Obesity",
1596
+ "Observatory",
1597
+ "Oct",
1598
+ "Oct.",
1599
+ "October",
1600
+ "Of",
1601
+ "Office",
1602
+ "Officer",
1603
+ "Officers",
1604
+ "Okla",
1605
+ "Okla.",
1606
+ "Oklahoma",
1607
+ "Ol",
1608
+ "Ol'",
1609
+ "Ol\u2019",
1610
+ "On",
1611
+ "One",
1612
+ "Only",
1613
+ "Operational",
1614
+ "Opportunity",
1615
+ "Ore",
1616
+ "Ore.",
1617
+ "Oregon",
1618
+ "Organizations",
1619
+ "Ought",
1620
+ "Our",
1621
+ "Outlook",
1622
+ "Outlooks",
1623
+ "Outstanding",
1624
+ "Over",
1625
+ "Overall",
1626
+ "O\u2019clock",
1627
+ "P",
1628
+ "PDR",
1629
+ "PEC",
1630
+ "PER",
1631
+ "PIs",
1632
+ "PM",
1633
+ "PM2.5",
1634
+ "PMFBY",
1635
+ "PMI",
1636
+ "PMKSY",
1637
+ "PMS",
1638
+ "PMV",
1639
+ "POs",
1640
+ "PRA",
1641
+ "PSU",
1642
+ "PSUs",
1643
+ "PTI",
1644
+ "Pa",
1645
+ "Pa.",
1646
+ "Pakistan",
1647
+ "Pal",
1648
+ "Palanivel",
1649
+ "Panaji",
1650
+ "Panchayat",
1651
+ "Pantomath",
1652
+ "Parks",
1653
+ "Parliament",
1654
+ "Parviz",
1655
+ "Pathway",
1656
+ "Pathway(link",
1657
+ "Patna",
1658
+ "PayChex",
1659
+ "PayPal",
1660
+ "Payment",
1661
+ "Pennsylvania",
1662
+ "PepsiCo",
1663
+ "Petrochemicals",
1664
+ "Ph",
1665
+ "Ph.D.",
1666
+ "Pharma",
1667
+ "Pharmaceutical",
1668
+ "Pharmacy",
1669
+ "Pinterest",
1670
+ "Piyush",
1671
+ "Planet",
1672
+ "Pointing",
1673
+ "Policies",
1674
+ "Portfolio",
1675
+ "Positive",
1676
+ "Power",
1677
+ "Pradesh",
1678
+ "Pradhan",
1679
+ "Prefab",
1680
+ "Presence",
1681
+ "President",
1682
+ "Price",
1683
+ "Primary",
1684
+ "Prime",
1685
+ "Private",
1686
+ "Processing",
1687
+ "Producers",
1688
+ "Product",
1689
+ "Production",
1690
+ "Prof",
1691
+ "Prof.",
1692
+ "Programmatic",
1693
+ "Programme",
1694
+ "Project",
1695
+ "Prudential",
1696
+ "Public",
1697
+ "Punjab",
1698
+ "Purchasing",
1699
+ "Pusa",
1700
+ "Q",
1701
+ "Q2",
1702
+ "Q3FY24",
1703
+ "QQQ",
1704
+ "Qatar",
1705
+ "R",
1706
+ "R&D",
1707
+ "R&D.",
1708
+ "RDO",
1709
+ "ROCE",
1710
+ "ROOT",
1711
+ "ROs",
1712
+ "RSMW",
1713
+ "RSWM",
1714
+ "RTOs",
1715
+ "Rabi",
1716
+ "Rajan",
1717
+ "Ramadan",
1718
+ "Ramesh",
1719
+ "Rating",
1720
+ "Ratings",
1721
+ "Re",
1722
+ "Read",
1723
+ "Real",
1724
+ "Receivables",
1725
+ "Recent",
1726
+ "Recently",
1727
+ "Record",
1728
+ "Red",
1729
+ "ReelStar",
1730
+ "Region",
1731
+ "Regions",
1732
+ "Regulation",
1733
+ "Relations",
1734
+ "Reliance",
1735
+ "Renewable",
1736
+ "Renowned",
1737
+ "Rep",
1738
+ "Rep.",
1739
+ "Reported",
1740
+ "Rescuers",
1741
+ "Research",
1742
+ "Resilience",
1743
+ "Responsible",
1744
+ "Reuters",
1745
+ "Rev",
1746
+ "Rev.",
1747
+ "Revenue",
1748
+ "Revolution",
1749
+ "Rhetan",
1750
+ "Richard",
1751
+ "Risk",
1752
+ "Rooted",
1753
+ "Rs",
1754
+ "Rs.10218",
1755
+ "Rs.3000",
1756
+ "Rs.5.00",
1757
+ "Rs.6000",
1758
+ "Rs.6426",
1759
+ "Rupert",
1760
+ "Rural",
1761
+ "Russell",
1762
+ "Russia",
1763
+ "Russian",
1764
+ "S",
1765
+ "S&P",
1766
+ "S.C.",
1767
+ "SAIL",
1768
+ "SAN",
1769
+ "SAS",
1770
+ "SAUs",
1771
+ "SBI",
1772
+ "SCI",
1773
+ "SDL",
1774
+ "SDP",
1775
+ "SECTOR",
1776
+ "SHA",
1777
+ "SIM",
1778
+ "SMW",
1779
+ "SPDR",
1780
+ "SPI",
1781
+ "SPs",
1782
+ "SSO",
1783
+ "SUVs",
1784
+ "SUs",
1785
+ "SVA",
1786
+ "SVB",
1787
+ "SWM",
1788
+ "Sabha",
1789
+ "Saharanpur",
1790
+ "Salem",
1791
+ "Sales",
1792
+ "Salesforce",
1793
+ "Sanjay",
1794
+ "Santhapettai",
1795
+ "Santosh",
1796
+ "Saravanan",
1797
+ "Sarees",
1798
+ "Schedule",
1799
+ "School",
1800
+ "Scientific",
1801
+ "Scindia",
1802
+ "Secretary",
1803
+ "Sector",
1804
+ "Securities",
1805
+ "Select",
1806
+ "Selling",
1807
+ "Sellschop",
1808
+ "Sen",
1809
+ "Sen.",
1810
+ "Senior",
1811
+ "Sep",
1812
+ "Sep.",
1813
+ "Separate",
1814
+ "Sept",
1815
+ "Sept.",
1816
+ "September",
1817
+ "Service",
1818
+ "Services",
1819
+ "Several",
1820
+ "Sha",
1821
+ "Shah",
1822
+ "Shahbazov",
1823
+ "Shares",
1824
+ "Shashank",
1825
+ "She",
1826
+ "She's",
1827
+ "Sheikh",
1828
+ "Sheng",
1829
+ "She\u2019s",
1830
+ "Shifting",
1831
+ "Shortages",
1832
+ "Should",
1833
+ "Silicon",
1834
+ "Similarly",
1835
+ "Since",
1836
+ "Sinchai",
1837
+ "Singh",
1838
+ "Single",
1839
+ "Sitharaman",
1840
+ "Situation",
1841
+ "Situations",
1842
+ "Sizable",
1843
+ "Small",
1844
+ "Smart",
1845
+ "Snap",
1846
+ "So",
1847
+ "Society",
1848
+ "Some",
1849
+ "Somethin",
1850
+ "Somethin'",
1851
+ "Somethin\u2019",
1852
+ "South Carolina",
1853
+ "Speaking",
1854
+ "Specifically",
1855
+ "Spinners",
1856
+ "Spinning",
1857
+ "Srivastava",
1858
+ "St",
1859
+ "St.",
1860
+ "Stalin",
1861
+ "Standards",
1862
+ "Start",
1863
+ "Starting",
1864
+ "State",
1865
+ "StateBihar",
1866
+ "States",
1867
+ "Statistical",
1868
+ "Statistics",
1869
+ "Status",
1870
+ "Steel",
1871
+ "Stepping",
1872
+ "Stock",
1873
+ "Street",
1874
+ "Strengthen",
1875
+ "Strong",
1876
+ "Stubble",
1877
+ "Students",
1878
+ "Such",
1879
+ "Suisse",
1880
+ "Summit",
1881
+ "Suppliers",
1882
+ "Supply",
1883
+ "Support",
1884
+ "Survey",
1885
+ "Suzuki",
1886
+ "Swastika",
1887
+ "System",
1888
+ "Systems",
1889
+ "T",
1890
+ "TCS",
1891
+ "TFs",
1892
+ "TII",
1893
+ "TMT",
1894
+ "TOR",
1895
+ "TOs",
1896
+ "TRA",
1897
+ "TSE",
1898
+ "TSR",
1899
+ "Talking",
1900
+ "Tamil",
1901
+ "Tantalum",
1902
+ "Tata",
1903
+ "Tech",
1904
+ "Technical",
1905
+ "Technologies",
1906
+ "Technology",
1907
+ "Telangana",
1908
+ "Telecom",
1909
+ "TelecomTalk",
1910
+ "Telecommunications",
1911
+ "Telegraph",
1912
+ "Tenn",
1913
+ "Tenn.",
1914
+ "Tennessee",
1915
+ "Testing",
1916
+ "Tex",
1917
+ "Textile",
1918
+ "Textiles",
1919
+ "Thailand",
1920
+ "Thakur",
1921
+ "Thani",
1922
+ "That",
1923
+ "That's",
1924
+ "That\u2019s",
1925
+ "The",
1926
+ "Their",
1927
+ "There",
1928
+ "There's",
1929
+ "Therefore",
1930
+ "There\u2019s",
1931
+ "These",
1932
+ "They",
1933
+ "Thiaga",
1934
+ "Thirugnanam",
1935
+ "Thirumazhisai",
1936
+ "This",
1937
+ "This's",
1938
+ "This\u2019s",
1939
+ "Thomas",
1940
+ "Thomson",
1941
+ "Those",
1942
+ "Thursday",
1943
+ "Thus",
1944
+ "Tiruvallur",
1945
+ "To",
1946
+ "Today",
1947
+ "Tomar",
1948
+ "Total",
1949
+ "Tottolo",
1950
+ "Towards",
1951
+ "Tower",
1952
+ "Traditional",
1953
+ "Training",
1954
+ "Transforming",
1955
+ "Transition",
1956
+ "Tridens",
1957
+ "Trusts",
1958
+ "Tube",
1959
+ "Tuesday",
1960
+ "Turkey",
1961
+ "Twitter",
1962
+ "Typically",
1963
+ "U",
1964
+ "U.S.",
1965
+ "UAE",
1966
+ "UCO",
1967
+ "UK",
1968
+ "URU",
1969
+ "US",
1970
+ "US$",
1971
+ "USA",
1972
+ "USD",
1973
+ "UVs",
1974
+ "Ukraine",
1975
+ "Ultimately",
1976
+ "Under",
1977
+ "Undertakings",
1978
+ "Union",
1979
+ "United",
1980
+ "Universities",
1981
+ "Until",
1982
+ "Upcoming",
1983
+ "Ups",
1984
+ "Usamah",
1985
+ "Uttar",
1986
+ "Uzbekistan",
1987
+ "V",
1988
+ "V.V",
1989
+ "VAC",
1990
+ "VCI",
1991
+ "VGT",
1992
+ "VIVALDIPablo",
1993
+ "VKs",
1994
+ "V_V",
1995
+ "Va",
1996
+ "Va.",
1997
+ "Valley",
1998
+ "Value",
1999
+ "Vanguard",
2000
+ "Vardhman",
2001
+ "Variety",
2002
+ "Vedanta",
2003
+ "Vice",
2004
+ "Villagers",
2005
+ "Virginia",
2006
+ "Virudhunagar",
2007
+ "Visa",
2008
+ "Vitara",
2009
+ "Vivek",
2010
+ "W",
2011
+ "Walgreens",
2012
+ "Warren",
2013
+ "Was",
2014
+ "Wash",
2015
+ "Wash.",
2016
+ "Washington",
2017
+ "We",
2018
+ "Web2",
2019
+ "Web3",
2020
+ "Wednesday",
2021
+ "Welfare",
2022
+ "Were",
2023
+ "West",
2024
+ "Western",
2025
+ "What",
2026
+ "What's",
2027
+ "Whatever",
2028
+ "What\u2019s",
2029
+ "When",
2030
+ "When's",
2031
+ "When\u2019s",
2032
+ "Where",
2033
+ "Where's",
2034
+ "Whereas",
2035
+ "Where\u2019s",
2036
+ "While",
2037
+ "Who",
2038
+ "Who's",
2039
+ "Who\u2019s",
2040
+ "Why",
2041
+ "Why's",
2042
+ "Why\u2019s",
2043
+ "Wipro",
2044
+ "Wis",
2045
+ "Wis.",
2046
+ "Wisconsin",
2047
+ "With",
2048
+ "Within",
2049
+ "Wo",
2050
+ "Wolfgang",
2051
+ "World",
2052
+ "Would",
2053
+ "X&X",
2054
+ "X&X.",
2055
+ "X'x",
2056
+ "X'xxxx",
2057
+ "X++",
2058
+ "X.",
2059
+ "X.X",
2060
+ "X.X.",
2061
+ "X.x",
2062
+ "X.x.",
2063
+ "XD",
2064
+ "XDD",
2065
+ "XL6",
2066
+ "XLK",
2067
+ "XX",
2068
+ "XX$",
2069
+ "XXX",
2070
+ "XXX.Xxxxx",
2071
+ "XXXX",
2072
+ "XXXX-",
2073
+ "XXXX-dd",
2074
+ "XXXXdXXXX",
2075
+ "XXXXx",
2076
+ "XXXXxxxx",
2077
+ "XXXx",
2078
+ "XXXx?xxx",
2079
+ "XXXxxxx",
2080
+ "XXd",
2081
+ "XXd.d",
2082
+ "XXdXXXX",
2083
+ "XXdd",
2084
+ "XXddX",
2085
+ "X_X",
2086
+ "X_x",
2087
+ "Xd",
2088
+ "XdXXdd",
2089
+ "Xx",
2090
+ "Xx'",
2091
+ "Xx'x",
2092
+ "Xx'xx",
2093
+ "Xx.",
2094
+ "Xx.X.",
2095
+ "Xx.d.dd",
2096
+ "Xx.dddd",
2097
+ "XxX",
2098
+ "XxXXX",
2099
+ "XxXx",
2100
+ "XxXxxxx",
2101
+ "Xxx",
2102
+ "Xxx'x",
2103
+ "Xxx.",
2104
+ "XxxX",
2105
+ "XxxXxx",
2106
+ "XxxXxxx",
2107
+ "XxxXxxxx",
2108
+ "Xxxd",
2109
+ "Xxxx",
2110
+ "Xxxx'",
2111
+ "Xxxx'x",
2112
+ "Xxxx.",
2113
+ "XxxxXxxx",
2114
+ "Xxxxx",
2115
+ "Xxxxx'",
2116
+ "Xxxxx'x",
2117
+ "Xxxxx(xxxx",
2118
+ "Xxxxx.",
2119
+ "XxxxxXX",
2120
+ "XxxxxXx",
2121
+ "XxxxxXxx",
2122
+ "XxxxxXxxx",
2123
+ "XxxxxXxxxXxxxx",
2124
+ "XxxxxXxxxx",
2125
+ "XxxxxXxxxxXxxxx",
2126
+ "Xxxxx\u2019",
2127
+ "Xxxxx\u2019x",
2128
+ "Xxxx\u2019",
2129
+ "Xxxx\u2019x",
2130
+ "Xxx\u2019x",
2131
+ "Xx\u2019",
2132
+ "Xx\u2019x",
2133
+ "Xx\u2019xx",
2134
+ "X\u2019x",
2135
+ "X\u2019xxxx",
2136
+ "Y",
2137
+ "Y22",
2138
+ "Y24",
2139
+ "YTD",
2140
+ "Yet",
2141
+ "Yogi",
2142
+ "Yojana",
2143
+ "You",
2144
+ "Z",
2145
+ "Zakir",
2146
+ "Zoramthanga",
2147
+ "[",
2148
+ "[-:",
2149
+ "[:",
2150
+ "[=",
2151
+ "\\",
2152
+ "\\\")",
2153
+ "\\n",
2154
+ "\\t",
2155
+ "\\x",
2156
+ "]",
2157
+ "]=",
2158
+ "^",
2159
+ "^_^",
2160
+ "^__^",
2161
+ "^___^",
2162
+ "_*)",
2163
+ "_-)",
2164
+ "_.)",
2165
+ "_<)",
2166
+ "_^)",
2167
+ "__-",
2168
+ "__^",
2169
+ "_\u00ac)",
2170
+ "_\u0ca0)",
2171
+ "`",
2172
+ "a",
2173
+ "a.",
2174
+ "a.m",
2175
+ "a.m.",
2176
+ "aasha",
2177
+ "aayog",
2178
+ "abate",
2179
+ "abb",
2180
+ "abdulrahman",
2181
+ "abi",
2182
+ "ability",
2183
+ "able",
2184
+ "about",
2185
+ "above",
2186
+ "absence",
2187
+ "accelerate",
2188
+ "accelerated",
2189
+ "accelerating",
2190
+ "accenture",
2191
+ "acceptance",
2192
+ "access",
2193
+ "accessible",
2194
+ "accolades",
2195
+ "according",
2196
+ "account",
2197
+ "accounted",
2198
+ "accumulating",
2199
+ "accurate",
2200
+ "ace",
2201
+ "ach",
2202
+ "achieve",
2203
+ "achieved",
2204
+ "achieving",
2205
+ "aci",
2206
+ "acid",
2207
+ "ack",
2208
+ "acknowledge",
2209
+ "acquired",
2210
+ "acquirers",
2211
+ "acquiring",
2212
+ "acquisition",
2213
+ "acres",
2214
+ "acronyms",
2215
+ "across",
2216
+ "act",
2217
+ "acting",
2218
+ "action",
2219
+ "actions",
2220
+ "active",
2221
+ "activities",
2222
+ "activity",
2223
+ "acts",
2224
+ "actual",
2225
+ "actually",
2226
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2227
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2228
+ "adani",
2229
+ "adapt",
2230
+ "adaptability",
2231
+ "adaptation",
2232
+ "add",
2233
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2234
+ "adding",
2235
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2236
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2237
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2238
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2239
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2240
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2241
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2242
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2243
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2244
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2245
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2246
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2247
+ "adjacency",
2248
+ "adjusted",
2249
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2250
+ "adm.",
2251
+ "adopt",
2252
+ "adopted",
2253
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2254
+ "adoption",
2255
+ "adoptionSpeaking",
2256
+ "adoptionspeaking",
2257
+ "ads",
2258
+ "adu",
2259
+ "adult",
2260
+ "advance",
2261
+ "advanced",
2262
+ "advancements",
2263
+ "advances",
2264
+ "adverse",
2265
+ "adversely",
2266
+ "adversity",
2267
+ "advised",
2268
+ "advisors",
2269
+ "advisory",
2270
+ "ady",
2271
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2272
+ "aff",
2273
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2274
+ "affected",
2275
+ "afford",
2276
+ "affordable",
2277
+ "aft",
2278
+ "after",
2279
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2280
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2281
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2282
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2283
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2284
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2285
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2286
+ "agency",
2287
+ "agenda",
2288
+ "aggregate",
2289
+ "aggressive",
2290
+ "agnostic",
2291
+ "ago",
2292
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2293
+ "agri",
2294
+ "agricultural",
2295
+ "agriculture",
2296
+ "agrochemicals",
2297
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2298
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2299
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2300
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2301
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2302
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2303
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2304
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2305
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2306
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2307
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2308
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2310
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2311
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2312
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2313
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2314
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2315
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2316
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2317
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2318
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2319
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2321
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2322
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2323
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2324
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2325
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2326
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2327
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2328
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2330
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2331
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2333
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2334
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2335
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2336
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2340
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2341
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2347
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2348
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2349
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2350
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2351
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2352
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2353
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2354
+ "ambika",
2355
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2356
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2357
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2358
+ "america",
2359
+ "american",
2360
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2361
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2362
+ "americredit",
2363
+ "amid",
2364
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2365
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2366
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2367
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2368
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2369
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2370
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2371
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2372
+ "anaemia",
2373
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2374
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2375
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2376
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2377
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2378
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2379
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2380
+ "anemia",
2381
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2382
+ "angeles",
2383
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2384
+ "animals",
2385
+ "ank",
2386
+ "ann",
2387
+ "anna",
2388
+ "anniversarization",
2389
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2390
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2391
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2392
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2393
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2394
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2395
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2396
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2397
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2398
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2399
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2400
+ "anticipate",
2401
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2402
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2403
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2404
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2405
+ "api",
2406
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2407
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2408
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2409
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2410
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2411
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2412
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2413
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2414
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2415
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2416
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2417
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2418
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2419
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2420
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2421
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2422
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2423
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2424
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2425
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2426
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2427
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2428
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2429
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2430
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2431
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2432
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2433
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2434
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2435
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2436
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2437
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2438
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2439
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2440
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2441
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2442
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2443
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2444
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2445
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2446
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2447
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2448
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2449
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2450
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2451
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2452
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2453
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2454
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2455
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2456
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2457
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2458
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2459
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2460
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2461
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2462
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2463
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2464
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2465
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2466
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2467
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2468
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2469
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2470
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2471
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2472
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2473
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2474
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2475
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2476
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2477
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2478
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2479
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2480
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2481
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2482
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2483
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2484
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2485
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2486
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2487
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2488
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2489
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2490
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2491
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2492
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2493
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2494
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2495
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2496
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2497
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2498
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2499
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2500
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2501
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2502
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2503
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2504
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2505
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2506
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2507
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2508
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2509
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2510
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2511
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2512
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2513
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2514
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2515
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2516
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2517
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2518
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2519
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2520
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2521
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2522
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2523
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2524
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2525
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2526
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2527
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2528
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2529
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2530
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2531
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2532
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2533
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2534
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2535
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2536
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2537
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2538
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2539
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2540
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2541
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2542
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2543
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2544
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2545
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2546
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2547
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2548
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2549
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2550
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2551
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2552
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2553
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2554
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2555
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2556
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2557
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2558
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2559
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2560
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2561
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2562
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2563
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2564
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2565
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2566
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2567
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2568
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2569
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2570
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2571
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2572
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2573
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2574
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2575
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2576
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2577
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2578
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2579
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2580
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2581
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2582
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2583
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2584
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2585
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2586
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2587
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2588
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2589
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2590
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2591
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2592
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2593
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2594
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2595
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2596
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2597
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2598
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2599
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2600
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2601
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2602
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2603
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2604
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2605
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2606
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2607
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2608
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2609
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2610
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2611
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2612
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2613
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2614
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2615
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2616
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2617
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2618
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2619
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2620
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2621
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2622
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2623
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2624
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2625
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2626
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2627
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2628
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2629
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2630
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2631
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2632
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2633
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2634
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2635
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2636
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2637
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2638
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2639
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2640
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2641
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2642
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2643
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2644
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2645
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2646
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2647
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2648
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2649
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2650
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2651
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2652
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2653
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2654
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2655
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2656
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2657
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2658
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2659
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2660
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2661
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2662
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2663
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2664
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2665
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2666
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2667
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2668
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2669
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2670
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2671
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2672
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2673
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2674
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2675
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2676
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2677
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2678
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2679
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2680
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2681
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2682
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2683
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2684
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2685
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2686
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2687
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2688
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2689
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2690
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2691
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2692
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2693
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2694
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2695
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2696
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2697
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2698
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2699
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2700
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2701
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2702
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2703
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2704
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2705
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2706
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2707
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2708
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2709
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2710
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2711
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2712
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2713
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2714
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2715
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2716
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2717
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2718
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2719
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2720
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2721
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2722
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2723
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2724
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2725
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2726
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2727
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2728
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2729
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2730
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2731
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2732
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2733
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2734
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2735
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2736
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2737
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2738
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2739
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2740
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2741
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2742
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2743
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2744
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2745
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2746
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2747
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2748
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2749
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2750
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2751
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2752
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2753
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2754
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2755
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2756
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2757
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2758
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2759
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2760
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2761
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2762
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2763
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2764
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2765
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2766
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2767
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2768
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2769
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2770
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2771
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2772
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2773
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2774
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2775
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2776
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2777
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2778
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2779
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2780
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2781
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2782
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2783
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2784
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2785
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2786
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2787
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2788
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2789
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2790
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2791
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2792
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2793
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2794
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2795
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2796
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2797
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2798
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2799
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2800
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2801
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2802
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2803
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2804
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2805
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2806
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2807
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2808
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2809
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2810
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2811
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2812
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2813
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2814
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2815
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2816
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2817
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2818
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2819
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2820
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2821
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2822
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2823
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2824
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2825
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2826
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2827
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2828
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2829
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2831
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2832
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2833
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2834
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2835
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2836
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2837
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2838
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2839
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2840
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2841
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2842
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2843
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2844
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2845
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2846
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2847
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2848
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2849
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2850
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2851
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2852
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2853
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2854
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2855
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2856
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2857
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2858
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2859
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2860
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2861
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2862
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2863
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2864
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2865
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2866
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2867
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2868
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2869
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2870
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2872
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2875
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2881
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2882
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2883
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2884
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2885
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2886
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2891
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2892
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2893
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2894
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2895
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2901
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2902
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2915
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2916
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2921
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2922
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2923
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2924
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2925
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2928
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2930
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2931
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2932
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2933
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2940
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2941
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2942
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2943
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2944
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2945
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2954
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2955
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2956
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2958
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2963
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2970
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2971
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2972
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2973
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2974
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2979
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2980
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2981
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2982
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2990
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2991
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2993
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2996
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2997
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2999
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3000
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3001
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3020
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3021
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3022
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3023
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3024
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3026
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3027
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3028
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3030
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3035
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3036
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3038
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3042
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3043
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3044
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3045
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3046
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3047
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3049
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3050
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3051
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3052
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3053
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3058
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3059
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3060
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3061
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3062
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3063
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3064
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3066
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3067
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3068
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3069
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3070
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3071
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3072
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3073
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3074
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3075
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3076
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3077
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3078
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3079
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3080
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3081
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3082
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3083
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3084
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3090
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3091
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3092
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3110
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3111
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3112
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3113
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3114
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3115
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3116
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3118
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3119
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3120
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3121
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3124
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3136
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3137
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3141
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3143
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3145
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3148
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3149
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3153
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3154
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3155
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3156
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3157
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3158
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3159
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3161
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3162
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3163
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3164
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3165
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3166
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3167
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3168
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3169
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3170
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3171
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3172
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3173
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3201
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3325
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3332
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3334
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3361
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+ "gradually",
3936
+ "graduates",
3937
+ "grama",
3938
+ "grand",
3939
+ "grant",
3940
+ "granted",
3941
+ "grants",
3942
+ "graphene",
3943
+ "gray",
3944
+ "great",
3945
+ "greater",
3946
+ "greatest",
3947
+ "green",
3948
+ "grew",
3949
+ "grey",
3950
+ "gri",
3951
+ "gross",
3952
+ "ground",
3953
+ "group",
3954
+ "grow",
3955
+ "growing",
3956
+ "grown",
3957
+ "growth",
3958
+ "gro\u00dfe",
3959
+ "gry",
3960
+ "gsdp",
3961
+ "gst",
3962
+ "gsva",
3963
+ "gth",
3964
+ "gue",
3965
+ "guidelines",
3966
+ "gujarat",
3967
+ "gun",
3968
+ "gva",
3969
+ "gw",
3970
+ "h",
3971
+ "h.",
3972
+ "ha",
3973
+ "had",
3974
+ "hah",
3975
+ "hai",
3976
+ "haidar",
3977
+ "half",
3978
+ "hampering",
3979
+ "han",
3980
+ "hand",
3981
+ "handful",
3982
+ "handicrafts",
3983
+ "handloom",
3984
+ "handlooms",
3985
+ "hands",
3986
+ "happen",
3987
+ "happened",
3988
+ "happening",
3989
+ "har",
3990
+ "hard",
3991
+ "harder",
3992
+ "hardware",
3993
+ "harvard",
3994
+ "harvested",
3995
+ "has",
3996
+ "hat",
3997
+ "have",
3998
+ "havin",
3999
+ "havin'",
4000
+ "having",
4001
+ "havin\u2019",
4002
+ "hazard",
4003
+ "hazardous",
4004
+ "hcl",
4005
+ "hcs",
4006
+ "he",
4007
+ "he's",
4008
+ "head",
4009
+ "headed",
4010
+ "headline",
4011
+ "headmaster",
4012
+ "headroom",
4013
+ "headwinds",
4014
+ "health",
4015
+ "healthcare",
4016
+ "heat",
4017
+ "heating",
4018
+ "heavily",
4019
+ "heavy",
4020
+ "hectare",
4021
+ "hectares",
4022
+ "hed",
4023
+ "hefty",
4024
+ "height",
4025
+ "heightened",
4026
+ "held",
4027
+ "help",
4028
+ "helped",
4029
+ "hem",
4030
+ "hen",
4031
+ "hence",
4032
+ "her",
4033
+ "here",
4034
+ "heritage",
4035
+ "hero",
4036
+ "hes",
4037
+ "hew",
4038
+ "hex",
4039
+ "hey",
4040
+ "he\u2019s",
4041
+ "hi",
4042
+ "high",
4043
+ "higher",
4044
+ "highest",
4045
+ "highlight",
4046
+ "highlighted",
4047
+ "highlighting",
4048
+ "highlights",
4049
+ "highs",
4050
+ "hike",
4051
+ "hil",
4052
+ "hilly",
4053
+ "him",
4054
+ "himalayas",
4055
+ "hin",
4056
+ "hindalco",
4057
+ "hinder",
4058
+ "hindering",
4059
+ "hinterlands",
4060
+ "hip",
4061
+ "hire",
4062
+ "hiring",
4063
+ "his",
4064
+ "historical",
4065
+ "historically",
4066
+ "hit",
4067
+ "hitting",
4068
+ "hly",
4069
+ "hold",
4070
+ "holiday",
4071
+ "holistic",
4072
+ "hong",
4073
+ "hop",
4074
+ "hope",
4075
+ "hoped",
4076
+ "hopeful",
4077
+ "hopes",
4078
+ "horizontal",
4079
+ "horses",
4080
+ "hospitals",
4081
+ "host",
4082
+ "hosted",
4083
+ "hot",
4084
+ "hours",
4085
+ "housed",
4086
+ "household",
4087
+ "households",
4088
+ "housing",
4089
+ "how",
4090
+ "how's",
4091
+ "however",
4092
+ "how\u2019s",
4093
+ "hra",
4094
+ "hts",
4095
+ "huawei",
4096
+ "hub",
4097
+ "hubs",
4098
+ "huge",
4099
+ "human",
4100
+ "humans",
4101
+ "hundreds",
4102
+ "hungry",
4103
+ "hunting",
4104
+ "hurun",
4105
+ "hus",
4106
+ "hut",
4107
+ "hvac",
4108
+ "hya",
4109
+ "hyperloop",
4110
+ "hyundai",
4111
+ "i",
4112
+ "i.",
4113
+ "i.e",
4114
+ "i.e.",
4115
+ "iCo",
4116
+ "iShares",
4117
+ "ia",
4118
+ "ia.",
4119
+ "ial",
4120
+ "ian",
4121
+ "iari",
4122
+ "iaz",
4123
+ "ibs",
4124
+ "ica",
4125
+ "icar",
4126
+ "icar-",
4127
+ "ice",
4128
+ "ich",
4129
+ "ick",
4130
+ "icmr",
4131
+ "ico",
4132
+ "ics",
4133
+ "ict",
4134
+ "icy",
4135
+ "id",
4136
+ "id.",
4137
+ "ide",
4138
+ "ideal",
4139
+ "identical",
4140
+ "identifiable",
4141
+ "identification",
4142
+ "identified",
4143
+ "identify",
4144
+ "identifying",
4145
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4146
+ "ief",
4147
+ "ier",
4148
+ "ies",
4149
+ "iew",
4150
+ "if",
4151
+ "if.",
4152
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4153
+ "ifp",
4154
+ "ift",
4155
+ "ify",
4156
+ "igh",
4157
+ "ign",
4158
+ "ignis",
4159
+ "ignoring",
4160
+ "ii",
4161
+ "iiof",
4162
+ "iis",
4163
+ "ika",
4164
+ "ike",
4165
+ "ikh",
4166
+ "ild",
4167
+ "ile",
4168
+ "ill",
4169
+ "ill.",
4170
+ "illegal",
4171
+ "ils",
4172
+ "ilt",
4173
+ "ily",
4174
+ "ime",
4175
+ "impact",
4176
+ "impacts",
4177
+ "impede",
4178
+ "implement",
4179
+ "implementation",
4180
+ "implemented",
4181
+ "implementing",
4182
+ "implements",
4183
+ "import",
4184
+ "importance",
4185
+ "important",
4186
+ "imported",
4187
+ "imports",
4188
+ "imposed",
4189
+ "imposition",
4190
+ "impressed",
4191
+ "impressive",
4192
+ "improve",
4193
+ "improved",
4194
+ "improvement",
4195
+ "improves",
4196
+ "imps",
4197
+ "ims",
4198
+ "in",
4199
+ "in'",
4200
+ "in-",
4201
+ "ina",
4202
+ "inaugurated",
4203
+ "inc",
4204
+ "inc.",
4205
+ "incentives",
4206
+ "incident",
4207
+ "include",
4208
+ "included",
4209
+ "includes",
4210
+ "including",
4211
+ "income",
4212
+ "income-",
4213
+ "incomes",
4214
+ "incomethe",
4215
+ "incorporate",
4216
+ "increase",
4217
+ "increased",
4218
+ "increasing",
4219
+ "increasingly",
4220
+ "incumbent",
4221
+ "ind",
4222
+ "ind.",
4223
+ "index",
4224
+ "india",
4225
+ "indian",
4226
+ "indians",
4227
+ "indicate",
4228
+ "indicated",
4229
+ "indicates",
4230
+ "indicator",
4231
+ "indicators",
4232
+ "indices",
4233
+ "indirect",
4234
+ "individuals",
4235
+ "indulge",
4236
+ "industrial",
4237
+ "industrialist",
4238
+ "industrials",
4239
+ "industries",
4240
+ "industries.1",
4241
+ "industry",
4242
+ "ine",
4243
+ "ineffective",
4244
+ "inegi",
4245
+ "infamous",
4246
+ "infections",
4247
+ "inflation",
4248
+ "inflection",
4249
+ "inflows",
4250
+ "influencers",
4251
+ "informal",
4252
+ "information",
4253
+ "informed",
4254
+ "infosys",
4255
+ "infrastructure",
4256
+ "infrastructures",
4257
+ "infusion",
4258
+ "ing",
4259
+ "ingredient",
4260
+ "ingredients",
4261
+ "ini",
4262
+ "initiated",
4263
+ "initiative",
4264
+ "initiatives",
4265
+ "injuries",
4266
+ "ink",
4267
+ "inn",
4268
+ "innovate",
4269
+ "innovation",
4270
+ "innovations",
4271
+ "innovative",
4272
+ "innovators",
4273
+ "inputs",
4274
+ "ins",
4275
+ "inside",
4276
+ "insights",
4277
+ "instability",
4278
+ "installation",
4279
+ "installments",
4280
+ "instance",
4281
+ "instances",
4282
+ "instead",
4283
+ "institute",
4284
+ "institutes",
4285
+ "institution",
4286
+ "institutional",
4287
+ "institutions",
4288
+ "insulate",
4289
+ "insurance",
4290
+ "int",
4291
+ "intact",
4292
+ "integrated",
4293
+ "integrating",
4294
+ "integration",
4295
+ "integrity",
4296
+ "intel",
4297
+ "intelligence",
4298
+ "intends",
4299
+ "intensified",
4300
+ "intensive",
4301
+ "intent",
4302
+ "inter",
4303
+ "interact",
4304
+ "interaction",
4305
+ "interactions",
4306
+ "interacts",
4307
+ "interconnected",
4308
+ "interest",
4309
+ "interests",
4310
+ "interim",
4311
+ "interior",
4312
+ "intermediaries",
4313
+ "internal",
4314
+ "international",
4315
+ "internet",
4316
+ "intervals",
4317
+ "interventions",
4318
+ "interview",
4319
+ "into",
4320
+ "intra",
4321
+ "introduce",
4322
+ "introduced",
4323
+ "introduction",
4324
+ "invasion",
4325
+ "invesco",
4326
+ "invest",
4327
+ "invested",
4328
+ "investing",
4329
+ "investmart",
4330
+ "investment",
4331
+ "investments",
4332
+ "investmentsthe",
4333
+ "investor",
4334
+ "investors",
4335
+ "invests",
4336
+ "involved",
4337
+ "in\u2019",
4338
+ "iod",
4339
+ "iof",
4340
+ "ion",
4341
+ "ior",
4342
+ "ios",
4343
+ "ipa",
4344
+ "ipo",
4345
+ "ips",
4346
+ "ipt",
4347
+ "ird",
4348
+ "ire",
4349
+ "ireland",
4350
+ "irm",
4351
+ "iron",
4352
+ "irrespective",
4353
+ "irrigation",
4354
+ "irs",
4355
+ "is",
4356
+ "is.",
4357
+ "isa",
4358
+ "ise",
4359
+ "ish",
4360
+ "ishares",
4361
+ "isk",
4362
+ "ism",
4363
+ "isolation",
4364
+ "iss",
4365
+ "issuance",
4366
+ "issue",
4367
+ "issued",
4368
+ "issuer",
4369
+ "issuers",
4370
+ "issues",
4371
+ "ist",
4372
+ "ist.debjani",
4373
+ "it",
4374
+ "it's",
4375
+ "ita",
4376
+ "ite",
4377
+ "iterations",
4378
+ "ith",
4379
+ "iti",
4380
+ "its",
4381
+ "itself",
4382
+ "itu",
4383
+ "ity",
4384
+ "it\u2019s",
4385
+ "ium",
4386
+ "ive",
4387
+ "iya",
4388
+ "iyw",
4389
+ "iz.",
4390
+ "ize",
4391
+ "j",
4392
+ "j.",
4393
+ "jab",
4394
+ "jan",
4395
+ "jan.",
4396
+ "january",
4397
+ "japan",
4398
+ "japanese",
4399
+ "jaspal",
4400
+ "jay",
4401
+ "jefferies",
4402
+ "jibun",
4403
+ "jig",
4404
+ "jimny",
4405
+ "jindal",
4406
+ "jio",
4407
+ "jna",
4408
+ "job",
4409
+ "jobs",
4410
+ "john",
4411
+ "jointly",
4412
+ "jor",
4413
+ "joshi",
4414
+ "jr",
4415
+ "jr.",
4416
+ "jsw",
4417
+ "judge",
4418
+ "jul",
4419
+ "jul.",
4420
+ "july",
4421
+ "jump",
4422
+ "jumped",
4423
+ "jun",
4424
+ "jun.",
4425
+ "june",
4426
+ "junk",
4427
+ "just",
4428
+ "justice",
4429
+ "jyotiraditya",
4430
+ "k",
4431
+ "k.",
4432
+ "kailash",
4433
+ "kalaignar",
4434
+ "kam",
4435
+ "kan",
4436
+ "kan.",
4437
+ "kans",
4438
+ "kans.",
4439
+ "kapil",
4440
+ "kapoor",
4441
+ "karnataka",
4442
+ "kay",
4443
+ "kazakhstan",
4444
+ "kcc",
4445
+ "ked",
4446
+ "keep",
4447
+ "keeping",
4448
+ "keltbray",
4449
+ "ken",
4450
+ "ker",
4451
+ "kerala",
4452
+ "kes",
4453
+ "ket",
4454
+ "key",
4455
+ "khadi",
4456
+ "kharif",
4457
+ "khs",
4458
+ "kind",
4459
+ "kinks",
4460
+ "kir",
4461
+ "kisan",
4462
+ "kla",
4463
+ "kle",
4464
+ "kly",
4465
+ "km",
4466
+ "knew",
4467
+ "knowledge",
4468
+ "known",
4469
+ "korea",
4470
+ "krishi",
4471
+ "krishivigyankendras",
4472
+ "ksy",
4473
+ "kumaralingapuram",
4474
+ "kunnu",
4475
+ "kur",
4476
+ "kurian",
4477
+ "kuthambakkam",
4478
+ "kuwait",
4479
+ "kuwiati",
4480
+ "kvks",
4481
+ "ky",
4482
+ "ky.",
4483
+ "kyc",
4484
+ "l",
4485
+ "l.",
4486
+ "la",
4487
+ "la.",
4488
+ "lab",
4489
+ "labor",
4490
+ "laborers",
4491
+ "labour",
4492
+ "labourers",
4493
+ "lack",
4494
+ "lacunae",
4495
+ "lagged",
4496
+ "laid",
4497
+ "lakh",
4498
+ "lakhs",
4499
+ "lan",
4500
+ "land",
4501
+ "lands",
4502
+ "landscape",
4503
+ "landslide",
4504
+ "language",
4505
+ "languages",
4506
+ "lar",
4507
+ "large",
4508
+ "largely",
4509
+ "larger",
4510
+ "largest",
4511
+ "last",
4512
+ "lasted",
4513
+ "latency",
4514
+ "later",
4515
+ "latest",
4516
+ "launched",
4517
+ "launchpad",
4518
+ "law",
4519
+ "lay",
4520
+ "layer",
4521
+ "laying",
4522
+ "layoff",
4523
+ "lco",
4524
+ "lds",
4525
+ "lead",
4526
+ "leader",
4527
+ "leaders",
4528
+ "leadership",
4529
+ "leading",
4530
+ "leads",
4531
+ "learn",
4532
+ "learning",
4533
+ "leasing",
4534
+ "least",
4535
+ "leave",
4536
+ "leaving",
4537
+ "led",
4538
+ "legal",
4539
+ "legislation",
4540
+ "lem",
4541
+ "len",
4542
+ "lens",
4543
+ "ler",
4544
+ "les",
4545
+ "less",
4546
+ "let",
4547
+ "let's",
4548
+ "lets",
4549
+ "let\u2019s",
4550
+ "level",
4551
+ "levels",
4552
+ "levene",
4553
+ "leveraging",
4554
+ "levers",
4555
+ "levy",
4556
+ "ley",
4557
+ "lge",
4558
+ "lh",
4559
+ "lhi",
4560
+ "lia",
4561
+ "liabilities",
4562
+ "library",
4563
+ "lic",
4564
+ "lid",
4565
+ "lif",
4566
+ "life",
4567
+ "lifestyles",
4568
+ "light",
4569
+ "like",
4570
+ "likelihood",
4571
+ "likely",
4572
+ "likes",
4573
+ "limited",
4574
+ "limits",
4575
+ "lin",
4576
+ "line",
4577
+ "link",
4578
+ "linked",
4579
+ "lio",
4580
+ "lion",
4581
+ "liquid",
4582
+ "list",
4583
+ "listed",
4584
+ "literature",
4585
+ "little",
4586
+ "littmann",
4587
+ "living",
4588
+ "lix",
4589
+ "ll",
4590
+ "ll.",
4591
+ "lls",
4592
+ "lly",
4593
+ "lo.",
4594
+ "loan",
4595
+ "local",
4596
+ "locations",
4597
+ "locked",
4598
+ "logistics",
4599
+ "lok",
4600
+ "lon",
4601
+ "long",
4602
+ "longer",
4603
+ "longhouse",
4604
+ "look",
4605
+ "looked",
4606
+ "looking",
4607
+ "looming",
4608
+ "looms",
4609
+ "loop",
4610
+ "lop",
4611
+ "los",
4612
+ "loss",
4613
+ "lost",
4614
+ "lot",
4615
+ "lovin",
4616
+ "lovin'",
4617
+ "loving",
4618
+ "lovin\u2019",
4619
+ "low",
4620
+ "lower",
4621
+ "lows",
4622
+ "lry",
4623
+ "lsa",
4624
+ "lso",
4625
+ "ltd",
4626
+ "ltd.",
4627
+ "lth",
4628
+ "lti",
4629
+ "ludwigshafen",
4630
+ "lue",
4631
+ "lum",
4632
+ "luminaries",
4633
+ "lur",
4634
+ "lus",
4635
+ "lve",
4636
+ "m",
4637
+ "m&a",
4638
+ "m&e",
4639
+ "m.",
4640
+ "ma'am",
4641
+ "machinery",
4642
+ "machines",
4643
+ "macro",
4644
+ "macroeconomic",
4645
+ "madam",
4646
+ "made",
4647
+ "madhya",
4648
+ "madurai",
4649
+ "mah",
4650
+ "maharashtra",
4651
+ "maharatna",
4652
+ "mahindra",
4653
+ "main",
4654
+ "mainstream",
4655
+ "maintain",
4656
+ "maintaining",
4657
+ "major",
4658
+ "majority",
4659
+ "make",
4660
+ "makes",
4661
+ "making",
4662
+ "mal",
4663
+ "malappuram",
4664
+ "malone",
4665
+ "man",
4666
+ "managed",
4667
+ "management",
4668
+ "manager",
4669
+ "managers",
4670
+ "mandated",
4671
+ "mandaviya",
4672
+ "manifest",
4673
+ "mann",
4674
+ "mansukh",
4675
+ "mantri",
4676
+ "manufactured",
4677
+ "manufacturers",
4678
+ "manufacturing",
4679
+ "many",
4680
+ "mar",
4681
+ "mar.",
4682
+ "march",
4683
+ "margin",
4684
+ "marginal",
4685
+ "market",
4686
+ "marketing",
4687
+ "markets",
4688
+ "marks",
4689
+ "marriott",
4690
+ "maruti",
4691
+ "mas",
4692
+ "mass",
4693
+ "mass.",
4694
+ "masses",
4695
+ "massive",
4696
+ "master",
4697
+ "mastercard",
4698
+ "material",
4699
+ "materials",
4700
+ "matters",
4701
+ "matthew",
4702
+ "maxed",
4703
+ "maximize",
4704
+ "maximum",
4705
+ "may",
4706
+ "ma\u2019am",
4707
+ "mbs",
4708
+ "mckinsey",
4709
+ "md",
4710
+ "md.",
4711
+ "me-",
4712
+ "mean",
4713
+ "meaningful",
4714
+ "means",
4715
+ "meantime",
4716
+ "meanwhile",
4717
+ "measure",
4718
+ "measures",
4719
+ "mechanical",
4720
+ "mechanisms",
4721
+ "med",
4722
+ "media",
4723
+ "medical",
4724
+ "medication",
4725
+ "medicine",
4726
+ "medium",
4727
+ "medium-",
4728
+ "meena",
4729
+ "meet",
4730
+ "meeting",
4731
+ "meets",
4732
+ "mega",
4733
+ "megh",
4734
+ "meltdown",
4735
+ "melting",
4736
+ "member",
4737
+ "men",
4738
+ "mer",
4739
+ "merchants",
4740
+ "mere",
4741
+ "merely",
4742
+ "mes",
4743
+ "messages",
4744
+ "messaging",
4745
+ "messrs",
4746
+ "messrs.",
4747
+ "met",
4748
+ "metal",
4749
+ "metals",
4750
+ "meters",
4751
+ "mexico",
4752
+ "mia",
4753
+ "mic",
4754
+ "mich",
4755
+ "mich.",
4756
+ "microbial",
4757
+ "microsoft",
4758
+ "mid",
4759
+ "midcap",
4760
+ "midsize",
4761
+ "might",
4762
+ "mil",
4763
+ "milestone",
4764
+ "million",
4765
+ "millions",
4766
+ "mills",
4767
+ "minimise",
4768
+ "minimize",
4769
+ "minimum",
4770
+ "mining",
4771
+ "minister",
4772
+ "ministerial",
4773
+ "ministry",
4774
+ "minn",
4775
+ "minn.",
4776
+ "minor",
4777
+ "minted",
4778
+ "mis",
4779
+ "mishra",
4780
+ "misleading",
4781
+ "miss",
4782
+ "miss.",
4783
+ "mission",
4784
+ "mistakes",
4785
+ "misunderstood",
4786
+ "mit",
4787
+ "mitigating",
4788
+ "mitra",
4789
+ "mixed",
4790
+ "mizoram",
4791
+ "mk",
4792
+ "mly",
4793
+ "mme",
4794
+ "mmf",
4795
+ "mmy",
4796
+ "mny",
4797
+ "mo",
4798
+ "mo.",
4799
+ "mobile",
4800
+ "model",
4801
+ "model(link",
4802
+ "models",
4803
+ "modern",
4804
+ "modi",
4805
+ "modified",
4806
+ "mohammed",
4807
+ "mohan",
4808
+ "molecules",
4809
+ "moment",
4810
+ "momentum",
4811
+ "mon",
4812
+ "monday",
4813
+ "monetization",
4814
+ "monetize",
4815
+ "money",
4816
+ "moneycontrol",
4817
+ "monitor",
4818
+ "mont",
4819
+ "mont.",
4820
+ "month",
4821
+ "monthly",
4822
+ "months",
4823
+ "mop",
4824
+ "morales",
4825
+ "more",
4826
+ "moreover",
4827
+ "morningstar",
4828
+ "mos",
4829
+ "moscow",
4830
+ "mospi",
4831
+ "most",
4832
+ "mostly",
4833
+ "motor",
4834
+ "motors",
4835
+ "mou",
4836
+ "mouths",
4837
+ "move",
4838
+ "moves",
4839
+ "moving",
4840
+ "moya",
4841
+ "mps",
4842
+ "mr",
4843
+ "mr.",
4844
+ "mrs",
4845
+ "mrs.",
4846
+ "ms",
4847
+ "ms.",
4848
+ "msci",
4849
+ "mshaimesh",
4850
+ "msp",
4851
+ "msps",
4852
+ "mt",
4853
+ "mt.",
4854
+ "much",
4855
+ "mudon",
4856
+ "multi",
4857
+ "multibagger",
4858
+ "multitude",
4859
+ "mum",
4860
+ "mumbai",
4861
+ "mural",
4862
+ "murdoch",
4863
+ "murugappa",
4864
+ "muscle",
4865
+ "musk",
4866
+ "must",
4867
+ "n",
4868
+ "n's",
4869
+ "n't",
4870
+ "n.",
4871
+ "n.c.",
4872
+ "n.d.",
4873
+ "n.h.",
4874
+ "n.j.",
4875
+ "n.m.",
4876
+ "n.y.",
4877
+ "nIQ",
4878
+ "na",
4879
+ "nad",
4880
+ "nadu",
4881
+ "nae",
4882
+ "nahar",
4883
+ "nal",
4884
+ "nam",
4885
+ "namely",
4886
+ "names",
4887
+ "nan",
4888
+ "nanda",
4889
+ "nap",
4890
+ "nar",
4891
+ "narendra",
4892
+ "narrow",
4893
+ "nascent",
4894
+ "nasdaq",
4895
+ "nasscom",
4896
+ "nation",
4897
+ "national",
4898
+ "nations",
4899
+ "natural",
4900
+ "nature",
4901
+ "navigate",
4902
+ "navigating",
4903
+ "navratri",
4904
+ "nc.",
4905
+ "nce",
4906
+ "nch",
4907
+ "ncy",
4908
+ "nd.",
4909
+ "nda",
4910
+ "ndo",
4911
+ "nds",
4912
+ "near",
4913
+ "nearby",
4914
+ "nearly",
4915
+ "neb",
4916
+ "neb.",
4917
+ "nebr",
4918
+ "nebr.",
4919
+ "necessary",
4920
+ "ned",
4921
+ "need",
4922
+ "needed",
4923
+ "needs",
4924
+ "neelkanth",
4925
+ "negative",
4926
+ "neighbor",
4927
+ "neighboring",
4928
+ "neighbour",
4929
+ "neighbouring",
4930
+ "nel",
4931
+ "nellithada",
4932
+ "ner",
4933
+ "nes",
4934
+ "net",
4935
+ "netflix",
4936
+ "network",
4937
+ "networks",
4938
+ "neutral",
4939
+ "nev",
4940
+ "nev.",
4941
+ "new",
4942
+ "newest",
4943
+ "newhouse",
4944
+ "newly",
4945
+ "news",
4946
+ "nexa",
4947
+ "next",
4948
+ "ney",
4949
+ "nga",
4950
+ "nge",
4951
+ "ngh",
4952
+ "ngs",
4953
+ "ni",
4954
+ "nic",
4955
+ "nielseniq",
4956
+ "nieves",
4957
+ "nifty",
4958
+ "nigeria",
4959
+ "nikhil",
4960
+ "nine",
4961
+ "niper",
4962
+ "nipers",
4963
+ "niq",
4964
+ "nirbhar",
4965
+ "nirmala",
4966
+ "nis",
4967
+ "niti",
4968
+ "nitin",
4969
+ "nks",
4970
+ "nly",
4971
+ "nn.",
4972
+ "nna",
4973
+ "nnu",
4974
+ "nny",
4975
+ "no",
4976
+ "nobody",
4977
+ "nodal",
4978
+ "nomura",
4979
+ "non",
4980
+ "none",
4981
+ "nonprofit",
4982
+ "nor",
4983
+ "northern",
4984
+ "not",
4985
+ "notably",
4986
+ "note",
4987
+ "noted",
4988
+ "notes",
4989
+ "noteworthy",
4990
+ "nothin",
4991
+ "nothin'",
4992
+ "nothing",
4993
+ "nothin\u2019",
4994
+ "notice",
4995
+ "noticed",
4996
+ "nov",
4997
+ "nov.",
4998
+ "november",
4999
+ "now",
5000
+ "now?There",
5001
+ "now?there",
5002
+ "ns.",
5003
+ "nsdl",
5004
+ "nse",
5005
+ "nso",
5006
+ "nsso",
5007
+ "nst",
5008
+ "nt",
5009
+ "nt.",
5010
+ "nta",
5011
+ "nth",
5012
+ "nti",
5013
+ "nto",
5014
+ "nts",
5015
+ "nue",
5016
+ "nuff",
5017
+ "numbers",
5018
+ "numerous",
5019
+ "nurture",
5020
+ "nus",
5021
+ "nuthin",
5022
+ "nuthin'",
5023
+ "nuthin\u2019",
5024
+ "nvidia",
5025
+ "n\u2019s",
5026
+ "n\u2019t",
5027
+ "o",
5028
+ "o'clock",
5029
+ "o's",
5030
+ "o.",
5031
+ "o.0",
5032
+ "o.O",
5033
+ "o.o",
5034
+ "oEs",
5035
+ "o_0",
5036
+ "o_O",
5037
+ "o_o",
5038
+ "oad",
5039
+ "oal",
5040
+ "oan",
5041
+ "obe",
5042
+ "obese",
5043
+ "obesity",
5044
+ "objectives",
5045
+ "obs",
5046
+ "observations",
5047
+ "observatory",
5048
+ "observed",
5049
+ "obtained",
5050
+ "occasions",
5051
+ "occur",
5052
+ "oce",
5053
+ "och",
5054
+ "ock",
5055
+ "ocs",
5056
+ "oct",
5057
+ "oct.",
5058
+ "october",
5059
+ "oda",
5060
+ "ode",
5061
+ "odi",
5062
+ "ods",
5063
+ "ody",
5064
+ "oes",
5065
+ "of",
5066
+ "of.",
5067
+ "ofA",
5068
+ "ofa",
5069
+ "off",
5070
+ "offer",
5071
+ "offered",
5072
+ "offering",
5073
+ "offers",
5074
+ "office",
5075
+ "officer",
5076
+ "officers",
5077
+ "offices",
5078
+ "official",
5079
+ "oft",
5080
+ "often",
5081
+ "ogi",
5082
+ "ogy",
5083
+ "oha",
5084
+ "ohn",
5085
+ "oid",
5086
+ "oil",
5087
+ "oin",
5088
+ "oka",
5089
+ "oke",
5090
+ "okla",
5091
+ "okla.",
5092
+ "oks",
5093
+ "ol",
5094
+ "ol'",
5095
+ "old",
5096
+ "ole",
5097
+ "oll",
5098
+ "olo",
5099
+ "ols",
5100
+ "ol\u2019",
5101
+ "ome",
5102
+ "oms",
5103
+ "omy",
5104
+ "on",
5105
+ "ona",
5106
+ "once",
5107
+ "ond",
5108
+ "one",
5109
+ "ones",
5110
+ "ong",
5111
+ "ongoing",
5112
+ "online",
5113
+ "only",
5114
+ "onn",
5115
+ "ons",
5116
+ "ont",
5117
+ "onx",
5118
+ "ony",
5119
+ "ood",
5120
+ "oof",
5121
+ "ook",
5122
+ "ool",
5123
+ "oom",
5124
+ "oon",
5125
+ "oop",
5126
+ "oor",
5127
+ "ope",
5128
+ "opec",
5129
+ "open",
5130
+ "opening",
5131
+ "operates",
5132
+ "operating",
5133
+ "operation",
5134
+ "operational",
5135
+ "operations",
5136
+ "operator",
5137
+ "operators",
5138
+ "opportunities",
5139
+ "opportunity",
5140
+ "opposite",
5141
+ "ops",
5142
+ "opt",
5143
+ "optimal",
5144
+ "optimism",
5145
+ "optimistic",
5146
+ "options",
5147
+ "or",
5148
+ "ord",
5149
+ "order",
5150
+ "orders",
5151
+ "ore",
5152
+ "ore.",
5153
+ "organic",
5154
+ "organisation",
5155
+ "organisations",
5156
+ "organization",
5157
+ "organizational",
5158
+ "organizations",
5159
+ "oriented",
5160
+ "ork",
5161
+ "orm",
5162
+ "orp",
5163
+ "ors",
5164
+ "ort",
5165
+ "ory",
5166
+ "os.",
5167
+ "ose",
5168
+ "osh",
5169
+ "oss",
5170
+ "ost",
5171
+ "ote",
5172
+ "oth",
5173
+ "other",
5174
+ "others",
5175
+ "ots",
5176
+ "ott",
5177
+ "oud",
5178
+ "ought",
5179
+ "oup",
5180
+ "our",
5181
+ "ous",
5182
+ "out",
5183
+ "outcome",
5184
+ "outdated",
5185
+ "outflows",
5186
+ "outlets",
5187
+ "outlook",
5188
+ "outlooks",
5189
+ "outperformance",
5190
+ "outperformed",
5191
+ "outperforming",
5192
+ "output",
5193
+ "outside",
5194
+ "outstanding",
5195
+ "ov.",
5196
+ "ove",
5197
+ "over",
5198
+ "overage",
5199
+ "overall",
5200
+ "overcome",
5201
+ "overdue",
5202
+ "overexposed",
5203
+ "overload",
5204
+ "overloaded",
5205
+ "overlooked",
5206
+ "overreliance",
5207
+ "overseas",
5208
+ "overview",
5209
+ "overweight",
5210
+ "overwhelmed",
5211
+ "own",
5212
+ "owned",
5213
+ "ownership",
5214
+ "ows",
5215
+ "oxide",
5216
+ "oya",
5217
+ "o\u00dfe",
5218
+ "o\u2019clock",
5219
+ "o\u2019s",
5220
+ "p",
5221
+ "p.",
5222
+ "p.m",
5223
+ "p.m.",
5224
+ "pa",
5225
+ "pa.",
5226
+ "pace",
5227
+ "paced",
5228
+ "pad",
5229
+ "paddy",
5230
+ "paid",
5231
+ "pakistan",
5232
+ "pal",
5233
+ "palanivel",
5234
+ "pan",
5235
+ "panaji",
5236
+ "panchayat",
5237
+ "pandemic",
5238
+ "pantomath",
5239
+ "paper",
5240
+ "parali",
5241
+ "parameters",
5242
+ "paramount",
5243
+ "parent",
5244
+ "park",
5245
+ "parks",
5246
+ "parliament",
5247
+ "part",
5248
+ "participants",
5249
+ "participation",
5250
+ "particularly",
5251
+ "particulates",
5252
+ "parties",
5253
+ "partnerships",
5254
+ "parts",
5255
+ "parviz",
5256
+ "passed",
5257
+ "passenger",
5258
+ "passing",
5259
+ "passions",
5260
+ "past",
5261
+ "patents",
5262
+ "path",
5263
+ "pathway",
5264
+ "pathway(link",
5265
+ "pathways",
5266
+ "patna",
5267
+ "patronage",
5268
+ "paving",
5269
+ "pay",
5270
+ "paychex",
5271
+ "paying",
5272
+ "payment",
5273
+ "paypal",
5274
+ "payroll",
5275
+ "pdr",
5276
+ "pec",
5277
+ "ped",
5278
+ "pee",
5279
+ "peers",
5280
+ "pen",
5281
+ "penny",
5282
+ "people",
5283
+ "pepsico",
5284
+ "per",
5285
+ "percent",
5286
+ "percentage",
5287
+ "performance",
5288
+ "period",
5289
+ "periods",
5290
+ "permission",
5291
+ "permit",
5292
+ "permitted",
5293
+ "persistent",
5294
+ "person",
5295
+ "perspective",
5296
+ "pes",
5297
+ "petrochemical",
5298
+ "petrochemicals",
5299
+ "petrol",
5300
+ "ph",
5301
+ "ph.d.",
5302
+ "pharma",
5303
+ "pharmaceutical",
5304
+ "pharmaceuticals",
5305
+ "pharmacies",
5306
+ "pharmacy",
5307
+ "phase",
5308
+ "phasing",
5309
+ "philosophy",
5310
+ "phone",
5311
+ "phy",
5312
+ "pic",
5313
+ "pick",
5314
+ "pickers",
5315
+ "picks",
5316
+ "picture",
5317
+ "pid",
5318
+ "piece",
5319
+ "pil",
5320
+ "pillars",
5321
+ "pills",
5322
+ "pinterest",
5323
+ "pipeline",
5324
+ "pis",
5325
+ "pivoted",
5326
+ "piyush",
5327
+ "place",
5328
+ "plan",
5329
+ "planet",
5330
+ "planned",
5331
+ "planning",
5332
+ "plans",
5333
+ "plants",
5334
+ "plastics).Lara",
5335
+ "plastics).lara",
5336
+ "platform",
5337
+ "platforms",
5338
+ "play",
5339
+ "played",
5340
+ "player",
5341
+ "players",
5342
+ "plays",
5343
+ "ple",
5344
+ "pleasant",
5345
+ "pleased",
5346
+ "plough",
5347
+ "plow",
5348
+ "ply",
5349
+ "plying",
5350
+ "pm",
5351
+ "pm2.5",
5352
+ "pmfby",
5353
+ "pmi",
5354
+ "pmksy",
5355
+ "pms",
5356
+ "pmv",
5357
+ "podcast",
5358
+ "point",
5359
+ "pointing",
5360
+ "points",
5361
+ "poised",
5362
+ "policies",
5363
+ "policy",
5364
+ "policymakers",
5365
+ "pollution",
5366
+ "pon",
5367
+ "pondering",
5368
+ "pool",
5369
+ "poor",
5370
+ "popularity",
5371
+ "population",
5372
+ "portfolio",
5373
+ "portfolios",
5374
+ "pos",
5375
+ "positional",
5376
+ "positioned",
5377
+ "positive",
5378
+ "positives",
5379
+ "possesses",
5380
+ "possible",
5381
+ "post",
5382
+ "posted",
5383
+ "posting",
5384
+ "potential",
5385
+ "power",
5386
+ "powerful",
5387
+ "powers",
5388
+ "ppa",
5389
+ "pps",
5390
+ "pr.",
5391
+ "pra",
5392
+ "practical",
5393
+ "practices",
5394
+ "practitioner",
5395
+ "pradesh",
5396
+ "pradhan",
5397
+ "pre",
5398
+ "preceding",
5399
+ "precise",
5400
+ "predicted",
5401
+ "predominantly",
5402
+ "prefab",
5403
+ "prefer",
5404
+ "preference",
5405
+ "preferential",
5406
+ "premium",
5407
+ "prepare",
5408
+ "prepares",
5409
+ "preparing",
5410
+ "presence",
5411
+ "present",
5412
+ "presented",
5413
+ "presential",
5414
+ "president",
5415
+ "pressure",
5416
+ "pressures",
5417
+ "pretend",
5418
+ "prevent",
5419
+ "preventive",
5420
+ "previous",
5421
+ "previously",
5422
+ "price",
5423
+ "priced",
5424
+ "prices",
5425
+ "pricing",
5426
+ "primarily",
5427
+ "primary",
5428
+ "prime",
5429
+ "primer",
5430
+ "principles",
5431
+ "printing",
5432
+ "prior",
5433
+ "prioritises",
5434
+ "prioritizes",
5435
+ "priority",
5436
+ "privacy",
5437
+ "private",
5438
+ "pro",
5439
+ "proactive",
5440
+ "probably",
5441
+ "process",
5442
+ "processes",
5443
+ "processing",
5444
+ "procure",
5445
+ "procurement",
5446
+ "produced",
5447
+ "producer",
5448
+ "producers",
5449
+ "producing",
5450
+ "product",
5451
+ "production",
5452
+ "productive",
5453
+ "productivity",
5454
+ "products",
5455
+ "prof",
5456
+ "prof.",
5457
+ "profession",
5458
+ "professional",
5459
+ "professionals",
5460
+ "profiles",
5461
+ "profit",
5462
+ "profitability",
5463
+ "profitable",
5464
+ "profits",
5465
+ "program",
5466
+ "programmatic",
5467
+ "programme",
5468
+ "programmes",
5469
+ "programs",
5470
+ "progress",
5471
+ "prohibitively",
5472
+ "project",
5473
+ "projected",
5474
+ "projections",
5475
+ "projects",
5476
+ "prominent",
5477
+ "promise",
5478
+ "promising",
5479
+ "promote",
5480
+ "promoters",
5481
+ "promotes",
5482
+ "promoting",
5483
+ "promotion",
5484
+ "prompting",
5485
+ "pronged",
5486
+ "propeller",
5487
+ "property",
5488
+ "proportions",
5489
+ "proposed",
5490
+ "proposes",
5491
+ "prospects",
5492
+ "protect",
5493
+ "protected",
5494
+ "protons",
5495
+ "prove",
5496
+ "proverbial",
5497
+ "provide",
5498
+ "provided",
5499
+ "providers",
5500
+ "provides",
5501
+ "prowess",
5502
+ "prudential",
5503
+ "pse",
5504
+ "psu",
5505
+ "psus",
5506
+ "pt.",
5507
+ "pti",
5508
+ "pts",
5509
+ "public",
5510
+ "publication",
5511
+ "publications",
5512
+ "published",
5513
+ "publishing",
5514
+ "pulling",
5515
+ "punjab",
5516
+ "pur",
5517
+ "purchase",
5518
+ "purchases",
5519
+ "purchasing",
5520
+ "pursued",
5521
+ "pusa",
5522
+ "push",
5523
+ "pushing",
5524
+ "put",
5525
+ "putting",
5526
+ "q",
5527
+ "q.",
5528
+ "q2",
5529
+ "q3fy24",
5530
+ "qatar",
5531
+ "qqq",
5532
+ "quality",
5533
+ "quantum",
5534
+ "quarter",
5535
+ "quarterly",
5536
+ "quarters",
5537
+ "que",
5538
+ "question",
5539
+ "quickly",
5540
+ "quite",
5541
+ "quo",
5542
+ "quoting",
5543
+ "r",
5544
+ "r&d",
5545
+ "r&d.",
5546
+ "r.",
5547
+ "rabi",
5548
+ "racks",
5549
+ "rag",
5550
+ "rai",
5551
+ "raise",
5552
+ "raised",
5553
+ "raises",
5554
+ "rajan",
5555
+ "ral",
5556
+ "rally",
5557
+ "ram",
5558
+ "ramadan",
5559
+ "ramesh",
5560
+ "ramping",
5561
+ "range",
5562
+ "ranging",
5563
+ "ranked",
5564
+ "ranks",
5565
+ "rapid",
5566
+ "rapidly",
5567
+ "rare",
5568
+ "ras",
5569
+ "rat",
5570
+ "rate",
5571
+ "rates",
5572
+ "rather",
5573
+ "rating",
5574
+ "ratings",
5575
+ "ratio",
5576
+ "raw",
5577
+ "ray",
5578
+ "rbs",
5579
+ "rby",
5580
+ "rce",
5581
+ "rch",
5582
+ "rdo",
5583
+ "rds",
5584
+ "re",
5585
+ "re.",
5586
+ "rea",
5587
+ "reach",
5588
+ "reached",
5589
+ "reactions",
5590
+ "read",
5591
+ "readers",
5592
+ "reading",
5593
+ "real",
5594
+ "realisations",
5595
+ "reality",
5596
+ "realizations",
5597
+ "realize",
5598
+ "really",
5599
+ "reason",
5600
+ "reasonable",
5601
+ "reasons",
5602
+ "receded",
5603
+ "receding",
5604
+ "receipt",
5605
+ "receivables",
5606
+ "receive",
5607
+ "received",
5608
+ "recent",
5609
+ "recently",
5610
+ "recession",
5611
+ "reclassified",
5612
+ "reco",
5613
+ "recognised",
5614
+ "recognized",
5615
+ "recommend",
5616
+ "record",
5617
+ "recover",
5618
+ "recovery",
5619
+ "recruits",
5620
+ "recycling",
5621
+ "red",
5622
+ "reduce",
5623
+ "reduced",
5624
+ "reduces",
5625
+ "reduction",
5626
+ "reductions",
5627
+ "ree",
5628
+ "reeling",
5629
+ "reelstar",
5630
+ "referring",
5631
+ "reflected",
5632
+ "reflection",
5633
+ "reforms",
5634
+ "reformulating",
5635
+ "regard",
5636
+ "regarding",
5637
+ "region",
5638
+ "regional",
5639
+ "regions",
5640
+ "registered",
5641
+ "registering",
5642
+ "registration",
5643
+ "regularly",
5644
+ "regulated",
5645
+ "regulation",
5646
+ "regulations",
5647
+ "regulators",
5648
+ "regulatory",
5649
+ "reinforce",
5650
+ "reinforced",
5651
+ "reinvesting",
5652
+ "reiterated",
5653
+ "rejig",
5654
+ "rel",
5655
+ "relating",
5656
+ "relations",
5657
+ "relationship",
5658
+ "relative",
5659
+ "relatively",
5660
+ "release",
5661
+ "released",
5662
+ "relevance",
5663
+ "relevant",
5664
+ "reliable",
5665
+ "reliance",
5666
+ "relied",
5667
+ "relies",
5668
+ "relocate",
5669
+ "rely",
5670
+ "relying",
5671
+ "remain",
5672
+ "remained",
5673
+ "remaining",
5674
+ "remains",
5675
+ "remarkable",
5676
+ "remediation",
5677
+ "reminder",
5678
+ "remove",
5679
+ "removed",
5680
+ "ren",
5681
+ "renew",
5682
+ "renewable",
5683
+ "renewed",
5684
+ "renowned",
5685
+ "rental",
5686
+ "rep",
5687
+ "rep.",
5688
+ "repeal",
5689
+ "repercussions",
5690
+ "repetitive",
5691
+ "replace",
5692
+ "repoening",
5693
+ "report",
5694
+ "reported",
5695
+ "reporters",
5696
+ "reporting",
5697
+ "reports",
5698
+ "repository",
5699
+ "representing",
5700
+ "represents",
5701
+ "reputation",
5702
+ "request",
5703
+ "required",
5704
+ "requirements",
5705
+ "requires",
5706
+ "requiring",
5707
+ "requisite",
5708
+ "res",
5709
+ "rescue",
5710
+ "rescuers",
5711
+ "research",
5712
+ "researchers",
5713
+ "residents",
5714
+ "resilience",
5715
+ "resilient",
5716
+ "resistance",
5717
+ "resistant",
5718
+ "resolve",
5719
+ "resource",
5720
+ "resources",
5721
+ "respect",
5722
+ "respective",
5723
+ "respond",
5724
+ "responded",
5725
+ "respondent",
5726
+ "respondents",
5727
+ "response",
5728
+ "responsibility",
5729
+ "responsible",
5730
+ "rest",
5731
+ "restrictions",
5732
+ "result",
5733
+ "resulted",
5734
+ "retail",
5735
+ "retails",
5736
+ "retain",
5737
+ "retrofitting",
5738
+ "return",
5739
+ "returned",
5740
+ "returns",
5741
+ "reuters",
5742
+ "rev",
5743
+ "rev.",
5744
+ "revealed",
5745
+ "reveals",
5746
+ "revenue",
5747
+ "review",
5748
+ "revised",
5749
+ "revitalize",
5750
+ "revival",
5751
+ "revolution",
5752
+ "revolve",
5753
+ "rew",
5754
+ "rey",
5755
+ "rge",
5756
+ "rgy",
5757
+ "rhetan",
5758
+ "ria",
5759
+ "ric",
5760
+ "rice",
5761
+ "rich",
5762
+ "richard",
5763
+ "rie",
5764
+ "rif",
5765
+ "right",
5766
+ "ril",
5767
+ "rim",
5768
+ "ris",
5769
+ "rise",
5770
+ "risen",
5771
+ "rising",
5772
+ "risk",
5773
+ "risks",
5774
+ "rivalry",
5775
+ "riz",
5776
+ "rk.",
5777
+ "rks",
5778
+ "rld",
5779
+ "rly",
5780
+ "rma",
5781
+ "rms",
5782
+ "rns",
5783
+ "roads",
5784
+ "robbing",
5785
+ "robust",
5786
+ "robustness",
5787
+ "roce",
5788
+ "rof",
5789
+ "rol",
5790
+ "role",
5791
+ "roll",
5792
+ "rolling",
5793
+ "rollout",
5794
+ "rom",
5795
+ "ron",
5796
+ "roof",
5797
+ "rooted",
5798
+ "rop",
5799
+ "roped",
5800
+ "ros",
5801
+ "rose",
5802
+ "rough",
5803
+ "roughly",
5804
+ "round",
5805
+ "row",
5806
+ "rp.",
5807
+ "rry",
5808
+ "rs",
5809
+ "rs.",
5810
+ "rs.10218",
5811
+ "rs.3000",
5812
+ "rs.5.00",
5813
+ "rs.6000",
5814
+ "rs.6426",
5815
+ "rse",
5816
+ "rsmw",
5817
+ "rst",
5818
+ "rswm",
5819
+ "rth",
5820
+ "rtos",
5821
+ "rts",
5822
+ "rty",
5823
+ "rum",
5824
+ "run",
5825
+ "rup",
5826
+ "rupee",
5827
+ "rupees",
5828
+ "rupert",
5829
+ "rural",
5830
+ "rus",
5831
+ "russell",
5832
+ "russia",
5833
+ "russian",
5834
+ "s",
5835
+ "s&p",
5836
+ "s's",
5837
+ "s,3",
5838
+ "s.",
5839
+ "s.1",
5840
+ "s.c.",
5841
+ "sabha",
5842
+ "safe",
5843
+ "safety",
5844
+ "saharanpur",
5845
+ "sai",
5846
+ "said",
5847
+ "sail",
5848
+ "sal",
5849
+ "salem",
5850
+ "sales",
5851
+ "salesforce",
5852
+ "same",
5853
+ "san",
5854
+ "sanctions",
5855
+ "sanitation",
5856
+ "sanjay",
5857
+ "santhapettai",
5858
+ "santosh",
5859
+ "saravanan",
5860
+ "sarees",
5861
+ "sas",
5862
+ "satisfy",
5863
+ "saus",
5864
+ "savings",
5865
+ "saw",
5866
+ "say",
5867
+ "says",
5868
+ "sbi",
5869
+ "scale",
5870
+ "scaled",
5871
+ "scam",
5872
+ "scammers",
5873
+ "scams",
5874
+ "scarce",
5875
+ "scenarios",
5876
+ "schedule",
5877
+ "scheduled",
5878
+ "schemes",
5879
+ "school",
5880
+ "schools",
5881
+ "sci",
5882
+ "science",
5883
+ "scientific",
5884
+ "scindia",
5885
+ "sco",
5886
+ "scoped",
5887
+ "scrapped",
5888
+ "sdl",
5889
+ "sdp",
5890
+ "se",
5891
+ "se4",
5892
+ "search",
5893
+ "season",
5894
+ "seasonally",
5895
+ "seasons",
5896
+ "second",
5897
+ "secondary",
5898
+ "secretary",
5899
+ "section",
5900
+ "sections",
5901
+ "sector",
5902
+ "sectoral",
5903
+ "sectors",
5904
+ "secured",
5905
+ "secures",
5906
+ "securities",
5907
+ "security",
5908
+ "sed",
5909
+ "see",
5910
+ "seeing",
5911
+ "seeking",
5912
+ "seeks",
5913
+ "seems",
5914
+ "seen",
5915
+ "segment",
5916
+ "segmented",
5917
+ "segments",
5918
+ "sel",
5919
+ "select",
5920
+ "self",
5921
+ "sell",
5922
+ "selling",
5923
+ "sells",
5924
+ "sellschop",
5925
+ "sen",
5926
+ "sen.",
5927
+ "senior",
5928
+ "sense",
5929
+ "sent",
5930
+ "sep",
5931
+ "sep.",
5932
+ "separate",
5933
+ "separates",
5934
+ "sept",
5935
+ "sept.",
5936
+ "september",
5937
+ "ser",
5938
+ "series",
5939
+ "server",
5940
+ "serves",
5941
+ "service",
5942
+ "services",
5943
+ "services,3",
5944
+ "ses",
5945
+ "sessions",
5946
+ "set",
5947
+ "setting",
5948
+ "seven",
5949
+ "several",
5950
+ "severely",
5951
+ "sey",
5952
+ "sfy",
5953
+ "sh.",
5954
+ "sha",
5955
+ "shah",
5956
+ "shahbazov",
5957
+ "shake",
5958
+ "shall",
5959
+ "shape",
5960
+ "shaping",
5961
+ "share",
5962
+ "shareholders",
5963
+ "shares",
5964
+ "sharp",
5965
+ "sharpest",
5966
+ "shashank",
5967
+ "she",
5968
+ "she's",
5969
+ "sheer",
5970
+ "sheikh",
5971
+ "sheng",
5972
+ "she\u2019s",
5973
+ "shi",
5974
+ "shift",
5975
+ "shifting",
5976
+ "shipped",
5977
+ "shockwaves",
5978
+ "shop",
5979
+ "short",
5980
+ "shortage",
5981
+ "shortages",
5982
+ "shortcomings",
5983
+ "should",
5984
+ "show",
5985
+ "showcase",
5986
+ "showcased",
5987
+ "showcasing",
5988
+ "showed",
5989
+ "showing",
5990
+ "shown",
5991
+ "shows",
5992
+ "shrank",
5993
+ "shut",
5994
+ "shutting",
5995
+ "sia",
5996
+ "sic",
5997
+ "sickle",
5998
+ "side",
5999
+ "sidelines",
6000
+ "signal",
6001
+ "signaled",
6002
+ "signaling",
6003
+ "signalled",
6004
+ "signals",
6005
+ "signed",
6006
+ "significance",
6007
+ "significant",
6008
+ "significantly",
6009
+ "signs",
6010
+ "sil",
6011
+ "silicon",
6012
+ "sim",
6013
+ "similar",
6014
+ "similarly",
6015
+ "simple",
6016
+ "simply",
6017
+ "simultaneously",
6018
+ "since",
6019
+ "sinchai",
6020
+ "singh",
6021
+ "single",
6022
+ "sis",
6023
+ "sisters",
6024
+ "site",
6025
+ "sites",
6026
+ "sitharaman",
6027
+ "sitting",
6028
+ "situ",
6029
+ "situated",
6030
+ "situation",
6031
+ "situations",
6032
+ "sixth",
6033
+ "sizable",
6034
+ "size",
6035
+ "skilled",
6036
+ "skills",
6037
+ "sks",
6038
+ "slightly",
6039
+ "slipped",
6040
+ "slow",
6041
+ "slowdown",
6042
+ "slower",
6043
+ "sluggish",
6044
+ "slumped",
6045
+ "sly",
6046
+ "small",
6047
+ "smaller",
6048
+ "smart",
6049
+ "sms",
6050
+ "smw",
6051
+ "snap",
6052
+ "so",
6053
+ "soared",
6054
+ "social",
6055
+ "societal",
6056
+ "society",
6057
+ "soil",
6058
+ "sold",
6059
+ "solid",
6060
+ "solutions",
6061
+ "some",
6062
+ "somethin",
6063
+ "somethin'",
6064
+ "something",
6065
+ "somethin\u2019",
6066
+ "sometimes",
6067
+ "somewhat",
6068
+ "son",
6069
+ "soon",
6070
+ "sophisticated",
6071
+ "sought",
6072
+ "soundness",
6073
+ "source",
6074
+ "sources",
6075
+ "sourcing",
6076
+ "sown",
6077
+ "space",
6078
+ "spdr",
6079
+ "speak",
6080
+ "speaking",
6081
+ "special",
6082
+ "specific",
6083
+ "specifically",
6084
+ "spectrum",
6085
+ "speed",
6086
+ "spend",
6087
+ "spenders",
6088
+ "spending",
6089
+ "spi",
6090
+ "spike",
6091
+ "spinners",
6092
+ "spinning",
6093
+ "spoke",
6094
+ "sponsored",
6095
+ "spread",
6096
+ "spree",
6097
+ "sps",
6098
+ "spurs",
6099
+ "square",
6100
+ "srivastava",
6101
+ "srs",
6102
+ "ss.",
6103
+ "sse",
6104
+ "sso",
6105
+ "st",
6106
+ "st.",
6107
+ "stabilise",
6108
+ "stability",
6109
+ "stabilize",
6110
+ "stable",
6111
+ "staff",
6112
+ "stage",
6113
+ "stages",
6114
+ "stagnant",
6115
+ "stake",
6116
+ "stakeholder",
6117
+ "stakeholders",
6118
+ "stakes",
6119
+ "stalin",
6120
+ "stance",
6121
+ "stand",
6122
+ "standard",
6123
+ "standardised",
6124
+ "standardized",
6125
+ "standards",
6126
+ "standout",
6127
+ "stark",
6128
+ "start",
6129
+ "started",
6130
+ "starting",
6131
+ "starts",
6132
+ "startups",
6133
+ "state",
6134
+ "statebihar",
6135
+ "stated",
6136
+ "states",
6137
+ "statistical",
6138
+ "statistics",
6139
+ "stats",
6140
+ "status",
6141
+ "stay",
6142
+ "staying",
6143
+ "steadily",
6144
+ "steady",
6145
+ "steel",
6146
+ "step",
6147
+ "stepping",
6148
+ "steps",
6149
+ "stick",
6150
+ "still",
6151
+ "stock",
6152
+ "stocks",
6153
+ "stone",
6154
+ "stop",
6155
+ "storage",
6156
+ "storey",
6157
+ "story",
6158
+ "straight",
6159
+ "strategic",
6160
+ "strategically",
6161
+ "strategies",
6162
+ "strategy",
6163
+ "straw",
6164
+ "streaming",
6165
+ "streamlined",
6166
+ "streams",
6167
+ "street",
6168
+ "strength",
6169
+ "strengthen",
6170
+ "strengthened",
6171
+ "strengthening",
6172
+ "strengths",
6173
+ "stress",
6174
+ "strictly",
6175
+ "stringent",
6176
+ "stripped",
6177
+ "strives",
6178
+ "strong",
6179
+ "stronger",
6180
+ "strongest",
6181
+ "strongly",
6182
+ "structure",
6183
+ "sts",
6184
+ "stubble",
6185
+ "student",
6186
+ "students",
6187
+ "study",
6188
+ "stunted",
6189
+ "sub",
6190
+ "subindex",
6191
+ "subindexes",
6192
+ "subject",
6193
+ "subjects",
6194
+ "submitted",
6195
+ "subsector",
6196
+ "subsidiary",
6197
+ "subsidies",
6198
+ "substantially",
6199
+ "success",
6200
+ "successes",
6201
+ "successful",
6202
+ "such",
6203
+ "sudden",
6204
+ "sue",
6205
+ "suffering",
6206
+ "suffers",
6207
+ "sufficient",
6208
+ "suggest",
6209
+ "suggested",
6210
+ "suggests",
6211
+ "suisse",
6212
+ "suitable",
6213
+ "sum",
6214
+ "summit",
6215
+ "supervision",
6216
+ "supplement",
6217
+ "supplementary",
6218
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6219
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6220
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6221
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6222
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6223
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6224
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6225
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6226
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6227
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6228
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6229
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6230
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6231
+ "sus",
6232
+ "suspicious",
6233
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6234
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6235
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6236
+ "sustained",
6237
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6238
+ "sustenance",
6239
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6240
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6241
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6242
+ "svb",
6243
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6244
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6245
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6246
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6247
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6248
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6250
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6252
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6258
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6260
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6261
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6262
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6264
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6265
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6266
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6268
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6269
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6270
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6271
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6273
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6274
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6275
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6276
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6277
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6278
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6279
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6280
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6281
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6282
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6283
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6284
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6285
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6286
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6287
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6288
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6289
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6290
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6291
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6292
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6293
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6294
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6295
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6296
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6297
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6298
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6299
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6300
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6301
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6302
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6303
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6304
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6305
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6306
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6307
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6308
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6310
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6311
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6312
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6313
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6314
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6315
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6316
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6317
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6318
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6319
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6320
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6321
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6322
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6323
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6324
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6325
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6326
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6327
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6328
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6329
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6330
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6331
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6332
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6333
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6334
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6335
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6336
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6337
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6338
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6339
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6340
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6342
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6343
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6344
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6345
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6346
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6347
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6348
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6349
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6350
+ "thirds",
6351
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6352
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6353
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6354
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6355
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6356
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6357
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6358
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6359
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6360
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6361
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6362
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6363
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6364
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6365
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6366
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6367
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6368
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6369
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6370
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6371
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6372
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6373
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6374
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6375
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6376
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6377
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6378
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6379
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6380
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6381
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6382
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6383
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6384
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6385
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6386
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6387
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6388
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6389
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6390
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6391
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6392
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6393
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6394
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6395
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6396
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6397
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6398
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6399
+ "tolerance",
6400
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6401
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6402
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6403
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6404
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6405
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6406
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6407
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6408
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6409
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6410
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6411
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6412
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6413
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6414
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6415
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6416
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6417
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6418
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6419
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6420
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6421
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6422
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6423
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6424
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6425
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6426
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6427
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6428
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6429
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6430
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6431
+ "trades",
6432
+ "trading",
6433
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6434
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6435
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6436
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6437
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6438
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6439
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6440
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6441
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6442
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6443
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6444
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6445
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6446
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6447
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6448
+ "translational",
6449
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6450
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6451
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6452
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6453
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6454
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6455
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6456
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6457
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6458
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6459
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6460
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6461
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6462
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6463
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6464
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6465
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6466
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6467
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6468
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6469
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6470
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6471
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6472
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6473
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6474
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6475
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6476
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6477
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6478
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6479
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6480
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6481
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6482
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6483
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6484
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6485
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6486
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6487
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6488
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6489
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6490
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6491
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6492
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6493
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6494
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6495
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6496
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6497
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6498
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6499
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6500
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6501
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6502
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6503
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6504
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6505
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6506
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6507
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6508
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6509
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6510
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6511
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6512
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6513
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6514
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6515
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6516
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6517
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6518
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6519
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6520
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6521
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6522
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6523
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6524
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6525
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6526
+ "un.",
6527
+ "unaffected",
6528
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6529
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6530
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6531
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6532
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6533
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6534
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6535
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6536
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6537
+ "underscored",
6538
+ "underscores",
6539
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6540
+ "understand",
6541
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6542
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6543
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6544
+ "underutilizing",
6545
+ "underweight",
6546
+ "undoubtedly",
6547
+ "une",
6548
+ "unequivocal",
6549
+ "unfavorable",
6550
+ "unfavourable",
6551
+ "ung",
6552
+ "unhealthy",
6553
+ "uniformly",
6554
+ "union",
6555
+ "unique",
6556
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6557
+ "units",
6558
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6559
+ "universe",
6560
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6561
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6562
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6563
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6564
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6565
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6566
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6567
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6568
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6569
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6570
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6571
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6572
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6573
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6574
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6575
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6576
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6577
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6578
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6579
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6580
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6581
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6582
+ "urban",
6583
+ "urbanization",
6584
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6585
+ "urgent",
6586
+ "urn",
6587
+ "urs",
6588
+ "urt",
6589
+ "uru",
6590
+ "us",
6591
+ "us$",
6592
+ "usa",
6593
+ "usage",
6594
+ "usamah",
6595
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6596
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6597
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6598
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6599
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6600
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6601
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6602
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6603
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6604
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6605
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6606
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6607
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6608
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6610
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6611
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6612
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6613
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6614
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6615
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6616
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6617
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6618
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6619
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6620
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6621
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6622
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6623
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6624
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6625
+ "va.",
6626
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6627
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6628
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6629
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6630
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6631
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6632
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6633
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6634
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6635
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6636
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6637
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6638
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6639
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6640
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6641
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6642
+ "vedanta",
6643
+ "vehicle",
6644
+ "vehicles",
6645
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6646
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6647
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6648
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6649
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6650
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6651
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6652
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6653
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6654
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6655
+ "vey",
6656
+ "vgt",
6657
+ "viability",
6658
+ "viable",
6659
+ "vibrant",
6660
+ "vice",
6661
+ "vid",
6662
+ "video",
6663
+ "view",
6664
+ "viewed",
6665
+ "vigorous",
6666
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6667
+ "villagers",
6668
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6669
+ "virtual",
6670
+ "virudhunagar",
6671
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6672
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6673
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6674
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6675
+ "vision",
6676
+ "visitors",
6677
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6678
+ "vitara",
6679
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6680
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6681
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6682
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6683
+ "volatile",
6684
+ "volatility",
6685
+ "volume",
6686
+ "volumes",
6687
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6688
+ "vs.",
6689
+ "vulnerabilities",
6690
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6691
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6692
+ "w.",
6693
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6694
+ "wages",
6695
+ "wake",
6696
+ "walgreens",
6697
+ "waning",
6698
+ "want",
6699
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6700
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6701
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6702
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6703
+ "warren",
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+ "was",
6705
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6706
+ "wash.",
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6710
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6711
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6712
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6713
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6714
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6715
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6716
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6717
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6718
+ "weaving",
6719
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6720
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6721
+ "website",
6722
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6723
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6724
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6725
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6726
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6727
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6729
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6730
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6731
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6732
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6733
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6734
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6735
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6736
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6737
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6738
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6739
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6740
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6741
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6742
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6743
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6744
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6745
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6746
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6747
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6748
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6749
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6750
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6751
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6758
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6759
+ "whole",
6760
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6761
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6762
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6763
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6764
+ "why",
6765
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6766
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6767
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6768
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6769
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6770
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6771
+ "will",
6772
+ "willing",
6773
+ "winning",
6774
+ "wipro",
6775
+ "wireless",
6776
+ "wis",
6777
+ "wis.",
6778
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6779
+ "withdrawing",
6780
+ "within",
6781
+ "without",
6782
+ "withstand",
6783
+ "witness",
6784
+ "witnessing",
6785
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6786
+ "wo",
6787
+ "wolfgang",
6788
+ "wonder",
6789
+ "words",
6790
+ "work",
6791
+ "worker",
6792
+ "workers",
6793
+ "workforce",
6794
+ "working",
6795
+ "works",
6796
+ "workshops",
6797
+ "world",
6798
+ "worldwide",
6799
+ "worry",
6800
+ "worsens",
6801
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6802
+ "would",
6803
+ "write",
6804
+ "writer",
6805
+ "wrote",
6806
+ "wth",
6807
+ "w\u2019s",
6808
+ "x",
6809
+ "x&x",
6810
+ "x&x.",
6811
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6812
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6813
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6814
+ "x.",
6815
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6816
+ "x.d",
6817
+ "x.x",
6818
+ "x.x.",
6819
+ "x/x",
6820
+ "xD",
6821
+ "xDD",
6822
+ "xX",
6823
+ "xXX",
6824
+ "xXxxxx",
6825
+ "x_X",
6826
+ "x_d",
6827
+ "x_x",
6828
+ "xam",
6829
+ "xd",
6830
+ "xdd",
6831
+ "xdxxdd",
6832
+ "xed",
6833
+ "xes",
6834
+ "xl6",
6835
+ "xlk",
6836
+ "xth",
6837
+ "xx",
6838
+ "xx'",
6839
+ "xx'x",
6840
+ "xx'xx",
6841
+ "xx-",
6842
+ "xx.",
6843
+ "xx.d.dd",
6844
+ "xx.dddd",
6845
+ "xxd",
6846
+ "xxd.d",
6847
+ "xxdd",
6848
+ "xxddx",
6849
+ "xxdxxxx",
6850
+ "xxx",
6851
+ "xxx'x",
6852
+ "xxx.",
6853
+ "xxx.xxxx",
6854
+ "xxx/xx",
6855
+ "xxx?Xxxxx",
6856
+ "xxx?xxxx",
6857
+ "xxxd",
6858
+ "xxxx",
6859
+ "xxxx'",
6860
+ "xxxx'x",
6861
+ "xxxx(xxxx",
6862
+ "xxxx).Xxxx",
6863
+ "xxxx).d",
6864
+ "xxxx).xxxx",
6865
+ "xxxx,d",
6866
+ "xxxx-",
6867
+ "xxxx-dd",
6868
+ "xxxx./xxx",
6869
+ "xxxx.d",
6870
+ "xxxx.x",
6871
+ "xxxx?xxx",
6872
+ "xxxxXx",
6873
+ "xxxxXxx",
6874
+ "xxxxXxxxx",
6875
+ "xxxxd",
6876
+ "xxxxdxxxx",
6877
+ "xxxx\u2019",
6878
+ "xxxx\u2019x",
6879
+ "xxx\u2019x",
6880
+ "xx\u2019",
6881
+ "xx\u2019x",
6882
+ "xx\u2019xx",
6883
+ "x\u2019",
6884
+ "x\u2019x",
6885
+ "x\u2019xxxx",
6886
+ "x\ufe35x",
6887
+ "y",
6888
+ "y'",
6889
+ "y's",
6890
+ "y.",
6891
+ "y22",
6892
+ "y24",
6893
+ "yal",
6894
+ "yam",
6895
+ "yarn",
6896
+ "yas",
6897
+ "yat",
6898
+ "year",
6899
+ "years",
6900
+ "yed",
6901
+ "yer",
6902
+ "yes",
6903
+ "yet",
6904
+ "yields",
6905
+ "yms",
6906
+ "yog",
6907
+ "yogi",
6908
+ "yojana",
6909
+ "you",
6910
+ "ype",
6911
+ "yst",
6912
+ "ytd",
6913
+ "y\u2019",
6914
+ "y\u2019s",
6915
+ "z",
6916
+ "z.",
6917
+ "zakir",
6918
+ "zed",
6919
+ "zero",
6920
+ "zes",
6921
+ "zon",
6922
+ "zone",
6923
+ "zones",
6924
+ "zoramthanga",
6925
+ "zov",
6926
+ "|",
6927
+ "}",
6928
+ "\u00a0",
6929
+ "\u00ac",
6930
+ "\u00ac_\u00ac",
6931
+ "\u00af",
6932
+ "\u00af\\(x)/\u00af",
6933
+ "\u00af\\(\u30c4)/\u00af",
6934
+ "\u00b0",
6935
+ "\u00b0C.",
6936
+ "\u00b0F.",
6937
+ "\u00b0K.",
6938
+ "\u00b0X.",
6939
+ "\u00b0c.",
6940
+ "\u00b0f.",
6941
+ "\u00b0k.",
6942
+ "\u00b0x.",
6943
+ "\u00e0",
6944
+ "\u00e4",
6945
+ "\u00e4.",
6946
+ "\u00f6",
6947
+ "\u00f6.",
6948
+ "\u00fc",
6949
+ "\u00fc.",
6950
+ "\u0ca0",
6951
+ "\u0ca0_\u0ca0",
6952
+ "\u0ca0\ufe35\u0ca0",
6953
+ "\u2013",
6954
+ "\u2014",
6955
+ "\u2018",
6956
+ "\u2018S",
6957
+ "\u2018X",
6958
+ "\u2018s",
6959
+ "\u2018x",
6960
+ "\u2019",
6961
+ "\u2019-(",
6962
+ "\u2019-)",
6963
+ "\u2019Cause",
6964
+ "\u2019Cos",
6965
+ "\u2019Coz",
6966
+ "\u2019Cuz",
6967
+ "\u2019S",
6968
+ "\u2019X",
6969
+ "\u2019Xxx",
6970
+ "\u2019Xxxxx",
6971
+ "\u2019am",
6972
+ "\u2019bout",
6973
+ "\u2019cause",
6974
+ "\u2019cos",
6975
+ "\u2019coz",
6976
+ "\u2019cuz",
6977
+ "\u2019d",
6978
+ "\u2019em",
6979
+ "\u2019ll",
6980
+ "\u2019m",
6981
+ "\u2019nuff",
6982
+ "\u2019re",
6983
+ "\u2019s",
6984
+ "\u2019ve",
6985
+ "\u2019x",
6986
+ "\u2019xx",
6987
+ "\u2019xxx",
6988
+ "\u2019xxxx",
6989
+ "\u2019y",
6990
+ "\u2019\u2019",
6991
+ "\u201c",
6992
+ "\u201cThe",
6993
+ "\u201cXxx",
6994
+ "\u201cthe",
6995
+ "\u201cxxx",
6996
+ "\u201d",
6997
+ "\u201dFinance",
6998
+ "\u201dSince",
6999
+ "\u201dXxxxx",
7000
+ "\u201dfinance",
7001
+ "\u201dsince",
7002
+ "\u201dxxxx",
7003
+ "\u2501",
7004
+ "\u253b",
7005
+ "\u253b\u2501\u253b",
7006
+ "\u256f",
7007
+ "\u25a1",
7008
+ "\ufe35",
7009
+ "\uff09"
7010
+ ]
vocab/vectors ADDED
Binary file (128 Bytes). View file
 
vocab/vectors.cfg ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ {
2
+ "mode":"default"
3
+ }