From aa7ad76433f6149532ccae74741eb56499f65b86 Mon Sep 17 00:00:00 2001
From: ruben-dedoncker <ruben.dedoncker@bee-relevant.com>
Date: Fri, 6 Jan 2023 17:26:01 +0100
Subject: [PATCH] Update to spacy 3.4

---
 pyresparser/config.cfg             |    143 +
 pyresparser/create_spacy_corpus.py |    117 +
 pyresparser/data/dev.spacy         |    Bin 0 -> 1302159 bytes
 pyresparser/data/train.spacy       |    Bin 0 -> 4550434 bytes
 pyresparser/meta.json              |    165 +-
 pyresparser/ner/cfg                |     18 +-
 pyresparser/ner/model              |    Bin 4027425 -> 150389 bytes
 pyresparser/ner/moves              |      2 +-
 pyresparser/requirements.txt       |      2 +-
 pyresparser/tok2vec/cfg            |      3 +
 pyresparser/tok2vec/model          |    Bin 0 -> 6139229 bytes
 pyresparser/tokenizer              |      7 +-
 pyresparser/utils.py               |      2 +-
 pyresparser/vocab/lexemes.bin      |    Bin 992736 -> 0 bytes
 pyresparser/vocab/lookups.bin      |      1 +
 pyresparser/vocab/strings.json     | 146023 +++++++++++++++++++-------
 pyresparser/vocab/vectors.cfg      |      3 +
 17 files changed, 106993 insertions(+), 39493 deletions(-)
 create mode 100644 pyresparser/config.cfg
 create mode 100644 pyresparser/create_spacy_corpus.py
 create mode 100644 pyresparser/data/dev.spacy
 create mode 100644 pyresparser/data/train.spacy
 create mode 100644 pyresparser/tok2vec/cfg
 create mode 100644 pyresparser/tok2vec/model
 delete mode 100644 pyresparser/vocab/lexemes.bin
 create mode 100644 pyresparser/vocab/lookups.bin
 create mode 100644 pyresparser/vocab/vectors.cfg

diff --git a/pyresparser/config.cfg b/pyresparser/config.cfg
new file mode 100644
index 0000000..67a9b8d
--- /dev/null
+++ b/pyresparser/config.cfg
@@ -0,0 +1,143 @@
+[paths]
+train = "./data/train.spacy"
+dev = "./data/dev.spacy"
+vectors = null
+init_tok2vec = null
+
+[system]
+gpu_allocator = null
+seed = 0
+
+[nlp]
+lang = "en"
+pipeline = ["tok2vec","ner"]
+batch_size = 1000
+disabled = []
+before_creation = null
+after_creation = null
+after_pipeline_creation = null
+tokenizer = {"@tokenizers":"spacy.Tokenizer.v1"}
+
+[components]
+
+[components.ner]
+factory = "ner"
+incorrect_spans_key = null
+moves = null
+scorer = {"@scorers":"spacy.ner_scorer.v1"}
+update_with_oracle_cut_size = 100
+
+[components.ner.model]
+@architectures = "spacy.TransitionBasedParser.v2"
+state_type = "ner"
+extra_state_tokens = false
+hidden_width = 64
+maxout_pieces = 2
+use_upper = true
+nO = null
+
+[components.ner.model.tok2vec]
+@architectures = "spacy.Tok2VecListener.v1"
+width = ${components.tok2vec.model.encode.width}
+upstream = "*"
+
+[components.tok2vec]
+factory = "tok2vec"
+
+[components.tok2vec.model]
+@architectures = "spacy.Tok2Vec.v2"
+
+[components.tok2vec.model.embed]
+@architectures = "spacy.MultiHashEmbed.v2"
+width = 96
+attrs = ["NORM","PREFIX","SUFFIX","SHAPE","SPACY"]
+rows = [5000,1000,2500,2500,50]
+include_static_vectors = false
+
+[components.tok2vec.model.encode]
+@architectures = "spacy.MaxoutWindowEncoder.v2"
+width = 96
+depth = 4
+window_size = 1
+maxout_pieces = 3
+
+[corpora]
+
+[corpora.dev]
+@readers = "spacy.Corpus.v1"
+path = ${paths.dev}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[corpora.train]
+@readers = "spacy.Corpus.v1"
+path = ${paths.train}
+max_length = 0
+gold_preproc = false
+limit = 0
+augmenter = null
+
+[training]
+dev_corpus = "corpora.dev"
+train_corpus = "corpora.train"
+seed = ${system.seed}
+gpu_allocator = ${system.gpu_allocator}
+dropout = 0.2
+accumulate_gradient = 1
+patience = 1600
+max_epochs = 0
+max_steps = 20000
+eval_frequency = 200
+frozen_components = []
+annotating_components = []
+before_to_disk = null
+
+[training.batcher]
+@batchers = "spacy.batch_by_words.v1"
+discard_oversize = false
+tolerance = 0.2
+get_length = null
+
+[training.batcher.size]
+@schedules = "compounding.v1"
+start = 100
+stop = 1000
+compound = 1.001
+t = 0.0
+
+[training.logger]
+@loggers = "spacy.ConsoleLogger.v1"
+progress_bar = false
+
+[training.optimizer]
+@optimizers = "Adam.v1"
+beta1 = 0.9
+beta2 = 0.999
+L2_is_weight_decay = true
+L2 = 0.01
+grad_clip = 1.0
+use_averages = false
+eps = 0.00000001
+learn_rate = 0.001
+
+[training.score_weights]
+ents_f = 1.0
+ents_p = 0.0
+ents_r = 0.0
+ents_per_type = null
+
+[pretraining]
+
+[initialize]
+vectors = ${paths.vectors}
+init_tok2vec = ${paths.init_tok2vec}
+vocab_data = null
+lookups = null
+before_init = null
+after_init = null
+
+[initialize.components]
+
+[initialize.tokenizer]
\ No newline at end of file
diff --git a/pyresparser/create_spacy_corpus.py b/pyresparser/create_spacy_corpus.py
new file mode 100644
index 0000000..6beb56d
--- /dev/null
+++ b/pyresparser/create_spacy_corpus.py
@@ -0,0 +1,117 @@
+import html
+import json
+import logging
+import os
+import os.path as pth
+import re
+import spacy
+
+from sklearn.model_selection import train_test_split
+from spacy.util import filter_spans
+from spacy.tokens import DocBin
+from tqdm import tqdm
+
+logging.basicConfig(level=logging.INFO)
+
+def trim_entity_spans(data: list) -> list:
+    """Removes leading and trailing white spaces from entity spans.
+
+    Args:
+        data (list): The data to be cleaned in spaCy JSON format.
+
+    Returns:
+        list: The cleaned data.
+    """
+    invalid_span_tokens = re.compile(r'\s')
+
+    cleaned_data = []
+    for text, annotations in data:
+        entities = annotations['entities']
+        valid_entities = []
+        for start, end, label in entities:
+            valid_start = start
+            valid_end = end
+            while valid_start < valid_end and invalid_span_tokens.match(
+                    text[valid_start]):
+                valid_start += 1
+            while valid_end > valid_start and invalid_span_tokens.match(
+                    text[valid_end - 1]):
+                valid_end -= 1
+            if valid_start == valid_end:
+                continue
+            valid_entities.append([valid_start, valid_end, label])
+        cleaned_data.append([text, {'entities': valid_entities}])
+
+    return cleaned_data
+
+
+def convert_dataturks_to_spacy(dataturks_JSON_FilePath):
+    try:
+        training_data = []
+        lines = []
+        with open(dataturks_JSON_FilePath, 'r', encoding="utf8") as f:
+            lines = f.readlines()
+
+        for line in lines:
+            data = json.loads(line)
+            text = html.unescape(data['content'])
+            entities = []
+            if data['annotation'] is not None:
+                for annotation in data['annotation']:
+                    # only a single point in text annotation.
+                    point = annotation['points'][0]
+                    labels = annotation['label']
+                    # handle both list of labels or a single label.
+                    if not isinstance(labels, list):
+                        labels = [labels]
+
+                    for label in labels:
+                        # dataturks indices are both inclusive [start, end]
+                        # but spacy is not [start, end)
+                        entities.append((
+                            point['start'],
+                            point['end'] + 1,
+                            label
+                        ))
+
+            training_data.append((text, {"entities": entities}))
+        return training_data
+    except Exception:
+        logging.exception("Unable to process " + dataturks_JSON_FilePath)
+        return None
+
+
+def get_train_data(path: str = "traindata.json"):
+    return trim_entity_spans(convert_dataturks_to_spacy(path))
+
+
+def save_as_spacy_corpus(
+    data: list, dest: str = '', dev_size: float = 0.20) -> list:
+    os.makedirs(dest, exist_ok=True)
+    nlp = spacy.load('en_core_web_sm')
+    db_train = DocBin()
+    db_dev = DocBin()
+    docs = []
+    for text, entities in tqdm(data, desc='Processing resumes'):
+        spans = []
+        doc = nlp(text)
+        for start, end, label in entities['entities']:
+            span = doc.char_span(start, end, label)
+            if span is None:
+                continue
+            spans.append(doc.char_span(start, end, label))
+        doc.set_ents(filter_spans(spans))
+        docs.append(doc)
+    train, dev, _, _ = train_test_split(docs, docs, test_size=dev_size)
+    for doc in train:
+        db_train.add(doc)
+    for doc in dev:
+        db_dev.add(doc)
+    db_train.to_disk(pth.join(dest, f'train.spacy'))
+    db_dev.to_disk(pth.join(dest, f'dev.spacy'))
+        
+
+if __name__ == "__main__":
+    logging.info('Loading dataturks data...')
+    data = get_train_data(pth.join(pth.dirname(__file__), 'traindata.json'))
+    save_as_spacy_corpus(data, dest=pth.join(pth.dirname(__file__), 'data'))
diff --git a/pyresparser/data/dev.spacy b/pyresparser/data/dev.spacy
new file mode 100644
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diff --git a/pyresparser/meta.json b/pyresparser/meta.json
index 90e5b37..94c544c 100644
--- a/pyresparser/meta.json
+++ b/pyresparser/meta.json
@@ -1 +1,164 @@
-{"lang":"en","name":"training","version":"0.0.0","spacy_version":">=2.1.4","description":"","author":"","email":"","url":"","license":"","vectors":{"width":0,"vectors":0,"keys":0,"name":"spacy_pretrained_vectors"},"pipeline":["ner"]}
\ No newline at end of file
+{
+  "lang":"en",
+  "name":"pipeline",
+  "version":"0.0.0",
+  "spacy_version":">=3.4.1,<3.5.0",
+  "description":"",
+  "author":"",
+  "email":"",
+  "url":"",
+  "license":"",
+  "spacy_git_version":"Unknown",
+  "vectors":{
+    "width":0,
+    "vectors":0,
+    "keys":0,
+    "name":null,
+    "mode":"default"
+  },
+  "labels":{
+    "tok2vec":[
+
+    ],
+    "ner":[
+      "Address",
+      "Can Relocate to",
+      "Certifications",
+      "College",
+      "College Name",
+      "Companies worked at",
+      "Degree",
+      "Designation",
+      "Email Address",
+      "Graduation Year",
+      "Links",
+      "Location",
+      "Name",
+      "Relocate to",
+      "Rewards and Achievements",
+      "Skills",
+      "UNKNOWN",
+      "University",
+      "Years of Experience",
+      "des",
+      "links",
+      "projects",
+      "state"
+    ]
+  },
+  "pipeline":[
+    "tok2vec",
+    "ner"
+  ],
+  "components":[
+    "tok2vec",
+    "ner"
+  ],
+  "disabled":[
+
+  ],
+  "performance":{
+    "ents_f":0.6448757235,
+    "ents_p":0.6862318841,
+    "ents_r":0.6082209377,
+    "ents_per_type":{
+      "Name":{
+        "p":0.987804878,
+        "r":0.9418604651,
+        "f":0.9642857143
+      },
+      "Location":{
+        "p":0.619047619,
+        "r":0.7090909091,
+        "f":0.6610169492
+      },
+      "Email Address":{
+        "p":0.8902439024,
+        "r":0.9480519481,
+        "f":0.9182389937
+      },
+      "Designation":{
+        "p":0.7548638132,
+        "r":0.6807017544,
+        "f":0.7158671587
+      },
+      "Companies worked at":{
+        "p":0.7297297297,
+        "r":0.6237623762,
+        "f":0.6725978648
+      },
+      "Degree":{
+        "p":0.8265306122,
+        "r":0.786407767,
+        "f":0.8059701493
+      },
+      "College Name":{
+        "p":0.6391752577,
+        "r":0.6391752577,
+        "f":0.6391752577
+      },
+      "Can Relocate to":{
+        "p":0.125,
+        "r":0.1428571429,
+        "f":0.1333333333
+      },
+      "Graduation Year":{
+        "p":0.4285714286,
+        "r":0.447761194,
+        "f":0.4379562044
+      },
+      "Skills":{
+        "p":0.4932432432,
+        "r":0.3668341709,
+        "f":0.4207492795
+      },
+      "Years of Experience":{
+        "p":0.375,
+        "r":0.0483870968,
+        "f":0.0857142857
+      },
+      "Links":{
+        "p":0.5,
+        "r":0.1428571429,
+        "f":0.2222222222
+      },
+      "Rewards and Achievements":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "College":{
+        "p":0.1428571429,
+        "r":0.0588235294,
+        "f":0.0833333333
+      },
+      "abc":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "projects":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "state":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "University":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      },
+      "UNKNOWN":{
+        "p":0.0,
+        "r":0.0,
+        "f":0.0
+      }
+    },
+    "tok2vec_loss":18633.2990519492,
+    "ner_loss":3181.0497292816
+  }
+}
\ No newline at end of file
diff --git a/pyresparser/ner/cfg b/pyresparser/ner/cfg
index ddfce39..6cd11cf 100644
--- a/pyresparser/ner/cfg
+++ b/pyresparser/ner/cfg
@@ -1,13 +1,13 @@
 {
+  "moves":null,
+  "update_with_oracle_cut_size":100,
+  "multitasks":[
+
+  ],
+  "min_action_freq":1,
+  "learn_tokens":false,
   "beam_width":1,
   "beam_density":0.0,
-  "beam_update_prob":1.0,
-  "cnn_maxout_pieces":3,
-  "nr_class":101,
-  "hidden_depth":1,
-  "token_vector_width":96,
-  "hidden_width":64,
-  "maxout_pieces":2,
-  "pretrained_vectors":null,
-  "bilstm_depth":0
+  "beam_update_prob":0.0,
+  "incorrect_spans_key":null
 }
\ No newline at end of file
diff --git a/pyresparser/ner/model b/pyresparser/ner/model
index 3c2436c6c059bc93065a7822a60ac3753c70b728..3f2aa838f8fc5e77683c6d0098c073d62b8d635b 100644
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diff --git a/pyresparser/ner/moves b/pyresparser/ner/moves
index 208d2af..40c64a5 100644
--- a/pyresparser/ner/moves
+++ b/pyresparser/ner/moves
@@ -1 +1 @@
-�¥movesÚ—{"0":{},"1":{"Email Address":-1,"Links":-2,"Skills":-3,"Graduation Year":-4,"College Name":-5,"Degree":-6,"Companies worked at":-7,"Location":-8,"Name":-9,"Designation":-10,"projects":-11,"Years of Experience":-12,"Can Relocate to":-13,"UNKNOWN":-14,"Rewards and Achievements":-15,"Address":-16,"University":-17,"Relocate to":-18,"Certifications":-19,"state":-20,"links":-21,"College":-22,"training":-23,"des":-24,"abc":-25},"2":{"Email Address":-1,"Links":-2,"Skills":-3,"Graduation Year":-4,"College Name":-5,"Degree":-6,"Companies worked at":-7,"Location":-8,"Name":-9,"Designation":-10,"projects":-11,"Years of Experience":-12,"Can Relocate to":-13,"UNKNOWN":-14,"Rewards and Achievements":-15,"Address":-16,"University":-17,"Relocate to":-18,"Certifications":-19,"state":-20,"links":-21,"College":-22,"training":-23,"des":-24,"abc":-25},"3":{"Email Address":-1,"Links":-2,"Skills":-3,"Graduation Year":-4,"College Name":-5,"Degree":-6,"Companies worked at":-7,"Location":-8,"Name":-9,"Designation":-10,"projects":-11,"Years of Experience":-12,"Can Relocate to":-13,"UNKNOWN":-14,"Rewards and Achievements":-15,"Address":-16,"University":-17,"Relocate to":-18,"Certifications":-19,"state":-20,"links":-21,"College":-22,"training":-23,"des":-24,"abc":-25},"4":{"Email Address":-1,"Links":-2,"Skills":-3,"Graduation Year":-4,"College Name":-5,"Degree":-6,"Companies worked at":-7,"Location":-8,"Name":-9,"Designation":-10,"projects":-11,"Years of Experience":-12,"Can Relocate to":-13,"UNKNOWN":-14,"Rewards and Achievements":-15,"Address":-16,"University":-17,"Relocate to":-18,"Certifications":-19,"state":-20,"links":-21,"College":-22,"training":-23,"des":-24,"abc":-25},"5":{"":1}}
\ No newline at end of file
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diff --git a/pyresparser/requirements.txt b/pyresparser/requirements.txt
index caa9a62..af505b3 100644
--- a/pyresparser/requirements.txt
+++ b/pyresparser/requirements.txt
@@ -20,7 +20,7 @@ pytz==2019.1
 requests==2.22.0
 six==1.12.0
 sortedcontainers==2.1.0
-spacy==2.1.4
+spacy>=3.4.0
 srsly==0.0.7
 textract==1.6.1
 thinc==7.0.4
diff --git a/pyresparser/tok2vec/cfg b/pyresparser/tok2vec/cfg
new file mode 100644
index 0000000..0e0dcd2
--- /dev/null
+++ b/pyresparser/tok2vec/cfg
@@ -0,0 +1,3 @@
+{
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+}
\ No newline at end of file
diff --git a/pyresparser/tok2vec/model b/pyresparser/tok2vec/model
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diff --git a/pyresparser/tokenizer b/pyresparser/tokenizer
index 944337d..516a337 100644
--- a/pyresparser/tokenizer
+++ b/pyresparser/tokenizer
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diff --git a/pyresparser/utils.py b/pyresparser/utils.py
index 94ea373..bdf4cdd 100644
--- a/pyresparser/utils.py
+++ b/pyresparser/utils.py
@@ -344,7 +344,7 @@ def extract_name(nlp_text, matcher):
     '''
     pattern = [cs.NAME_PATTERN]
 
-    matcher.add('NAME', None, *pattern)
+    matcher.add('NAME', pattern)
 
     matches = matcher(nlp_text)
 
diff --git a/pyresparser/vocab/lexemes.bin b/pyresparser/vocab/lexemes.bin
deleted file mode 100644
index 6d4dad2f6d224b0866641b2292673c489d379904..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/pyresparser/vocab/lookups.bin b/pyresparser/vocab/lookups.bin
new file mode 100644
index 0000000..5416677
--- /dev/null
+++ b/pyresparser/vocab/lookups.bin
@@ -0,0 +1 @@
+€
\ No newline at end of file
diff --git a/pyresparser/vocab/strings.json b/pyresparser/vocab/strings.json
index e961a51..59977be 100644
--- a/pyresparser/vocab/strings.json
+++ b/pyresparser/vocab/strings.json
@@ -1,39713 +1,106784 @@
 [
-  "\"\"",
-  "#",
-  "$",
-  "''",
-  ",",
-  "-LRB-",
-  "-RRB-",
-  ".",
-  ":",
-  "ADD",
-  "AFX",
-  "BES",
-  "CC",
-  "CD",
-  "DT",
-  "EX",
-  "FW",
-  "GW",
-  "HVS",
-  "HYPH",
-  "IN",
-  "JJ",
-  "JJR",
-  "JJS",
-  "LS",
-  "MD",
-  "NFP",
-  "NIL",
-  "NN",
-  "NNP",
-  "NNPS",
-  "NNS",
-  "PDT",
-  "PRP",
-  "PRP$",
-  "RB",
-  "RBR",
-  "RBS",
-  "RP",
-  "SP",
-  "TO",
-  "UH",
-  "VB",
-  "VBD",
-  "VBG",
-  "VBN",
-  "VBP",
-  "VBZ",
-  "WDT",
-  "WP",
-  "WP$",
-  "WRB",
-  "XX",
-  "_SP",
-  "``",
-  "this",
-  "that",
-  "those",
-  "these",
-  "This",
-  "That",
-  "Those",
-  "These",
-  "if",
-  "as",
-  "because",
-  "of",
-  "for",
-  "before",
-  "in",
-  "while",
-  "after",
-  "since",
-  "like",
-  "with",
-  "so",
-  "to",
-  "by",
-  "on",
-  "about",
-  "than",
-  "whether",
-  "although",
-  "from",
-  "though",
-  "until",
-  "unless",
-  "once",
-  "without",
-  "at",
-  "into",
-  "cause",
-  "over",
-  "upon",
-  "till",
-  "whereas",
-  "beyond",
-  "whilst",
-  "except",
-  "despite",
-  "wether",
-  "then",
-  "but",
-  "becuse",
-  "whie",
-  "below",
-  "against",
-  "it",
-  "w/out",
-  "toward",
-  "albeit",
-  "save",
-  "besides",
-  "becouse",
-  "coz",
-  "til",
-  "ask",
-  "i'd",
-  "out",
-  "near",
-  "seince",
-  "towards",
-  "tho",
-  "sice",
-  "will",
-  "If",
-  "As",
-  "Because",
-  "Of",
-  "For",
-  "Before",
-  "In",
-  "While",
-  "After",
-  "Since",
-  "Like",
-  "With",
-  "So",
-  "To",
-  "By",
-  "On",
-  "About",
-  "Than",
-  "Whether",
-  "Although",
-  "From",
-  "Though",
-  "Until",
-  "Unless",
-  "Once",
-  "Without",
-  "At",
-  "Into",
-  "Cause",
-  "Over",
-  "Upon",
-  "Till",
-  "Whereas",
-  "Beyond",
-  "Whilst",
-  "Except",
-  "Despite",
-  "Wether",
-  "Then",
-  "But",
-  "Becuse",
-  "Whie",
-  "Below",
-  "Against",
-  "It",
-  "W/Out",
-  "Toward",
-  "Albeit",
-  "Save",
-  "Besides",
-  "Becouse",
-  "Coz",
-  "Til",
-  "Ask",
-  "I'D",
-  "Out",
-  "Near",
-  "Seince",
-  "Towards",
-  "Tho",
-  "Sice",
-  "Will",
-  "something",
-  "anyone",
-  "anything",
-  "nothing",
-  "someone",
-  "everything",
-  "everyone",
-  "everybody",
-  "nobody",
-  "somebody",
-  "anybody",
-  "any1",
-  "Something",
-  "Anyone",
-  "Anything",
-  "Nothing",
-  "Someone",
-  "Everything",
-  "Everyone",
-  "Everybody",
-  "Nobody",
-  "Somebody",
-  "Anybody",
-  "Any1",
-  "I",
-  "-PRON-",
-  "me",
-  "you",
-  "he",
-  "him",
-  "she",
-  "her",
-  "we",
-  "us",
-  "they",
-  "them",
-  "mine",
-  "his",
-  "hers",
-  "its",
-  "ours",
-  "yours",
-  "theirs",
-  "myself",
-  "yourself",
-  "himself",
-  "herself",
-  "itself",
-  "themself",
-  "ourselves",
-  "yourselves",
-  "themselves",
-  "Me",
-  "You",
-  "He",
-  "Him",
-  "She",
-  "Her",
-  "We",
-  "Us",
-  "They",
-  "Them",
-  "Mine",
-  "His",
-  "Hers",
-  "Its",
-  "Ours",
-  "Yours",
-  "Theirs",
-  "Myself",
-  "Yourself",
-  "Himself",
-  "Herself",
-  "Itself",
-  "Themself",
-  "Ourselves",
-  "Yourselves",
-  "Themselves",
-  "my",
-  "your",
-  "our",
-  "their",
-  "My",
-  "Your",
-  "Our",
-  "Their",
-  "not",
-  "n't",
-  "nt",
-  "n\u2019t",
-  "Not",
-  "N'T",
-  "Nt",
-  "N\u2019T",
-  "be",
-  "have",
-  "do",
-  "get",
-  "am",
-  "are",
-  "'ve",
-  "Be",
-  "Have",
-  "Do",
-  "Get",
-  "Am",
-  "Are",
-  "'Ve",
-  "been",
-  "Been",
-  "being",
-  "Being",
-  "is",
-  "'re",
-  "'s",
-  "has",
-  "does",
-  "Is",
-  "'Re",
-  "'S",
-  "Has",
-  "Does",
-  "'m",
-  "'",
-  "'d",
-  "'M",
-  "'D",
-  "was",
-  "were",
-  "did",
-  "had",
-  "Was",
-  "Were",
-  "Did",
-  "Had",
   "\t",
-  "en",
+  "\t\t",
+  "\t\u000b",
+  "\t\f",
+  "\t\r",
+  "\t\u001c",
+  "\t\u001d",
+  "\t\u001e",
+  "\t\u001f",
+  "\t ",
+  "\t\u0085",
+  "\t\u0085\u1680",
+  "\t\u00a0",
+  "\t\u1680",
+  "\t\u2001",
+  "\t\u2005",
+  "\t\u2006",
+  "\t\u2007",
+  "\t\u2008",
+  "\t\u2009",
+  "\t\u200a",
+  "\t\u2028",
+  "\t\u205f",
+  "\t\u3000",
   "\n",
+  "\n\t",
+  "\n\n",
+  "\n\n\n",
+  "\n\n\n\n",
+  "\n\n\n\n\n\n\n\n\n",
+  "\n\n\n\u00a0",
+  "\n\n\u00a0",
+  "\n\u000b",
+  "\n\r",
+  "\n\r\t",
+  "\n\u001c",
+  "\n ",
+  "\n\u00a0",
+  "\n\u00a0\n",
+  "\n\u00a0\n\u00a0",
+  "\n\u1680",
+  "\n\u2001",
+  "\n\u2002",
+  "\n\u2003",
+  "\n\u2004",
+  "\n\u2005",
+  "\n\u2006",
+  "\n\u2007",
+  "\n\u2008",
+  "\n\u2009",
+  "\n\u200a",
+  "\n\u2029",
+  "\n\u202f",
+  "\n\u205f",
+  "\n\u3000",
+  "\u000b",
+  "\u000b\n",
+  "\u000b\u000b",
+  "\u000b\f",
+  "\u000b\r",
+  "\u000b ",
+  "\u000b\u0085",
+  "\u000b\u00a0",
+  "\u000b\u1680",
+  "\u000b\u2001",
+  "\u000b\u2002",
+  "\u000b\u2003",
+  "\u000b\u2005",
+  "\u000b\u2005\u2000",
+  "\u000b\u2006",
+  "\u000b\u2007",
+  "\u000b\u2008",
+  "\u000b\u200a",
+  "\u000b\u2028",
+  "\u000b\u2029",
+  "\u000b\u202f",
+  "\u000b\u205f\u2007",
+  "\u000b\u3000",
+  "\f",
+  "\f\t",
+  "\f\n",
+  "\f\r",
+  "\f\u001d",
+  "\f\u001f",
+  "\f ",
+  "\f\u0085",
+  "\f\u00a0",
+  "\f\u1680",
+  "\f\u2001",
+  "\f\u2002 ",
+  "\f\u2003",
+  "\f\u2007",
+  "\f\u2008",
+  "\f\u200a",
+  "\f\u200a\u2004",
+  "\f\u2028",
+  "\f\u2028\u200a\u2004",
+  "\f\u2029",
+  "\f\u202f",
+  "\f\u205f",
+  "\f\u3000",
+  "\r",
+  "\r\t",
+  "\r\n",
+  "\r\u000b",
+  "\r\f",
+  "\r\u001c",
+  "\r ",
+  "\r\u0085",
+  "\r\u00a0",
+  "\r\u1680",
+  "\r\u2000",
+  "\r\u2001",
+  "\r\u2002",
+  "\r\u2004",
+  "\r\u2005",
+  "\r\u2007",
+  "\r\u2008",
+  "\r\u2028",
+  "\r\u2029",
+  "\r\u205f",
+  "\r\u3000",
+  "\u001c",
+  "\u001c\f",
+  "\u001c\r",
+  "\u001c\u001d",
+  "\u001c\u001e",
+  "\u001c\u001f",
+  "\u001c ",
+  "\u001c\u0085",
+  "\u001c\u00a0",
+  "\u001c\u1680",
+  "\u001c\u2000",
+  "\u001c\u2001",
+  "\u001c\u2003",
+  "\u001c\u2006",
+  "\u001c\u2007",
+  "\u001c\u2008",
+  "\u001c\u2008\u2000",
+  "\u001c\u2009",
+  "\u001c\u2028",
+  "\u001c\u202f",
+  "\u001c\u205f",
+  "\u001c\u3000",
+  "\u001d",
+  "\u001d\n",
+  "\u001d\u000b",
+  "\u001d\r",
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+  "Aadhaar",
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+  "Aaron",
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+  "Abbott",
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+  "Abda",
+  "Abdallah",
+  "Abdel",
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+  "Abdulaziz",
+  "Abdulkarim",
+  "Abdullah",
+  "Abdun",
+  "Abe",
+  "Abed",
+  "Abel",
+  "Abendgarderobe",
+  "Aberdeen",
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+  "Abhijeet",
+  "Abhishek",
+  "Abi",
+  "Abiathar",
+  "Abid",
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+  "Abkhazia",
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+  "Abuja",
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+  "Academia",
+  "Academic",
+  "Academically",
+  "Academics",
+  "Academy",
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+  "Acc",
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+  "Accept",
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+  "Accepted",
+  "Accepting",
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+  "Accessibility",
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+  "Accidental",
+  "Acclaim",
+  "Accolades",
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+  "Accompany",
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+  "Accreditations",
+  "Accruals",
+  "Accrued",
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+  "Accurately",
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+  "Ace",
+  "Aceh",
+  "Acelor",
+  "AcelorMittal",
+  "Acer",
+  "Achaia",
+  "Achaicus",
+  "Achar",
+  "Acharya",
+  "Acheviments",
+  "Achieve",
+  "Achieved",
+  "Achievement",
+  "Achievements",
+  "Achievements:-",
+  "Achiever",
+  "Achieving",
+  "Achille",
+  "Achilles",
+  "Achim",
+  "Achish",
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+  "Acquired",
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+  "Acquisition",
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+  "Acrobat",
+  "Acron",
+  "Acronod",
+  "Acrophobia",
+  "Across",
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+  "Actasthepointofcontactandcommunicate",
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+  "All-Powerful",
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+  "Barcalounger",
+  "Barcelona",
+  "Barclay",
+  "Barclaycard",
+  "Barclays",
+  "Barco",
+  "Bard",
+  "Bard/",
+  "Barddhaman",
+  "Bardo",
+  "Bardolia",
+  "Bare",
+  "Bareilly",
+  "Barell",
+  "Barely",
+  "Barent",
+  "Barents",
+  "Barfield",
+  "Bargain",
+  "Barge",
+  "Bargen",
+  "Barghouthi",
+  "Barhalganj",
+  "Barham",
+  "Bari",
+  "Bariche",
+  "Barida",
+  "Barilla",
+  "Baring",
+  "Barings",
+  "Bario",
+  "Baris",
+  "Barisque",
+  "Barjesus",
+  "Barkat",
+  "Barkatullah",
+  "BarkatullahUniversity",
+  "Barkindo",
+  "Barkley",
+  "Barksdale",
+  "Barletta",
+  "Barlow",
+  "Barlows",
+  "Barn-",
+  "Barnabas",
+  "Barnard",
+  "Barnes",
+  "Barnett",
+  "Barnetts",
+  "Barney",
+  "Barneys",
+  "Barnicle",
+  "Barns",
+  "Barnstorm",
+  "Baroda",
+  "Barodra",
+  "Baron",
+  "Barr",
+  "Barrackpore",
+  "Barrah",
+  "Barre",
+  "Barred",
+  "Barrels",
+  "Barrett",
+  "Barrick",
+  "Barrier",
+  "Barring",
+  "Barron",
+  "Barrow",
+  "Barry",
+  "Bars",
+  "Barsabbas",
+  "Bart",
+  "Barth",
+  "Bartholomew",
+  "Bartholow",
+  "Bartimaeus",
+  "Bartlett",
+  "Barton",
+  "Barun",
+  "Barwa",
+  "Barzach",
+  "Barzani",
+  "Barzee",
+  "Barzillai",
+  "Basa",
+  "Bascilla",
+  "Base",
+  "BaseException",
+  "Baseball",
+  "Based",
+  "Baseer",
+  "Basel",
+  "Baselworld",
+  "Basemath",
+  "Basesgioglu",
+  "Basf",
+  "Basfar",
+  "Basham",
+  "Bashan",
+  "Bashar",
+  "Bashari",
+  "Basheer",
+  "Bashers",
+  "Bashi",
+  "Bashing",
+  "Bashir",
+  "Bashiti",
+  "Basic",
+  "Basically",
+  "Basics",
+  "Basij",
+  "Basil",
+  "Basilica",
+  "Basin",
+  "Basis",
+  "Basit",
+  "Baskaran",
+  "Basket",
+  "Basketball",
+  "Baskets",
+  "Baskin",
+  "Basque",
+  "Basra",
+  "Bass",
+  "Basshebeth",
+  "Basware",
+  "Bat",
+  "Bata",
+  "Bataan",
+  "Bataille",
+  "Batangas",
+  "Batari",
+  "Batch",
+  "Batches",
+  "Bateman",
+  "Bater",
+  "Bates",
+  "Bath",
+  "Batha",
+  "Bathery",
+  "Bathing",
+  "Bathroom",
+  "Bathsheba",
+  "Batibot",
+  "Batin",
+  "Batman",
+  "Baton",
+  "Battalion",
+  "Battalion-2000",
+  "Battelle",
+  "Batten",
+  "Batteries",
+  "Battery",
+  "Batterymarch",
+  "Batti",
+  "Battle",
+  "Bauche",
+  "Baudrillard",
+  "Bauer",
+  "Bauernfeind",
+  "Bauhinia",
+  "Baulieu",
+  "Bauman",
+  "Bausch",
+  "Bauser",
+  "Bavaria",
+  "Bavil",
+  "Bawan",
+  "Baxley",
+  "Baxter",
+  "Baxuite",
+  "Bay",
+  "Bayan",
+  "Bayer",
+  "Bayerische",
+  "Bayerischer",
+  "Bayern",
+  "Baynes",
+  "Bayreuth",
+  "Bazaar",
+  "Bazar",
+  "Bazarcowich",
+  "Bcom",
+  "Be",
+  "Bea",
+  "Beach",
+  "Beachwood",
+  "Beacon",
+  "Beadleston",
+  "Beagle",
+  "Beairsto",
+  "Beal",
+  "Beale",
+  "Beam",
+  "Beame",
+  "Bean",
+  "Beanie",
+  "Beanstalk",
+  "Beantown",
+  "Bear",
+  "Beard",
+  "Bearings",
+  "Bears",
+  "Beast",
+  "Beat",
+  "Beating",
+  "Beatle",
+  "Beatles",
+  "Beatrice",
+  "Beats",
+  "Beatty",
+  "Beau",
+  "Beaubourg",
+  "Beaujolais",
+  "Beaumont",
+  "Beauregard",
+  "Beautiful",
+  "Beauty",
+  "Beaux",
+  "Beaver",
+  "Beaverton",
+  "Beazer",
+  "Bebear",
+  "Bebop",
+  "Became",
+  "Because",
+  "Becca",
+  "Bechtel",
+  "Beck",
+  "Becker",
+  "Beckett",
+  "Beckham",
+  "Beckman",
+  "Beckwith",
+  "Becky",
+  "Become",
+  "Becomes",
+  "Becoming",
+  "Bed",
+  "Beddall",
+  "Bedfellows",
+  "Bedford",
+  "Bedminster",
+  "Bee",
+  "Beebe",
+  "Beebes",
+  "Beech",
+  "Beecham",
+  "Beed",
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+  "Beefeater",
+  "Beemers",
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+  "Beermann",
+  "Beeroth",
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+  "Beersheba",
+  "Beeta-2",
+  "Beethoven",
+  "Beetle",
+  "Before",
+  "Beggiato",
+  "Begging",
+  "Beghin",
+  "Begin",
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+  "Begusarai",
+  "Behavior",
+  "Behavioral",
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+  "Behaviours",
+  "Beheading",
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+  "Behringwerke",
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+  "Beirut",
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+  "Beithshamuz",
+  "Beiyue",
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+  "Bekaa",
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+  "Belapur",
+  "Belarus",
+  "Belatedly",
+  "Belding",
+  "Belehi",
+  "Belfast",
+  "Belgaum",
+  "Belgian",
+  "Belgique",
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+  "Belgrade",
+  "Belida",
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+  "Believe",
+  "Believers",
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+  "Belin",
+  "Belinki",
+  "Belize",
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+  "Bella",
+  "Bellandur",
+  "Bellas",
+  "Belleville",
+  "Belli",
+  "Bellier",
+  "Bellmore",
+  "Bello",
+  "Bellows",
+  "Bells",
+  "Belmarsh",
+  "Belmont",
+  "Belmonts",
+  "Belorussian",
+  "Below",
+  "Belt",
+  "Belth",
+  "Beltway",
+  "Beltway-itis",
+  "Belz",
+  "Ben",
+  "Ben-Hadad",
+  "Benaiah",
+  "Benajones",
+  "Benatar",
+  "Bench",
+  "Benchmarking",
+  "Benckiser",
+  "Bend",
+  "Benda",
+  "Bendectin",
+  "Bendix",
+  "Bendrel",
+  "Beneath",
+  "Benedek",
+  "Benedict",
+  "Benedictine",
+  "Beneficent",
+  "Beneficial",
+  "Beneficiaries",
+  "Benefit",
+  "Benefiting",
+  "Benefits",
+  "Benelux",
+  "Beneta",
+  "Benetton",
+  "Beng",
+  "Bengal",
+  "Bengali",
+  "Bengalis",
+  "Bengaluru",
+  "Benjamin",
+  "Benjamite",
+  "Benjamites",
+  "Bennet",
+  "Benneton",
+  "Bennett",
+  "Bennigsen",
+  "Benninger",
+  "Benny",
+  "Benob",
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+  "Benson",
+  "Bensonhurst",
+  "Bent",
+  "Bentley",
+  "Benton",
+  "Bentonite",
+  "Bentsen",
+  "Beny",
+  "Benz",
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+  "Beonovach",
+  "Beor",
+  "Berachiah",
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+  "Beranski",
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+  "BerggruenHotels",
+  "Bergsma",
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+  "Berhampur",
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+  "Berkeley",
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+  "Berlusconi",
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+  "Bermuda",
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+  "BethForge",
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+  "Bethmaacah",
+  "Bethphage",
+  "Bethsaida",
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+  "Beverage",
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+  "Beverly",
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+  "Beware",
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+  "Bhabani",
+  "Bhagabati",
+  "Bhagalpur",
+  "Bhagat",
+  "Bhagyashree",
+  "Bhandar",
+  "Bhandari",
+  "Bhanwadia",
+  "Bharat",
+  "Bharath",
+  "Bharathiar",
+  "Bharathiyar",
+  "Bharati",
+  "Bharti",
+  "Bharucha",
+  "Bhasha",
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+  "Bhat",
+  "Bhatia",
+  "Bhatnagar",
+  "Bhatt",
+  "Bhatt/140749dace5dc26f",
+  "Bhattacharjee",
+  "Bhavan",
+  "Bhave",
+  "Bhavnagar",
+  "Bhavsar",
+  "Bhavsinhaji",
+  "Bhawana",
+  "Bhayandar",
+  "Bhel",
+  "Bhilai",
+  "Bhilwara",
+  "BhimaJewelers",
+  "Bhiwandi",
+  "Bhoomaraddi",
+  "Bhopal",
+  "Bhosale",
+  "Bhubaneshwar",
+  "Bhubaneswar",
+  "Bhuj",
+  "Bhumi",
+  "Bhupesh",
+  "Bhutan",
+  "Bhutto",
+  "Bi",
+  "Biaggi",
+  "Bianchi",
+  "Biao",
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+  "Bible",
+  "Biblical",
+  "Bick",
+  "Bickel",
+  "Bickford",
+  "Bickwit",
+  "Bicri",
+  "Bicycle",
+  "Bicycling",
+  "Bicyclists",
+  "Bid",
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+  "BidyaPitha",
+  "Biederman",
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+  "Bihar",
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+  "Bijlani",
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+  "Bike",
+  "Bikers",
+  "Bikfaya",
+  "Biking",
+  "Bikini",
+  "Bikram",
+  "Bilal",
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+  "Bilateral",
+  "Bilbao",
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+  "Billionaire",
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+  "Billy",
+  "Bilqees",
+  "Biltera",
+  "Bilyasainyaur",
+  "Bilzerian",
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+  "Binghamton",
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+  "Binoculars",
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+  "Bio",
+  "Bio-Sciences",
+  "BioSciences",
+  "BioVentures",
+  "Biocides",
+  "Bioengineering",
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+  "Biofuels",
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+  "Biological",
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+  "Bipul",
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+  "Birinyi",
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+  "CB100",
+  "CBD",
+  "CBGBs",
+  "CBI",
+  "CBIL",
+  "CBM",
+  "CBOE",
+  "CBRC",
+  "CBS",
+  "CBSE",
+  "CBs",
+  "CC",
+  "CCA",
+  "CCB",
+  "CCC",
+  "CCD",
+  "CCI",
+  "CCL",
+  "CCM",
+  "CCMS",
+  "CCNA",
+  "CCNA(Cisco",
+  "CCNet",
+  "CCP",
+  "CCS",
+  "CCSS",
+  "CCTV",
+  "CCW",
+  "CCs",
+  "CD",
+  "CD's",
+  "CD-",
+  "CDAC",
+  "CDB",
+  "CDBG",
+  "CDC",
+  "CDCOE",
+  "CDD",
+  "CDETS",
+  "CDIT",
+  "CDL",
+  "CDMA",
+  "CDNs",
+  "CDO",
+  "CDP",
+  "CDS",
+  "CDSCO",
+  "CDT",
+  "CDU",
+  "CDs",
+  "CE",
+  "CE-",
+  "CEAT",
+  "CEB",
+  "CED",
+  "CEE",
+  "CEF",
+  "CEL",
+  "CELLULAR",
+  "CENSURE",
+  "CENTER",
+  "CENTREX",
+  "CENTRUST",
+  "CEO",
+  "CEOs",
+  "CEP",
+  "CER",
+  "CERTIFICATES",
+  "CERTIFICATION",
+  "CERTIFICATIONS",
+  "CERTIFIED",
+  "CES",
+  "CET",
+  "CE_faxmon",
+  "CF",
+  "CF6",
+  "CFA",
+  "CFC",
+  "CFC-11",
+  "CFC-12",
+  "CFCs",
+  "CFD",
+  "CFE",
+  "CFM",
+  "CFO",
+  "CFR",
+  "CFTC",
+  "CG",
+  "CG/",
+  "CGC",
+  "CGE",
+  "CGHS",
+  "CGI",
   "CGM",
-  "Xylem",
-  "xylem",
-  "AVG",
-  "avg",
-  "HMI",
-  "concentration",
-  "Marquee",
-  "marquee",
-  "uee",
-  "conflicts",
-  "Fillm",
-  "fillm",
-  "llm",
-  "Producer",
-  "producer",
-  "Multiquadrant",
-  "multiquadrant",
-  "Pharmaceutal",
-  "pharmaceutal",
-  "Elder",
-  "elder",
-  "Technocrats",
-  "Plasma",
-  "plasma",
-  "sma",
-  "Welding",
-  "welding",
-  "Cutting",
-  "Fabricator",
-  "fabricator",
-  "Mazgaon",
-  "mazgaon",
-  "Dock",
-  "dock",
-  "Neval",
-  "neval",
-  "BHEL",
-  "HEL",
-  "100L",
-  "100l",
-  "00L",
-  "dddX",
+  "CGPI",
+  "CGPL",
+  "CHA",
+  "CHALLENGES",
+  "CHANGE",
+  "CHANGED",
   "CHANNEL",
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-  "Ankita",
-  "ankita",
-  "Bedre",
-  "bedre",
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-  "vtu",
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-  "belgum",
-  "gum",
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-  "abdul",
-  "dul",
-  "Arabic",
-  "arabic",
-  "bic",
-  "supporter",
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-  "indeed.com/r/abdul-b/eb2d7e0d29fe31b6",
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-  "arabization",
-  "Thomson",
-  "thomson",
-  "Reuters",
-  "reuters",
-  "EMEA",
-  "emea",
-  "MEA",
-  "LG",
-  "lg",
-  "Urdu",
-  "urdu",
-  "rdu",
-  "wadi",
-  "Islamic",
-  "islamic",
-  "interpreter",
-  "Linguist",
-  "linguist",
-  "SP1",
-  "sp1",
-  "Dynamics",
-  "Version5",
-  "version5",
-  "on5",
-  "localization",
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-  "INC",
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-  "-oct",
-  "PROJECT#5",
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-  "T#5",
-  "XXXX#d",
-  "USER",
-  "SER",
-  "INTERFACE",
-  "ANALOG",
-  "analog",
-  "Apart",
-  "posses",
-  "mobilization",
-  "TD",
-  "td",
-  "Analog",
-  "GPRS",
-  "gprs",
-  "PRS",
-  "Mercury",
-  "mercury",
-  "Genie",
-  "genie",
-  "Signal",
-  "signal",
-  "Logs",
-  "ADI",
-  "Contains",
-  "contains",
-  "Telephony",
-  "telephony",
-  "WAP",
-  "wap",
-  "Bluetooth",
-  "bluetooth",
-  "MP3",
-  "mp3",
-  "Recording",
-  "Sync",
-  "Arabs",
-  "arabs",
-  "translator",
-  "Arab",
-  "arab",
-  "Messages",
-  "Settings",
-  "settings",
-  "Roaming",
-  "roaming",
-  "Farsi",
-  "farsi",
-  "Sastha",
-  "sastha",
-  "Nair",
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-  "Insightful",
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-  "REJ",
-  "PROPERTIES",
-  "enacted",
-  "formats",
-  "outlining",
-  "issuance",
-  "allotment",
-  "reminder",
-  "clerical",
-  "cancellations",
-  "cancelations",
-  "Swapping",
-  "swapping",
-  "Cancellations",
-  "possession",
-  "Facility",
-  "Flats",
-  "flats",
-  "Chalking",
-  "chalking",
-  "fledged",
-  "https://www.indeed.com/r/Sastha-Nair/2d9186bd6a2ec57e?isid=rex-download&ikw=download-top&co=IN",
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-  "variances",
-  "rollout",
-  "SFDC",
-  "sfdc",
-  "FDC",
-  "-SAP",
-  "-sap",
-  "salesforce.com",
-  "Contacts",
+  "CHAPS",
+  "CHARLES",
+  "CHD",
+  "CHE",
+  "CHECKOFF",
+  "CHEF",
+  "CHEM",
+  "CHEMICAL",
+  "CHEMICALS",
+  "CHEMISTRY",
+  "CHENGALPATTU",
+  "CHENNAI",
+  "CHEVRON",
+  "CHHATTISGARH",
+  "CHICAGO",
+  "CHIEF",
+  "CHILDREN",
+  "CHITLAPAKKAM",
+  "CHM",
+  "CHOICE",
+  "CHRISTMAS",
+  "CHS",
+  "CHT",
+  "CHembond",
+  "CI",
+  "CIA",
+  "CIBIL",
+  "CIC",
+  "CICD",
+  "CICQ",
+  "CIF",
+  "CIL",
+  "CIM",
+  "CIO",
+  "CIPLA",
+  "CIPs",
+  "CIR",
+  "CIRCUITS",
+  "CIS",
+  "CISCO",
+  "CIT",
+  "CITA",
+  "CITATIONS",
+  "CITIBANK",
+  "CITIUS33",
+  "CITIZENS",
+  "CIe",
+  "CJPT",
+  "CJSM",
+  "CK1",
+  "CK2",
+  "CK3",
+  "CKC",
+  "CKGS",
+  "CKS",
+  "CKU",
+  "CLA",
+  "CLAIMANTS",
+  "CLAIMS",
+  "CLASSIC",
+  "CLAUSE",
+  "CLCS",
+  "CLE",
+  "CLEANING",
+  "CLEARS",
+  "CLI",
+  "CLIENT",
+  "CLIENTS",
+  "CLIX",
+  "CLM",
+  "CLO",
+  "CLOROX",
+  "CLOSING",
+  "CLOTHING",
+  "CLOUDSENSE",
+  "CLTV",
+  "CLU",
+  "CLUB",
+  "CLUBBING",
+  "CLUBS",
+  "CM",
+  "CMA",
+  "CMC",
+  "CMD",
+  "CME",
+  "CMIL",
+  "CMIP",
+  "CMM",
+  "CMMI",
+  "CMP",
+  "CMR",
+  "CMS",
+  "CN",
+  "CNA",
+  "CNB",
+  "CNBC",
+  "CNC",
+  "CNCA",
+  "CNN",
+  "CNNFN",
+  "CNR",
+  "CNW",
+  "CO",
+  "CO.",
+  "CO.LTD",
+  "COA",
+  "COACHING",
+  "COBOL",
+  "COCA",
+  "COCO",
+  "COCOA",
+  "COCP",
+  "CODE",
+  "COE",
+  "COFFEE",
+  "COFFEEDAY",
+  "COHERENT",
+  "COINTELPRO",
+  "COKE",
+  "COL",
+  "COLA",
+  "COLD",
+  "COLLECTING",
+  "COLLEGE",
+  "COLOR",
+  "COM",
+  "COMM",
+  "COMMERCE",
+  "COMMERCIAL",
+  "COMMUNICATION",
+  "COMMUNICATIONS",
+  "COMMUTERS",
+  "COMPANIES",
+  "COMPANY",
+  "COMPARE",
+  "COMPENSATION",
+  "COMPETENCIES",
+  "COMPETITIVE",
+  "COMPLETE",
+  "COMPLETED",
+  "COMPRESSORS",
+  "COMPUTER",
+  "COMPUTERS",
+  "COMWAVE",
+  "CON",
+  "CONCLUSION",
+  "CONCLUSIONS",
+  "CONCRETE",
+  "CONFIDENT",
+  "CONGRESSIONAL",
+  "CONSERVATION",
+  "CONSERVATIVES",
+  "CONSOLIDATED",
+  "CONSULTANCY",
+  "CONSULTANT",
+  "CONSULTANTS",
+  "CONSUMER",
+  "CONTACT",
+  "CONTAINERS",
+  "CONTENT",
+  "CONTINENTAL",
+  "CONTOUR",
+  "CONTRACTS",
+  "CONTROL",
+  "CONTROLLER",
+  "CONVICTION",
+  "CONVICTS",
+  "CONservation",
+  "COO",
+  "COOPER",
+  "COOPERATION",
+  "COOR",
+  "COPPER",
+  "CORE",
+  "CORECOMPETENCIES",
+  "COREL",
+  "CORP",
+  "CORP.",
+  "CORPORATE",
+  "CORPORATION",
+  "CORRESPONDENCE",
+  "COS",
+  "COS.",
+  "COST",
+  "COTTON",
+  "COULD",
+  "COUNTRY",
+  "COURSE",
+  "COURT",
+  "CP",
+  "CP/",
+  "CP1E",
+  "CP486",
+  "CPA",
+  "CPA's",
+  "CPAs",
+  "CPC",
+  "CPCI",
+  "CPE",
+  "CPG",
+  "CPI",
+  "CPP",
+  "CPPCC",
+  "CPR",
+  "CPS",
+  "CPT",
+  "CPU",
+  "CPUs",
+  "CQ",
+  "CR",
+  "CR-100",
+  "CR-300",
+  "CR35ing",
+  "CR50ia:-",
+  "CRA",
+  "CRAF",
+  "CRASHED",
+  "CRAY",
+  "CRD",
+  "CREAM",
+  "CREATIVE",
+  "CREATOR",
+  "CREATOR'S",
+  "CREDENTIALS",
+  "CREDIT",
+  "CRESTMONT",
+  "CRI",
+  "CRIME",
+  "CRIMINAL",
+  "CRITICAL",
+  "CRM",
+  "CRO",
+  "CROMA",
+  "CROSS",
+  "CRPF",
+  "CRRES",
+  "CRS",
+  "CRTs",
+  "CRV",
+  "CRs",
+  "CS",
+  "CS2",
+  "CSA",
+  "CSAT",
+  "CSB",
+  "CSC",
+  "CSD",
+  "CSE",
+  "CSERV",
+  "CSF",
+  "CSFB",
+  "CSI",
+  "CSJM",
+  "CSM",
+  "CSO",
+  "CSONE",
+  "CSOne",
+  "CSOs",
+  "CSP",
+  "CSPC",
+  "CSR",
+  "CSS",
+  "CSS3",
+  "CSSs",
+  "CST",
+  "CSV",
+  "CSX",
+  "CT",
+  "CT-",
+  "CTA",
+  "CTB",
+  "CTBS",
+  "CTC",
+  "CTCareer",
+  "CTI",
+  "CTM",
+  "CTO",
+  "CTP",
+  "CTS",
+  "CTS+",
+  "CTT",
+  "CTU",
+  "CTV",
+  "CU",
+  "CUBE",
+  "CUCM",
+  "CUD",
+  "CUK",
+  "CULPA",
+  "CULTURE",
+  "CUM",
+  "CUNY",
+  "CURBING",
+  "CURE",
+  "CURRICULAR",
+  "CUSTOMER",
+  "CUSTOMERS",
+  "CUSTOMERSERVICEEXECUTIVE",
+  "CUs",
+  "CV",
+  "CVCT",
+  "CVPs",
+  "CVS",
+  "CVT",
+  "CVs",
+  "CW",
+  "CWA",
+  "CWS",
+  "CX",
+  "CXO",
+  "CXOs",
+  "CYCLE",
+  "Ca",
+  "Caa",
+  "Cab",
+  "Cabernet",
+  "Cabernets",
+  "Cabinet",
+  "Cable",
+  "Cables",
+  "Cablevision",
+  "Cabling",
+  "Cabo",
+  "Cabrera",
+  "Cabula",
+  "Cache",
+  "Cachets",
+  "Cadarache",
+  "Cadbury",
+  "Caddy",
+  "Cadence",
+  "Cadet",
+  "Cadillac",
+  "Cadmach",
+  "Cadre",
+  "Cadwell",
+  "Caesar",
+  "Caesarea",
+  "Caesarean",
+  "Caesars",
+  "Cafe",
+  "Cafferty",
+  "Caf\u00e9",
+  "Cage",
+  "Cagney",
+  "Cahoon",
+  "Cai",
+  "Caiaphas",
+  "Caijing",
+  "Cailion",
+  "Cain",
+  "Cainan",
+  "Cairenes",
+  "Cairns",
+  "Cairo",
+  "Caishun",
+  "Caitlin",
+  "Cajun",
+  "Cake",
+  "Cal",
+  "CalMat",
+  "CalTech",
+  "Calabasas",
+  "Calanda",
+  "Calaveras",
+  "Calcol",
+  "Calculate",
+  "Calculation",
+  "Calcutta",
+  "Calder",
+  "Caldor",
+  "Caldwell",
+  "Caleb",
+  "Caledonia",
+  "Calendar",
+  "Calgary",
+  "Calgene",
+  "Calgon",
+  "Caliber",
+  "Calibrate",
+  "Calicut",
+  "Calif",
+  "Calif.",
+  "Calif.-based",
+  "Californ-",
+  "California",
+  "Californian",
+  "Californians",
+  "Caliph",
+  "Caliphate",
+  "Calisto",
+  "Call",
+  "Callable",
+  "Called",
+  "Callers",
+  "Calligrapher",
+  "Calligraphy",
+  "Calling",
+  "Callister",
+  "Calls",
+  "Callum",
+  "Calm",
+  "Calmat",
+  "Calor",
+  "Calorie",
+  "Caltrans",
+  "Calvert",
+  "Calvi",
+  "Calypso",
+  "Cambata",
+  "Cambiasso",
+  "Cambist",
+  "Cambodia",
+  "Cambodian",
+  "Cambodians",
+  "Cambria",
+  "Cambridge",
+  "Camcorder",
+  "Camden",
+  "Camel",
+  "Camelot",
+  "Camera",
+  "Cameras",
+  "Camerino",
+  "Cameron",
+  "Camilla",
+  "Camille",
+  "Camilli",
+  "Camilo",
+  "Camlin",
+  "Cammack",
+  "Camp",
+  "Campaign",
+  "Campaigning",
   "Campaigns",
-  "Folders",
-  "folders",
-  "-BO/",
-  "-bo/",
-  "BO/",
-  "-XX/",
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-  "Palakkad",
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-  "importers",
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-  "64",
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-  "Tarun",
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-  "striving",
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-  "eyewear",
-  "distributer",
-  "Turns",
-  "turns",
-  "Stake",
-  "Prompted",
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-  "wisely",
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-  "-Corporate",
-  "-corporate",
-  "FAG",
-  "fag",
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-  "oldest",
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-  "FIVE",
-  "FOLD",
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-  "Gained",
-  "gained",
-  "Lubricant",
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+  "Camping",
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+  "Campo",
+  "Camps",
+  "Campuk",
+  "Campus",
+  "Camry",
+  "Camrys",
+  "Can",
+  "Can Relocate to",
+  "Cana",
+  "Canaan",
+  "Canaanite",
+  "Canaanites",
+  "Canada",
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+  "DEVELOP",
+  "DEVELOPING",
+  "DEVELOPMENT",
+  "DEVELOPMENTS",
+  "DEVICES",
+  "DEVOPS",
+  "DEX",
+  "DEs",
+  "DFC",
+  "DFDs",
+  "DFS",
+  "DFSORT",
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+  "DGAULT",
+  "DGE",
+  "DGM",
+  "DGS",
+  "DGvox",
+  "DHAWK",
+  "DHCP",
+  "DHFL",
+  "DHL",
+  "DHRM",
+  "DHTML",
+  "DHs",
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+  "DIA",
+  "DIALING",
+  "DIAMOND",
+  "DIAMONDS",
+  "DIAPER",
+  "DIASONICS",
+  "DIC",
+  "DID",
+  "DIED",
+  "DIESEL",
+  "DIET",
+  "DIGI",
+  "DIGITAL",
+  "DIGS",
+  "DIL",
+  "DILLARD",
+  "DIM",
+  "DIMENSIONAL",
+  "DINK",
+  "DIO",
+  "DIPLOMA",
+  "DIRECTORY",
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+  "DISAPPOINTMENTS",
+  "DISASTER",
+  "DISCIPLINARY",
+  "DISCOUNT",
+  "DISPATCH",
+  "DISTRESSFUL",
+  "DISTRIBUTION",
+  "DISTRIBUTOR",
+  "DIT",
+  "DIVISION",
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+  "DJIA",
+  "DJM",
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+  "DKNY",
+  "DL",
+  "DLC",
+  "DLD",
+  "DLL",
+  "DLM8",
+  "DM",
+  "DMA",
+  "DMAIC",
+  "DMDC",
+  "DME",
+  "DML",
+  "DMM",
+  "DMP",
+  "DMR",
+  "DMS",
+  "DMV",
+  "DMVPN",
+  "DMX",
+  "DN",
+  "DNA",
+  "DNC",
+  "DNF",
+  "DNS",
+  "DNV",
+  "DNs",
+  "DO",
+  "DOC",
+  "DOCOMO",
+  "DOCUMENTATION",
+  "DOCUMENTING",
+  "DOD",
+  "DODIAAAKASH@GMAIL.COM",
+  "DOE",
+  "DOEACC",
+  "DOGS",
+  "DOLLARS",
+  "DOM",
+  "DOMAIN",
+  "DON",
+  "DON'T",
+  "DONEWS",
+  "DOO",
+  "DOONESBURY",
+  "DOPRA",
+  "DOR",
+  "DOS",
+  "DOS/",
+  "DOSSIER",
+  "DOT",
+  "DOW",
+  "DOWNSIZING",
+  "DOs",
+  "DP",
+  "DPC",
+  "DPDK",
+  "DPI",
+  "DPM",
+  "DPP",
+  "DPR",
+  "DPT",
+  "DPs",
+  "DR",
+  "DRA",
+  "DRACULA",
+  "DRAM",
+  "DRAMs",
+  "DRAW",
+  "DRC",
+  "DRDO",
+  "DREXEL",
+  "DREYER",
+  "DREYER'S",
+  "DRG",
+  "DRI",
+  "DRIVE",
+  "DRIVING",
+  "DRO",
+  "DRP",
+  "DRS",
+  "DRUG",
+  "DRW",
+  "DRY",
+  "DRs",
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+  "DS2",
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+  "DSA-",
+  "DSAT",
+  "DSAs",
+  "DSEs",
+  "DSKY",
+  "DSL",
+  "DSLAMs",
+  "DSM",
+  "DSP",
+  "DSR",
+  "DSS",
+  "DST",
+  "DT",
+  "DT1",
+  "DT5",
+  "DTA",
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+  "DTDC",
+  "DTE",
+  "DTH",
+  "DTO",
+  "DTOs",
+  "DTP",
+  "DTR",
+  "DTS",
+  "DTV",
+  "DTs",
+  "DU",
+  "DUBEY",
+  "DUCATION",
+  "DUET",
+  "DULM",
+  "DUM",
+  "DURATION",
+  "DURING",
+  "DUTIES",
+  "DVCS",
+  "DVD",
+  "DVDRW",
+  "DVDs",
+  "DVI",
+  "DVR",
+  "DVS",
+  "DW",
+  "DWG",
+  "DW_FunctionalOverview",
+  "DX",
+  "DXC",
+  "DYA",
+  "DYNAMIC",
+  "DYNATRADE",
+  "DZE",
+  "D_2",
+  "Da",
+  "DaPuzzo",
+  "DaVinci",
+  "Daaaaarim",
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-  "agh",
-  "Group(Mecca",
-  "group(mecca",
-  "cca",
-  "Shrinkage",
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-  "practiced",
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-  "\u21d2",
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-  "Kaur",
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-  "Dwivedi",
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-  "apartment",
-  "Complex",
-  "Kandarpada",
-  "kandarpada",
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+  "Daewoo",
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+  "Dafpblet",
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-  "Webex",
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+  "Dao",
+  "Daocheng",
+  "Daohan",
+  "Daohua",
+  "Daoist",
+  "Daojia",
+  "Daouk",
+  "Daptiv",
+  "Daqamsa",
+  "Daqing",
+  "Daqiu",
+  "Dar",
+  "Daralee",
+  "Darbar",
+  "Darboter",
+  "Darby",
+  "Darda",
+  "Dare",
+  "Daremblum",
+  "Darfur",
+  "Darien",
+  "Darimi",
+  "Darin",
+  "Dark",
+  "Darkhorse",
+  "Darkness",
+  "Darla",
+  "Darlene",
+  "Darling",
+  "Darlington",
+  "Darlow",
+  "Darman",
+  "Darn",
+  "Darrell",
+  "Darren",
+  "Darryl",
+  "Darshan",
+  "Dart",
+  "Dartboard",
+  "Darth",
+  "Dartmouth",
+  "Darutsigh",
+  "Darwin",
+  "Darwinian",
+  "Darwinism",
+  "Daryaganj",
+  "Daryn",
+  "Das",
+  "Dash",
+  "Dashboard",
+  "Dashboards",
+  "Dashiell",
+  "Dashuang",
+  "Dassault",
+  "Dastagir",
+  "Data",
+  "Data/",
+  "DataCenter",
+  "DataStage",
+  "DataTimes",
+  "Database",
+  "Databases",
+  "Datacard",
+  "Datacards",
+  "Datacenter",
+  "Datacom",
+  "Datacomp",
+  "Datamart",
+  "Dataplay",
+  "Datapoint",
+  "Dataproc",
+  "Dataproducts",
+  "Datastore",
+  "Datatronic",
+  "Dataware",
+  "Datawarehouse",
+  "Datawarehousing",
+  "Date",
+  "Date:29",
+  "Dateline",
+  "Datian",
+  "Dating",
+  "Datong",
+  "Datshir",
+  "Datson",
+  "Datta",
+  "Dattatray",
+  "Datuk",
+  "Datum",
+  "Daugherty",
+  "Daughter",
+  "Daughters",
+  "Daukoru",
+  "Dauphine",
+  "Davangere",
+  "Dave",
+  "David",
+  "Davidge",
+  "Davidson",
+  "Davies",
+  "Davis",
+  "Davol",
+  "Davos",
+  "Davv",
+  "Davy",
+  "Dawa",
+  "Dawalle",
+  "Dawamaiti",
+  "Dawasir",
+  "Dawn",
+  "Dawning",
+  "Dawood",
+  "Dawson",
+  "Daxi",
+  "Daxie",
+  "Day",
+  "Dayal",
+  "Dayan",
+  "Dayanand",
+  "Dayananda",
+  "Dayaowan",
+  "Dayf",
+  "Daying",
+  "Daylight",
+  "Dayna",
+  "Days",
+  "Dayton",
+  "Daytona",
+  "Dayuan",
+  "Daze",
+  "Dba",
+  "Dbase",
+  "Dbg",
+  "De",
+  "DeBakey",
+  "DeBat",
+  "DeConcini",
+  "DeFazio",
+  "DeGol",
+  "DeKlerk",
+  "DeLay",
+  "DeMoulin",
+  "DeMunn",
+  "DeSoto",
+  "DeVillars",
+  "DeVille",
+  "DeVoe",
+  "DeVon",
+  "DeWine",
+  "DeWitt",
+  "Deacon",
+  "Deactivate",
+  "Dead",
+  "Deadline",
+  "Deadlines",
+  "Deaf",
+  "Deafening",
+  "Deak",
+  "Deal",
+  "Dealer",
+  "Dealer/",
+  "Dealers",
+  "Dealerships",
+  "Dealing",
+  "Deals",
+  "Dealt",
+  "Dealtwithinsurancecards",
+  "Dean",
+  "Deane",
+  "Deanna",
+  "Dear",
+  "Dearborn",
+  "Deater",
+  "Death",
+  "Deaths",
+  "Deaver",
+  "Deb",
+  "Debar",
+  "Debate",
+  "Debates",
+  "Debauched",
+  "Debbarma",
+  "Debbie",
+  "Debenture",
+  "Debi",
+  "Debian",
+  "Debit",
+  "Debora",
+  "Deborah",
+  "Debord",
+  "Debra",
+  "Debt",
+  "Debtor",
+  "Debtors",
+  "Debug",
+  "Debugger",
+  "Debugging",
+  "Debussy",
+  "Deby",
+  "Dec",
+  "Dec.",
+  "Decadent",
+  "Decades",
+  "Decathlon",
+  "Decatur",
+  "Deccan",
+  "December",
+  "December-2013",
+  "Decent",
+  "Decheng",
+  "Decide",
+  "Decided",
+  "Deciding",
+  "Decision",
+  "Decisioning",
+  "Decisions",
+  "Decisive",
+  "Deck",
+  "Decker",
+  "Declan",
+  "Declaration",
+  "Declare",
+  "Declaring",
+  "Declines",
+  "Declining",
+  "Decommissioned",
+  "Decorations",
+  "Decorative",
+  "Decreased",
+  "Decree",
+  "Decryption",
+  "Dede",
+  "Dederick",
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+  "Dedicated",
+  "Dedication",
+  "Deductions",
+  "Dedup",
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+  "Dee",
+  "Deeb",
+  "Deeds",
+  "Deek",
+  "Deemed",
+  "Deen",
+  "Deep",
+  "Deepak",
+  "Deepening",
+  "Deepika",
+  "Deeply",
+  "Deer",
+  "Deere",
+  "Deerslayer",
+  "Deery",
+  "Def",
+  "Defamation",
+  "Default",
+  "Defaults",
+  "Defeated",
+  "Defect",
+  "Defections",
+  "Defective",
+  "Defects",
+  "Defence",
+  "Defend",
+  "Defendants",
+  "Defenders",
+  "Defending",
+  "Defense",
+  "Deferred",
+  "Deficiency",
+  "Defillo",
+  "Define",
+  "Defined",
+  "Defining",
+  "Definite",
+  "Definite=Def",
+  "Definite=Def|PronType=Art",
+  "Definite=Ind",
+  "Definite=Ind|PronType=Art",
+  "Definitely",
+  "Definition",
+  "Definitions",
+  "Deforest",
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+  "Defu",
+  "Defuse",
+  "Degeneration",
+  "Degree",
+  "Degree=Cmp",
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+  "Degree=Sup",
+  "Degrees",
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+  "Dehradun",
+  "Dehuai",
+  "Dein",
+  "Deinagkistrodon",
+  "Deir",
+  "Deira",
+  "Dekaharia",
+  "Deker",
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-  "Corona",
-  "corona",
-  "Scardigli",
-  "scardigli",
-  "indeed.com/r/Tarak-H-Joshi/9086781d6ddd7a79",
-  "indeed.com/r/tarak-h-joshi/9086781d6ddd7a79",
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-  "LCL",
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-  "Exports",
-  "BOTH",
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-  "SEA",
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+  "Del.",
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+  "Demis",
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+  "Demme",
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+  "Democrat",
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+  "Democratization",
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+  "Demographic",
+  "Demographics",
+  "Demolition",
+  "Demons",
+  "Demonstrate",
+  "Demonstrated",
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+  "Demonstration",
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+  "Demonstrations",
+  "Demonstrators",
+  "Demos",
+  "Dempsey",
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+  "Denenchofu",
+  "Deng",
+  "Dengkui",
+  "Denied",
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+  "Denizens",
+  "Denlea",
+  "Denmark",
+  "Dennehy",
+  "Dennis",
+  "Dennison",
+  "Denrees",
+  "Dense",
+  "Density",
+  "Denso",
+  "Dental",
+  "Dentistry",
+  "Denton",
+  "Dentsu",
+  "Denver",
+  "Denying",
+  "Deo",
+  "Deogiri",
+  "Deore",
+  "Depalazai",
+  "Departed",
+  "Departing",
+  "Department",
+  "Departmental",
+  "Departments",
+  "Departmentstore",
+  "Departure",
+  "Depei",
+  "Depend",
+  "Dependable",
+  "Depending",
+  "Depends",
+  "Depicting",
+  "Deploy",
+  "Deployed",
+  "Deploying",
+  "Deployment",
+  "Deployments",
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+  "Deposit",
+  "Depositary",
+  "Deposits",
+  "Depot",
+  "Depreciation",
+  "Depression",
+  "Dept",
+  "Dept.",
+  "Depth",
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+  "Deputations",
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+  "Deqing",
+  "Dequan",
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+  "Derbe",
+  "Derby",
+  "Derbyshire",
+  "Deregulation",
+  "Derek",
+  "Derel",
+  "Deren",
+  "Deringer",
+  "Derivatives",
+  "Dermatological",
+  "Derr",
+  "Derrick",
+  "Dershowitz",
+  "Deryck",
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+  "Descartes",
+  "Descendant",
+  "Descendants",
+  "Describe",
+  "Describing",
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+  "Desgin",
+  "Deshi",
+  "Deshmukh",
+  "Deshmukh/1d0627785ebe2da0",
+  "Desierto",
+  "Design",
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+  "Desimum",
+  "Desire",
+  "Desired",
+  "Desires",
+  "Desk",
+  "Desktop",
+  "Desktops",
+  "Desmond",
+  "Despair",
+  "Desperate",
+  "Desperately",
+  "Desperation",
+  "Despite",
+  "Desportivo",
+  "Destimoney",
+  "Destination",
+  "Destinations",
+  "Destiny",
+  "Destitute",
+  "Destroy",
+  "Destroyer",
+  "Destruction",
+  "Destructive",
+  "Detached",
+  "Detail",
+  "Detailed",
+  "Detailing",
+  "Details",
+  "Detainee",
+  "Detecting",
+  "Detection",
+  "Detectives",
+  "Detention",
+  "Detergent",
+  "Determination",
+  "Determine",
+  "Determined",
+  "Determines",
+  "Determining",
+  "Detox",
+  "Detrex",
+  "Detroit",
+  "Deukmejian",
+  "Deuse",
+  "Deutch",
+  "Deutsche",
+  "Dev",
+  "DevBhumi",
+  "DevCon",
+  "DevOps",
+  "Devans",
+  "Devastating",
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+  "Develop",
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+  "Developer",
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+  "Developmental",
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+  "Develops",
+  "Developstools",
+  "Devendla",
+  "Deverow",
+  "Devesa",
+  "Device",
+  "Devices",
+  "Devil",
+  "Devised",
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-  "nilkamal",
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-  "Maximizing",
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-  "EKA",
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-  "uum",
-  "Cleaners",
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-  "masses",
-  "Township",
-  "implanting",
-  "ARYAVART",
-  "aryavart",
-  "CHEMICALS",
-  "Paint",
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-  "Stabilizers",
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-  "BCOM",
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-  "Frame",
-  "Tagging",
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+  "Diaoyutai",
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+  "Epaphras",
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+  "Erithmatic",
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+  "Eritrean",
+  "Eritreans",
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+  "Esat",
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+  "Espana",
+  "Espanol",
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+  "Ethnographer",
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+  "Ferzli",
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+  "Festiva",
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+  "Fetching",
+  "Feud",
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+  "Fevicol",
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+  "Fibromyalgia",
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+  "Figadua",
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+  "Filipino",
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-  "0.1",
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-  "Solman",
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+  "Firefighters",
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+  "Frederica",
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+  "Frederico",
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-  "Arpit",
-  "arpit",
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+  "GRC10.1",
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+  "Gajendra",
+  "Gajre",
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+  "Galadari",
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+  "Galapagos",
+  "Galatia",
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+  "Ganapathi",
+  "Gandhi",
+  "Gandhidham",
+  "Gandhinagar",
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+  "Ganglun",
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+  "Ganjiang",
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+  "Ganvir",
+  "Ganvir/5d3fa2060502295b",
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+  "Gaoliang",
+  "Gaoqiao",
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+  "Gargan",
+  "Gargantuan",
+  "Gargash",
+  "Garhoud",
+  "Garhwal",
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+  "Garibaldi",
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+  "Gender=Masc",
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-  "dha",
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+  "Governorates",
+  "Governors",
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+  "Greeks",
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+  "GreenPly",
+  "Greenback",
+  "Greenbelt",
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+  "Greengrocers",
+  "Greenlam",
+  "Greenland",
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+  "Greenville",
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+  "Gregor",
+  "Gregorian",
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+  "Greymeter.com",
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+  "Griffen",
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+  "Guadalajara",
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+  "Guangcheng",
+  "Guangchun",
+  "Guangdong",
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+  "Guanghuai",
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+  "Guangqian",
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+  "Hayao",
+  "Hayasaka",
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+  "HeadOffice",
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+  "Healthdyne",
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+  "Heartland",
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+  "Heinhold",
+  "Heinrich",
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+  "Heishantou",
+  "Hejin",
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+  "Hekhmatyar",
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+  "Helicopters",
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+  "Heliopolis",
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+  "Helps",
+  "Helsinki",
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+  "Hematologist",
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+  "Henrico",
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+  "Henrysun909",
+  "Hens",
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+  "Hermogenes",
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+  "Hersh",
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+  "Hershhenson",
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+  "Herslow",
+  "Hersly",
+  "Hertz",
+  "Hertzolia",
+  "Herwick",
+  "Herzegovina",
+  "Herzfeld",
+  "Herzog",
+  "Hesed",
+  "Hess",
+  "Hesse",
+  "Hessians",
+  "Hessische",
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+  "Heterolabs",
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+  "Hewart",
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+  "Heywood",
+  "Hezbo",
+  "Hezbollah",
+  "Hezekiah",
+  "Hezion",
+  "Hezron",
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+  "HiPower",
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+  "Hibben",
+  "Hibernate",
+  "Hibernia",
+  "Hibler",
+  "Hibor",
+  "Hickey",
+  "Hickman",
+  "Hicks",
+  "Hidden",
+  "Hide",
+  "Hidetoshi",
+  "Hiding",
+  "Hiel",
+  "Hierapolis",
+  "Hierarchical",
+  "Hifushancal",
+  "Higgenbotham",
+  "Higgins",
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+  "Higher",
+  "Highest",
+  "Highland",
+  "Highlander",
+  "Highlight",
+  "Highlighting",
+  "Highlights",
+  "Highly",
+  "Highness",
+  "Highschool",
+  "Highway",
+  "Highways",
+  "Hijaz",
+  "Hijet",
+  "Hikers",
+  "Hikmi",
+  "Hikvision",
+  "Hilal",
+  "Hilali",
+  "Hilan",
+  "Hilary",
+  "Hildebrandt",
+  "Hilger",
+  "Hilkiah",
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+  "Hillary",
+  "Hillman",
+  "Hills",
+  "Hillsboro",
+  "Hillsdown",
+  "Hilole",
+  "Hilton",
+  "Hiltunen",
+  "Hiltz",
+  "Him",
+  "Himachal",
+  "Himalaya",
+  "Himalayan",
+  "Himalayas",
+  "Himanshu",
+  "Hime",
+  "Himebaugh",
+  "Himilayas",
+  "Himjoli",
+  "Himont",
+  "Himself",
+  "Hinckley",
+  "Hind",
+  "Hindemith",
+  "Hindi",
+  "Hindu",
+  "Hinduja",
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+  "Hindustan",
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+  "Hingham",
+  "Hinjewadi",
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+  "Hinjilikatu",
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+  "Hinkley",
+  "Hinnom",
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+  "Hinzack",
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+  "Hipolito",
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+  "Hiring",
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+  "Hiroshi",
+  "Hiroshima",
+  "Hiroyuki",
+  "Hirsch",
+  "Hirschfeld",
+  "Hirugade",
+  "His",
+  "Hisake",
+  "Hisar",
+  "Hisha",
+  "Hisham",
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+  "Hispanoamericana",
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+  "Hoble",
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+  "Hoc",
+  "Hochiminh",
+  "Hockey",
+  "Hockney",
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+  "Hodges",
+  "Hodgkin",
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+  "Hoechst",
+  "Hoelzer",
+  "Hoenlein",
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+  "Hoffmann",
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+  "Hogwasher",
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+  "Hokuriku",
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+  "Holbrook",
+  "Holbrooke",
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+  "Hold",
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+  "Holders",
+  "Holding",
+  "Holdings",
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+  "Holkerry",
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+  "Hollingsworth",
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+  "Holzfaster",
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+  "Hondas",
+  "Honduran",
+  "Hondurans",
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+  "Honeywel",
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+  "Hongbin",
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+  "Hongdong",
+  "Honghecao",
+  "Hongjiu",
+  "Hongkong",
+  "Hongmin",
+  "Hongqi",
+  "Hongshui",
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+  "Hongyang",
+  "Hongyong",
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+  "Hsi",
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+  "Hsieh",
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+  "Hsiuluan",
+  "Hsiung",
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+  "HttpClient",
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+  "Huainan",
+  "Huaixi",
+  "Hualapai",
+  "Hualien",
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+  "Huanglong",
+  "Huangxing",
+  "Huanqing",
+  "Huanxing",
+  "Huaqing",
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+  "Huawei",
+  "Huazi",
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+  "Hubel",
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+  "Hucheng",
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+  "Huizhen",
+  "Huizhou",
+  "Hukou",
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+  "Hungarians",
+  "Hungary",
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+  "Hungerfords",
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+  "Hunted",
+  "Hunter",
+  "Hunterdon",
+  "Hunting",
+  "Huntingdon",
+  "Huntington",
+  "Huntley",
+  "Huntsville",
+  "Huntz",
+  "Huo",
+  "Huolianguang",
+  "Hup",
+  "Huppert",
+  "Hur",
+  "Huram",
+  "Hurd",
+  "Huricane",
+  "Hurley",
+  "Hurray",
+  "Hurrican",
+  "Hurricane",
+  "Hurriyat",
+  "Hurrriyat",
+  "Hurry",
+  "Hurst",
+  "Hurtado",
+  "Hurter",
+  "Hurts",
+  "Hurun",
+  "Hurwitt",
+  "Hurwitz",
+  "Hus",
+  "Husain",
+  "Husband",
+  "Husbands",
+  "Huser",
+  "Hushai",
+  "Hushathite",
   "Hushpuppies",
-  "hushpuppies",
-  "Scholl",
-  "scholl",
-  "Nurtured",
-  "Evolved",
-  "evolved",
-  "expanded",
-  "LOFT",
-  "organised",
-  "~Sales",
-  "~sales",
-  "~Xxxxx",
-  "~Brand",
-  "~brand",
-  "~Vendor",
-  "~vendor",
-  "~Key",
-  "~key",
-  "~Xxx",
-  "~Distribution",
-  "~distribution",
-  "~New",
-  "~new",
-  "~Business",
-  "~business",
-  "~Promotional",
-  "~promotional",
-  "~Training",
-  "~training",
-  "Pulkit",
-  "pulkit",
-  "Saxena",
-  "saxena",
-  "indeed.com/r/Pulkit-Saxena/ad3f35bfe88a0410",
-  "indeed.com/r/pulkit-saxena/ad3f35bfe88a0410",
-  "410",
-  "xxxx.xxx/x/Xxxxx-Xxxxx/xxdxddxxxddxdddd",
-  "discussed",
-  "Right",
-  "Samba",
-  "samba",
-  "Xp",
-  "\\Server",
-  "\\server",
-  "\\Xxxxx",
-  "2008r2\\Server",
-  "2008r2\\server",
-  "ddddxd\\Xxxxx",
-  "NTFS",
-  "ntfs",
-  "subnetting",
-  "IGRP",
-  "igrp",
-  "1900",
-  "2960",
-  "960",
-  "2500",
-  "1800",
-  "dotlq",
-  "tlq",
-  "5500",
-  "Functioning",
-  "ADDS",
-  "DDS",
-  "Secure",
-  "NFS",
-  "nfs",
-  "SAMBA",
-  "NIS",
-  "Centralized",
-  "Password",
-  "Recover",
-  "assembling",
-  "https://www.indeed.com/r/Pulkit-Saxena/ad3f35bfe88a0410?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/pulkit-saxena/ad3f35bfe88a0410?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxxxx/xxdxddxxxddxdddd?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "MCL",
-  "mcl",
-  "IGNOU",
-  "ignou",
-  "NOU",
-  "SCIENCE",
-  "Convincing",
-  "tactfully",
-  "option",
-  "ACESE",
-  "acese",
-  "ESE",
-  "RIM",
-  "ADVANCED",
-  "CED",
-  "ETC",
-  "ADOBE",
-  "OBE",
-  "PHOTOSHOP",
-  "READER",
-  "ACROBAT",
-  "acrobat",
-  "BAT",
-  "COREL",
-  "MICROMEDIA",
-  "micromedia",
-  "FLASH",
-  "NETBEANS",
-  "CMD",
-  "cmd",
-  "PROMPT",
-  "FAMILIAR",
-  "WITH",
-  "ITH",
-  "ALL",
-  "SORTS",
-  "WINDOW",
-  "DOW",
-  "SETS",
-  "BROWSERS",
-  "KINDS",
-  "NDS",
-  "UTILITY",
-  "SOFTWARES",
-  "RES",
-  "HARDWARE",
-  "OPTIONS",
-  "INCREASE",
-  "EFFICIENCY",
-  "EFFECTIVENESS",
-  "COMPLETE",
-  "CAN",
-  "DEVELOP",
-  "LOP",
-  "WEBSITES",
-  "websites",
-  "BASED",
-  "BASIC",
-  "APPLICATIONS",
-  "ENVIRONMENT",
-  "FIREWALL",
-  "Shaheen",
-  "shaheen",
-  "Unissa",
-  "unissa",
-  "indeed.com/r/Shaheen-Unissa/",
-  "indeed.com/r/shaheen-unissa/",
-  "sa/",
-  "c54e7a04da30c354",
-  "354",
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-  "Federal",
-  "federal",
-  "Mogul",
-  "mogul",
-  "Mormugao",
-  "mormugao",
-  "gao",
-  "GOA",
-  "Etisalat",
-  "etisalat",
-  "Acelor",
-  "acelor",
-  "NNIT",
-  "nnit",
-  "Novo",
-  "novo",
-  "Nordisk",
-  "nordisk",
-  "M.R.S",
-  "m.r.s",
-  "R.S",
-  "May/2008",
-  "may/2008",
-  "Xxx/dddd",
-  "May/2016",
-  "may/2016",
-  "AcelorMittal",
-  "acelormittal",
-  "ArcelorMittal",
-  "arcelormittal",
-  "philosophy",
-  "Smartform",
-  "smartform",
-  "https://www.indeed.com/r/Shaheen-Unissa/c54e7a04da30c354?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/shaheen-unissa/c54e7a04da30c354?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxxxx/xddxdxddxxddxddd?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "Modules/",
-  "modules/",
-  "PP",
-  "pp",
-  "BADI",
-  "badi",
-  "MADHYA",
-  "HYA",
-  "PRADESH",
-  "Gulf",
-  "gulf",
-  "ulf",
-  "Cooperation",
-  "approximately",
-  "Dh81",
-  "dh81",
-  "h81",
-  "Xxdd",
-  "billion",
-  "US$",
-  "us$",
-  "XX$",
-  "Dh32.9",
-  "dh32.9",
-  "Xxdd.d",
-  "chip",
-  "began",
-  "earnest",
-  "witnessed",
-  "fastest",
-  "rocketing",
-  "141",
-  "in2013",
-  "xxdddd",
-  "RFx",
-  "rfx",
-  "opco",
-  "pco",
-  "dynpro",
-  "Modified",
-  "BBP",
-  "bbp",
-  "BID_INVITATION",
-  "bid_invitation",
-  "XXX_XXXX",
-  "BBP_OUTPUT_CHANGE_SF",
-  "bbp_output_change_sf",
-  "_SF",
-  "XXX_XXXX_XXXX_XX",
-  "trigger",
-  "smartforms",
-  "BBP_DOC_CHANGE_BADI",
-  "bbp_doc_change_badi",
-  "XXX_XXX_XXXX_XXXX",
-  "CLM",
-  "clm",
-  "RFX",
-  "rejected",
-  "M.R.S.",
-  "m.r.s.",
-  "kerosene",
-  "Lagos",
-  "lagos",
-  "gos",
-  "Nigeria",
-  "nigeria",
-  "MRS",
-  "mrs",
-  "426",
-  "fuel",
-  "uel",
-  "filling",
-  "Transfers",
-  "Nigerian",
-  "nigerian",
-  "Naira",
-  "naira",
-  "USD",
-  "usd",
-  "Currency",
-  "counts",
-  "MI01",
-  "mi01",
+  "Husker",
+  "Huskers",
+  "Husky",
+  "Hussain",
+  "Hussan",
+  "Hussein",
+  "Husseiniya",
+  "Hussey",
+  "Hustead",
+  "Hut",
+  "Hutchinson",
+  "Hutou",
+  "Hutsells",
+  "Hutton",
+  "Hutu",
+  "Hutung",
+  "Hutus",
+  "Huwayah",
+  "Huwei",
+  "Huxtable",
+  "Huy",
+  "Hwa",
+  "Hwai",
+  "Hwang",
+  "Hwank",
+  "Hwo",
+  "Hyang",
+  "Hyatt",
+  "Hybrid",
+  "Hyde",
+  "Hyderabad",
+  "Hydo",
+  "Hydra",
+  "Hydrabad",
+  "Hydraulics",
+  "Hydro",
+  "Hydrocarbon",
+  "Hydrolysis",
+  "Hygiene",
+  "Hyland",
+  "Hyman",
+  "Hymenaeus",
+  "Hymline",
+  "Hymowitz",
+  "Hyong",
+  "Hyper",
+  "Hyper-",
+  "HyperCard",
+  "Hypercity",
+  "Hyperion",
+  "Hypermarket",
+  "Hyperthyroidism",
+  "Hyph",
+  "Hyph=Yes",
+  "Hypocrite",
+  "Hypotheekkas",
+  "Hyundai",
+  "Hyundais",
+  "I",
+  "I\"m",
+  "I&A",
+  "I'll",
+  "I'm",
+  "I've",
+  "I'vey",
+  "I-",
+  "I-'m",
+  "I-880",
+  "I.",
+  "I.B.M.",
+  "I.B.S.S.",
+  "I.C.H.",
+  "I.C.S.E",
+  "I.E.",
+  "I.E.P.",
+  "I.E.S",
+  "I.K.",
+  "I.M.R.D",
+  "I.R.D.A",
+  "I.S.R",
+  "I.T",
+  "I.T.",
+  "I.W.",
+  "I.e",
+  "I.e.",
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-  "permit",
-  "PM",
-  "sizeable",
-  "78.0",
-  "crude",
-  "90.6",
-  "0.6",
-  "tonnes",
-  "Zbapi",
-  "zbapi",
-  "HPSD",
-  "hpsd",
-  "GMR",
-  "gmr",
-  "outcome",
-  "slot",
-  "Engine/",
-  "engine/",
-  "ne/",
-  "accumulation",
-  "1923",
-  "923",
-  "millions",
-  "broadest",
-  "insulin",
-  "haemophilia",
-  "hemophilia",
-  "chronic",
-  "inflammation",
-  "EXIT",
-  "XIT",
-  "SAPMF02",
-  "sapmf02",
-  "F02",
-  "XXXXdd",
-  "ZXF05U01",
-  "zxf05u01",
-  "U01",
-  "XXXddXdd",
-  "Marmagao",
-  "marmagao",
-  "1962.Mormugao",
-  "1962.mormugao",
-  "exporting",
-  "throughput",
-  "27.33",
-  ".33",
-  "predominant",
-  "steady",
+  "I2C",
+  "IA",
+  "IA05",
+  "IAA",
+  "IAAS",
+  "IAC",
+  "IAD",
+  "IAFP",
+  "IAL",
+  "IAM",
+  "IAN",
+  "IANS",
+  "IAPA",
+  "IAR",
+  "IATA",
+  "IB",
+  "IBA",
+  "IBB",
+  "IBC",
+  "IBE",
+  "IBEW",
+  "IBI",
+  "IBJ",
+  "IBM",
+  "IBS",
+  "IBX",
+  "IC",
+  "ICA",
+  "ICAI",
+  "ICBM",
+  "ICBMs",
+  "ICC",
+  "ICD",
+  "ICE",
+  "ICFAI",
+  "ICH",
+  "ICI",
+  "ICICI",
+  "ICICIL",
+  "ICINGA",
+  "ICK",
+  "ICM",
+  "ICMP",
+  "ICO",
+  "ICOE",
+  "ICON",
+  "ICQ",
+  "ICS",
+  "ICSI",
+  "ICT",
+  "ICTM",
+  "ICU",
+  "ICUs",
+  "ICY",
+  "ICs",
+  "IDA",
+  "IDBI",
+  "IDC",
+  "IDCAMS",
+  "IDE",
+  "IDE's",
+  "IDE(Integrated",
+  "IDEA",
+  "IDEs",
+  "IDF",
+  "IDFC",
+  "IDL",
+  "IDM",
+  "IDOC",
+  "IDOCS",
+  "IDOCs",
+  "IDS",
+  "IDT",
+  "IDbCommand",
+  "IDbConnection",
+  "IDbDataReader",
+  "IDoc",
+  "IDocs",
+  "IDs",
+  "IE",
+  "IE6",
+  "IEB",
+  "IED",
+  "IED's",
+  "IEDs",
+  "IEE",
+  "IEF",
+  "IEM",
+  "IER",
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+  "IESN",
+  "IET",
+  "IETE",
+  "IEW",
+  "IF",
+  "IFA",
+  "IFAR",
+  "IFE",
+  "IFFCO",
+  "IFI",
+  "IFL",
+  "IFO",
+  "IFRS",
+  "IFT",
+  "IFW",
+  "IFY",
+  "IG",
+  "IGAAP",
+  "IGH",
+  "IGI",
+  "IGN",
+  "IGNOU",
+  "IGRP",
+  "IGS",
+  "IGTSC",
+  "IHM",
+  "II",
+  "II.",
+  "IIC",
+  "IIFL",
+  "IIGS",
+  "III",
+  "III.",
+  "IIIT",
+  "IIM",
+  "IIRC",
+  "IIS",
+  "IIS7",
+  "IISWBM",
+  "IISY",
+  "IIT",
+  "IITC",
+  "IIZ",
+  "IIcx",
+  "IJP",
+  "IJPs",
+  "IKA",
+  "IKC",
+  "IKE",
+  "IKH",
+  "IL",
+  "IL&FS",
+  "IL-4",
+  "ILA",
+  "ILD",
+  "ILE",
+  "ILI",
+  "ILL",
+  "ILLUMINATION",
+  "ILS",
+  "ILT",
+  "ILY",
+  "IM",
+  "IMA",
+  "IME",
+  "IMEI",
+  "IMELDA",
+  "IMF",
+  "IMG",
+  "IMG_0782.JPG",
+  "IMI",
+  "IMO",
+  "IMOS",
+  "IMP",
+  "IMPLEMENTATION",
+  "IMPORT",
+  "IMPROVE",
+  "IMPS",
+  "IMPULSE",
+  "IMS",
+  "IMSAI",
+  "IMSDC",
+  "IMSP",
+  "IMT",
+  "IN",
+  "INC",
+  "INC.",
+  "INCHARGE",
+  "INCLUDED",
+  "INCOME",
+  "INCOTERMS",
+  "INCREASE",
+  "IND",
+  "INDEX",
+  "INDIA",
+  "INDIAN",
+  "INDICATION",
+  "INDIVIDUAL",
+  "INDORE",
+  "INDUSTRIAL",
+  "INDUSTRIES",
+  "INDUSTRISE",
+  "INE",
+  "INFOBASE",
+  "INFOCOM",
+  "INFOGAIN",
+  "INFOLINE",
+  "INFORMATION",
+  "INFOSYS",
+  "INFOTECH",
+  "INFOVISTA",
+  "INFRA",
+  "INFRACOM",
+  "ING",
+  "INGERSOLL",
+  "INI",
+  "INITIATIVE",
+  "INK",
+  "INMAC",
+  "INMEX",
+  "INNOVATIVE",
+  "INO",
+  "INOX",
+  "INQUIRY",
+  "INR",
+  "INS",
+  "INSIGHTS",
+  "INSTA",
+  "INSTALLED",
+  "INSTITUTE",
+  "INSURANCE",
+  "INT",
+  "INTEGRATED",
+  "INTEGRATION",
+  "INTEGRATOR",
+  "INTEL",
+  "INTELLIGENCE",
+  "INTENSIVE",
+  "INTER",
+  "INTERBANK",
+  "INTEREST",
+  "INTERFACE",
+  "INTERLINK",
+  "INTERN",
+  "INTERNATIONAL",
+  "INTERNET",
+  "INTERNSHIP",
+  "INTERPERSONAL",
+  "INTERPUBLIC",
+  "INTRESTS",
+  "INVENTORY",
+  "INVESTMENT",
+  "IO",
+  "IOC",
+  "IOCR",
+  "IOD",
+  "IOF",
+  "IOG",
+  "IOIP",
+  "ION",
+  "IOR",
+  "IOS",
+  "IOSH",
+  "IOT",
+  "IOUs",
+  "IOW",
+  "IP",
+  "IPA",
+  "IPC",
+  "IPCs",
+  "IPD",
+  "IPFIX",
+  "IPL",
+  "IPLC",
+  "IPO",
+  "IPP",
+  "IPS",
+  "IPSEC",
+  "IPSec",
+  "IPT",
+  "IPTV",
+  "IPng",
+  "IProcess",
+  "IPs",
+  "IPsec",
+  "IPv4",
+  "IPv6",
+  "IQ",
+  "IQ/",
+  "IQ97",
+  "IQuinox",
+  "IR",
+  "IR2",
+  "IRA",
+  "IRAs",
+  "IRB",
+  "IRC",
+  "IRD",
+  "IRDA",
+  "IRDs",
+  "IRE",
+  "IRIS",
+  "IRIs",
+  "IRL",
+  "IRM",
+  "IRN",
+  "IRO",
+  "IRS",
+  "IRT",
+  "IRU",
+  "IRY",
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+  "IS-",
+  "IS/",
+  "IS7",
+  "ISA",
+  "ISAS",
+  "ISC",
+  "ISDN",
+  "ISE",
+  "ISGCON",
+  "ISH",
+  "ISI",
+  "ISIS",
+  "ISIs",
+  "ISK",
+  "ISL",
+  "ISLAM",
+  "ISLAMIC",
+  "ISM",
+  "ISN'T",
+  "ISO",
+  "ISP",
+  "ISPF",
+  "ISPs",
+  "ISR",
+  "ISRAEL",
+  "ISS",
+  "ISSUES",
+  "IST",
+  "ISTQB",
+  "ISU",
+  "ISUZU",
+  "ISY",
+  "IT",
+  "IT-",
+  "ITA",
+  "ITC",
+  "ITCS",
+  "ITE",
+  "ITEL",
+  "ITES",
+  "ITH",
+  "ITI",
+  "ITIL",
+  "ITILv3",
+  "ITIS",
+  "ITLG",
+  "ITM",
+  "ITN",
+  "ITPL",
+  "ITS",
+  "ITSM",
+  "ITT",
+  "ITV",
+  "ITY",
+  "ITZ",
+  "IUS",
+  "IV",
+  "IV.",
+  "IVE",
+  "IVR",
+  "IVR/",
+  "IVRS",
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-  "iw33",
-  "W33",
-  "Movement",
-  "MOHP",
-  "mohp",
-  "OHP",
-  "plot",
-  "Barge",
-  "barge",
-  "unloading",
-  "hydraulic",
-  "expire",
-  "Shifted",
-  "shifted",
-  "Berths",
-  "berths",
-  "MV45AFZZ",
-  "mv45afzz",
-  "FZZ",
-  "XXddXXXX",
-  "Penal",
-  "Routine-920",
-  "routine-920",
-  "920",
-  "Xxxxx-ddd",
-  "RV61A920",
-  "rv61a920",
-  "XXddXddd",
-  "tcode",
-  "IA05",
-  "ia05",
-  "A05",
-  "BAPI_RE_PR_CREATE",
-  "bapi_re_pr_create",
-  "XXXX_XX_XX_XXXX",
-  "REBDPR",
-  "rebdpr",
-  "-Building",
-  "-building",
-  "BAPI_RE_BU_CREATE",
-  "bapi_re_bu_create",
-  "REBDBU",
-  "rebdbu",
-  "DBU",
-  "-Contract",
-  "-contract",
-  "BAPI_RE_CN_CREATE",
-  "bapi_re_cn_create",
-  "RECN",
-  "recn",
-  "ECN",
-  "-Rental",
-  "-rental",
-  "BAPI_RE_RO_CREATE",
-  "bapi_re_ro_create",
-  "Rental",
-  "REBDRO",
-  "rebdro",
-  "-Business",
-  "-business",
-  "BAPI_BUPA_CREATE_FROM_DATA",
-  "bapi_bupa_create_from_data",
-  "XXXX_XXXX_XXXX_XXXX_XXXX",
-  "BAPI_BUPA_ROLE_ADD_2",
-  "bapi_bupa_role_add_2",
-  "D_2",
-  "XXXX_XXXX_XXXX_XXX_d",
-  "Rolls",
-  "rolls",
-  "RE",
-  "6.3",
-  "truck",
-  "uck",
-  "highway",
-  "agricultural",
-  "rail",
-  "Federal-",
-  "federal-",
-  "Hierarchical",
-  "hierarchical",
-  "cancelled",
-  "canceled",
-  "rebate",
-  "accrued",
-  "Return",
-  "origin",
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+  "IXIA",
+  "IXL",
+  "IYA",
+  "IZE",
+  "Ia",
+  "Ia.",
+  "IaaS",
+  "Iaas",
+  "Iaciofano",
+  "Iacocca",
+  "Iam",
+  "Ian",
+  "Ibariche",
+  "Ibbotson",
+  "Iberian",
+  "Ibhar",
+  "Ibiza",
+  "Ibla",
+  "Ibleam",
+  "Ibn",
+  "Ibot(Delivers",
+  "Ibots",
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-  "https://www.indeed.com/r/Shreekumar-Das/09e7ded65c1d7533?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/shreekumar-das/09e7ded65c1d7533?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxx/ddxdxxxddxdxdddd?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "Endeca",
-  "endeca",
-  "eca",
-  "ULA",
-  "Boosted",
-  "boosted",
-  "6X",
-  "6x",
-  "Overcame",
-  "overcame",
-  "MicroStrategy",
-  "microstrategy",
-  "elaborate",
-  "extraction",
-  "EDW",
-  "edw",
-  "~50",
-  "675",
-  "Felicitated",
-  "felicitated",
-  "Dollar",
-  "dollar",
-  "~1",
-  "~d",
-  "Ixsight",
-  "ixsight",
-  "Magic",
-  "magic",
-  "Quadrant",
-  "quadrant",
-  "Stakeholder",
-  "~2CR",
-  "~2cr",
-  "2CR",
-  "~dXX",
-  "situational",
-  "hierarchies",
-  "Formulated",
-  "~2.4CR",
-  "~2.4cr",
-  "4CR",
-  "~d.dXX",
-  "3X",
-  "3x",
-  "Funnel",
-  "Diebold",
-  "diebold",
-  "ATMs",
-  "atms",
-  "Enlisted",
-  "enlisted",
-  "~51",
-  "2-fold",
-  "odds",
-  "Superstar",
-  "superstar",
-  "SoftDEL",
-  "softdel",
-  "DEL",
-  "nuances",
-  "ODCs",
-  "odcs",
-  "DCs",
-  "Explored",
-  "cultivating",
-  "~100",
-  "~ddd",
-  "Solidyn",
-  "solidyn",
-  "dyn",
-  "Matrikon",
-  "matrikon",
-  "kon",
-  "Parker",
-  "parker",
-  "4X",
-  "4x",
-  "boosting",
-  "Fanuc",
-  "fanuc",
-  "nuc",
-  "collective",
-  "8.5",
-  "20L",
-  "20l",
-  "COMPETITION",
-  "ANALYSIS",
-  "Prospect",
+  "Kasturika",
+  "Kataline",
+  "Kate",
+  "Katha",
+  "Katharina",
+  "Katharine",
+  "Kathe",
+  "Katherine",
+  "Kathie",
+  "Kathleen",
+  "Kathman",
+  "Kathmandu",
+  "Kathryn",
+  "Kathy",
+  "Katie",
+  "Kato",
+  "Katonah",
+  "Katra",
+  "Katrina",
+  "Katta",
+  "Katunar",
+  "Katy",
+  "Katz",
+  "Katzenjammer",
+  "Katzenstein",
+  "Katzman",
+  "Kaufman",
+  "Kaul",
+  "Kaur",
+  "Kausal",
+  "Kavanagh",
+  "Kavitha",
+  "Kavya",
+  "Kawaguchi",
+  "Kawasaki",
+  "Kawashima",
+  "Kay",
+  "Kaye",
+  "Kaylee",
+  "Kaysersberg",
+  "Kayton",
+  "Kazakh",
+  "Kazakhstan",
+  "Kazakhstani",
+  "Kazempour",
+  "Kazi",
+  "Kazis",
+  "Kazuhiko",
+  "Kazuo",
+  "Kazushige",
+  "Kb",
+  "Kbasda",
+  "Ke",
+  "Kealty",
+  "Kean",
+  "Kearn",
+  "Keating",
+  "Keatingland",
+  "Kebing",
+  "Keck",
+  "Kedesh",
+  "Kee",
+  "Keefe",
+  "Keehn",
+  "Keelung",
+  "Keen",
+  "Keenan",
+  "Keene",
+  "Keep",
+  "Keepers",
+  "Keeping",
+  "Kefa",
+  "Keffer",
+  "Keg",
+  "Kegie",
+  "Kegler",
+  "Kehenen",
+  "Kei",
+  "Keidanren",
+  "Keilah",
+  "Keith",
+  "Keizai",
+  "Keizaikai",
+  "Keji",
+  "Kel",
+  "Kelaudin",
+  "Keller",
+  "Kelley",
+  "Kelli",
+  "Kellner",
+  "Kellogg",
+  "Kellwood",
+  "Kelly",
+  "Kelton",
+  "Kelvin",
+  "Kelvinator",
+  "Kemal",
+  "Kemp",
+  "Kemper",
+  "Ken",
+  "Kenaanah",
+  "Kenan",
+  "Kendall",
+  "Kendra",
+  "Kendrick",
+  "Kendriya",
+  "Kenichiro",
+  "Kenike",
+  "Kenites",
+  "Kenizzites",
+  "Kenji",
+  "Kenmore",
+  "Kennametal",
+  "Kennedy",
+  "Kennedy-",
+  "Kennedys",
+  "Kenneth",
+  "Kennett",
+  "Kennewick",
+  "Kenney",
+  "Kenny",
+  "Kenosha",
+  "Kensetsu",
+  "Kensington",
+  "Kenstar",
+  "Kent",
+  "Kenting",
+  "Kenton",
+  "Kentucky",
+  "Kenya",
+  "Kenyan",
+  "Kenyans",
+  "Kenyon",
+  "Keogh",
+  "Keong",
+  "Kept",
+  "Ker",
+  "Kerala",
+  "Kerald",
+  "Kerensky",
+  "Kerethites",
+  "Kerith",
+  "Kerkorian",
+  "Kerlone",
+  "Kern",
+  "Kernel",
+  "Kerny",
+  "Kerr",
+  "KerrMcGee",
+  "Kerrey",
+  "Kerry",
+  "Kershye",
+  "Kerstian",
+  "Keshav",
+  "Keshtmand",
+  "Kessler",
+  "Ket",
+  "Ketagalan",
+  "Ketagelan",
+  "Ketch",
+  "Ketchum",
+  "Keteyian",
+  "Ketin",
+  "Ketting",
+  "Ketwig",
+  "Kevin",
+  "Kevlar",
+  "Kewalaram",
+  "Key",
+  "KeyMile",
+  "Keyang",
+  "Keye",
+  "Keynes",
+  "Keynesian",
+  "Keynesians",
+  "Keys",
+  "Keyword",
+  "Kgs",
+  "Khabar",
+  "Khabomai",
+  "Khadhera",
+  "Khaitan",
+  "Khalapur",
+  "Khaled",
+  "Khaledi",
+  "Khaleefa",
+  "Khalfan",
+  "Khalid",
+  "Khalifa",
+  "Khalil",
+  "Khallikote",
+  "Khamenei",
+  "Khamis",
+  "Khan",
+  "Khan/2de101be4fd237ff",
+  "Khan/76865778392d7385",
+  "Khandai",
+  "Khandelwal",
+  "Khandelwal/02e488f477e2f5bc",
+  "Kharadi",
+  "Kharek",
+  "Khareq",
+  "Kharghar",
+  "Kharis",
+  "Kharoub",
+  "Khartoum",
+  "Khashvili",
+  "Khasib",
+  "Khatami",
+  "Khatib",
+  "Khatri",
+  "Khattab",
+  "Khattar",
+  "Khayr",
+  "Khazars",
+  "Khbeir",
+  "Kheng",
+  "Khieu",
+  "Khmer",
+  "Kho",
+  "Khobar",
+  "Khokha",
+  "Khomeini",
+  "Khopoli",
+  "Khori",
+  "Khost",
+  "Khra",
+  "Khurana",
+  "Khush",
+  "Khushboo",
+  "Khushi",
+  "Khwarij",
+  "Ki",
+  "Kia",
+  "Kiara",
+  "Kibana",
+  "Kid",
+  "Kidd",
+  "Kidder",
+  "Kidron",
+  "Kids",
+  "Kidwa",
+  "Kiep",
+  "Kieran",
+  "Kiev",
+  "Kiffin",
+  "Kigali",
+  "Kikkoman",
+  "Kiko",
+  "Kildare",
+  "Kileab",
+  "Kilgore",
+  "Kill",
+  "Killed",
+  "Killeen",
+  "Killer",
+  "Killers",
+  "Killing",
+  "Killion",
+  "Kilo",
+  "Kilpatrick",
+  "Kilty",
+  "Kim",
+  "Kimba",
+  "Kimberly",
+  "Kimbrough",
+  "Kimihide",
+  "Kimmel",
+  "Kin",
+  "Kind",
+  "Kinder",
+  "Kindly",
+  "Kindred",
+  "Kinescope",
+  "King",
+  "Kingdom",
+  "Kingdoms",
+  "Kingfish",
+  "Kingfisher",
+  "Kingman",
+  "Kings",
+  "Kingsford",
+  "Kingsleys",
+  "Kingston",
+  "Kingsville",
+  "Kingsway",
+  "Kinji",
+  "Kinkel",
+  "Kinkerl",
+  "Kinmen",
+  "Kinnevik",
+  "Kinney",
+  "Kinnock",
+  "Kinsey",
+  "Kinshumir",
+  "Kintana",
+  "Kiosk",
+  "Kiosks",
+  "Kip",
+  "Kippur",
+  "Kipuket",
+  "Kir",
+  "Kira",
+  "Kiran",
+  "Kirghiz",
+  "Kirghizia",
+  "Kirghizian",
+  "Kirgizia",
+  "Kiriath",
+  "Kiribati",
+  "Kiriburu",
+  "Kirin",
+  "Kiriyah",
+  "Kirk",
+  "Kirkendall",
+  "Kirkpatrick",
+  "Kirkuk",
+  "Kirloskar",
+  "Kirschbaum",
+  "Kirsh-",
+  "Kis",
+  "Kisan",
+  "Kish",
+  "Kishigawa",
+  "Kishimoto",
+  "Kishon",
+  "Kiss",
+  "Kissing",
+  "Kissinger",
+  "Kissler",
+  "Kit",
+  "Kitada",
+  "Kitamura",
+  "Kitcat",
+  "Kitchen",
+  "Kitnea",
+  "Kits",
+  "Kitties",
+  "Kitts",
+  "Kitty",
+  "Kiyotaka",
+  "Klan",
+  "Klass",
+  "Klatman",
+  "Klaus",
+  "Klauser",
+  "Kleenex",
+  "Klein",
+  "Kleinaitis",
+  "Kleinman",
+  "Kleinwort",
+  "Klelov",
+  "Klerk",
+  "Kligman",
+  "Kline",
+  "Klineberg",
+  "Klinghoffer",
+  "Klinsky",
+  "KlocWork",
+  "Klondike",
+  "Kloves",
+  "Kludi",
+  "Kluge",
+  "Klux",
+  "Kmart",
+  "Knapp",
+  "Knee",
+  "Knesset",
+  "Knicks",
+  "Knife",
+  "Knight",
+  "Knights",
+  "Knives",
+  "Knock",
+  "Knocking",
+  "Knopf",
+  "Knorr",
+  "Know",
+  "Knowing",
+  "Knowledge",
+  "Knowledgeable",
+  "Knowlton",
+  "Known",
+  "Knoxville",
+  "Knudsen",
+  "Knudson",
+  "Ko",
+  "Ko-",
+  "Kobayashi",
+  "Kobe",
+  "Kobilinsky",
+  "Koch",
+  "Kochan",
+  "Kocherstein",
+  "Kochi",
+  "Kochis",
+  "Kodak",
+  "Kodansha",
+  "Kodokan",
+  "Koenig",
+  "Koerner",
+  "Kofi",
+  "Koha",
+  "Kohinoor",
+  "Kohl",
+  "Kohlberg",
+  "Kohls",
+  "Kohut",
+  "Koito",
+  "Koizumi",
+  "Kok",
+  "Kolam",
+  "Kolbe",
+  "Kolbi",
+  "Koleskinov",
+  "Kolhapur",
+  "Kolkata",
+  "Kompakt",
+  "Kondo",
+  "Kondya",
+  "Kondya/81e406bd03e7a6d2",
+  "Kong",
+  "Kongers",
+  "Kongsberg",
+  "Kongu",
+  "Konjeti",
+  "Konjeti/964a277f6ace570c",
+  "Konka",
+  "Konner",
+  "Kono",
+  "Konopnicki",
+  "Konosuke",
+  "Konowitch",
+  "Kontham",
+  "Kontham/4dd60802da7b8057",
+  "Koo",
+  "Kool",
+  "Koop",
+  "Kopp",
+  "Koppel",
+  "Koppers",
+  "Kopri",
+  "Korah",
+  "Koran",
+  "Korando",
+  "Korbin",
+  "Korea",
+  "Koreagate",
+  "Korean",
+  "Koreanized",
+  "Koreans",
+  "Koreas",
+  "Koregaon",
+  "Kores",
+  "Koresh",
+  "Kori",
+  "Korn",
+  "Kornfield",
+  "Korotich",
+  "Korps",
+  "Korum",
+  "Koryerov",
+  "Kosar",
+  "Kosh",
+  "Kosinski",
+  "Koskotas",
+  "Kosovo",
+  "Kossuth",
+  "Kostelanetz",
+  "Kostinica",
+  "Kostunica",
+  "Kota",
+  "Kotak",
+  "Kotlin",
+  "Kotman",
+  "Kotobuki",
+  "Kottayam",
+  "Kouji",
+  "Koura",
+  "Koushik",
+  "Kovtun",
+  "Kowling",
+  "Kowloon",
+  "Kowsick",
+  "Koxinga",
+  "Koya",
+  "Kozinski",
+  "Kozlowski",
+  "Kracauer",
+  "Kracheh",
+  "Kraemer",
+  "Kraft",
+  "Krajisnik",
+  "Krakow",
+  "Kramer",
+  "Kramers",
+  "Krasnoyarsk",
+  "Kravis",
+  "Kremlin",
+  "Krenz",
+  "Krick",
+  "Kriner",
+  "Kringle",
+  "Krisher",
+  "Krishna",
+  "Krishnamurthy",
+  "Krishnaswami",
+  "Krist",
+  "Kristen",
+  "Kristin",
+  "Kristobal",
+  "Kristol",
+  "Kriz",
+  "Krk",
+  "Kroes",
+  "Krofts",
+  "Kroger",
+  "Kroll",
+  "Krombach",
+  "Kron",
+  "Kroten",
+  "Krulac",
+  "Krupp",
+  "Krushna",
+  "Krutchensky",
+  "Krys",
+  "Krysalis",
+  "Kryuchkov",
+  "Ksheeroo",
+  "Kshirsagar",
+  "Kshitij",
+  "Ku",
+  "Kuai",
+  "Kuala",
+  "Kuan",
+  "Kuandu",
+  "Kuang",
+  "Kuangdi",
+  "Kuanghua",
+  "Kuantu",
+  "Kuanyin",
+  "Kubade",
+  "Kubernetes",
+  "Kubuntu",
+  "Kucharski",
+  "Kuchma",
+  "Kudi",
+  "Kudlow",
+  "Kudos",
+  "Kudremukh",
+  "Kue",
+  "Kuehler",
+  "Kuehn",
+  "Kuei",
+  "Kueneke",
+  "Kuhns",
+  "Kui",
+  "Kuiper",
+  "Kuishan",
+  "Kujur",
+  "Kullu",
+  "Kulov",
+  "Kumar",
+  "Kumar/50d8e59fabb41a63",
+  "Kumar/96485546eadd9488",
+  "Kumble",
+  "Kume",
+  "Kummerfeld",
+  "Kun",
+  "Kunam",
+  "Kunashir",
+  "Kunashiri",
   "Kundan",
-  "kundan",
-  "indeed.com/r/Kundan-Kumar/89a130ed324ec37e",
-  "indeed.com/r/kundan-kumar/89a130ed324ec37e",
-  "37e",
-  "xxxx.xxx/x/Xxxxx-Xxxxx/ddxdddxxdddxxddx",
-  "H.P.E.S",
-  "h.p.e.s",
-  "commanding",
-  "Er",
-  "Ankit",
-  "ankit",
-  "A.N.COLLEGE",
-  "a.n.college",
-  "https://www.indeed.com/r/Kundan-Kumar/89a130ed324ec37e?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/kundan-kumar/89a130ed324ec37e?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxxxx/ddxdddxxdddxxddx?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "Phiroz",
-  "phiroz",
-  "roz",
-  "Hoble",
-  "hoble",
-  "indeed.com/r/Phiroz-Hoble/cc65ba00a1aaa5b9",
-  "indeed.com/r/phiroz-hoble/cc65ba00a1aaa5b9",
-  "5b9",
-  "xxxx.xxx/x/Xxxxx-Xxxxx/xxddxxddxdxxxdxd",
-  "hungry",
-  "gry",
-  "thrives",
-  "enjoys",
-  "resilience",
-  "spoken",
-  "SNAPSHOT",
-  "aspirant",
-  "Jaincotech",
-  "jaincotech",
-  "debt",
-  "ebt",
-  "Spanco",
-  "spanco",
-  "Respondez",
-  "respondez",
-  "dez",
-  "Infraprojects",
-  "infraprojects",
-  "callers",
-  "Goodwill",
-  "JaincoTech",
-  "Contributing",
-  "imaging",
-  "Qualifying",
-  "CXOs",
-  "cxos",
-  "XOs",
-  "https://www.indeed.com/r/Phiroz-Hoble/cc65ba00a1aaa5b9?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/phiroz-hoble/cc65ba00a1aaa5b9?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxxxx/xxddxxddxdxxxdxd?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "GaugeTech",
-  "gaugetech",
-  "Conjoin",
-  "conjoin",
-  "mergers",
-  "Observing",
-  "otherwise",
-  "illustrating",
-  "Collation",
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-  "blasting",
-  "RFI",
-  "rfi",
-  "TJX",
-  "tjx",
-  "SONY",
-  "ONY",
-  "Acrobat",
-  "bat",
-  "Divesh",
-  "divesh",
-  "indeed.com/r/Divesh-Singh/a76ddf6e110a74b8",
-  "indeed.com/r/divesh-singh/a76ddf6e110a74b8",
-  "4b8",
-  "xxxx.xxx/x/Xxxxx-Xxxxx/xddxxxdxdddxddxd",
-  "FOE",
-  "foe",
-  "handwriting",
-  "Cricketer",
-  "cricketer",
-  "12TH",
-  "2TH",
-  "ddXX",
-  "ARMY",
-  "RMY",
-  "PUBLIC",
-  "Motivator",
-  "https://www.indeed.com/r/Divesh-Singh/a76ddf6e110a74b8?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/divesh-singh/a76ddf6e110a74b8?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxxxx/xddxxxdxdddxddxd?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "Laveline",
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-  "soans",
-  "Kanchan",
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-  "FIGMENT",
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-  "Tracing",
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-  "1508",
-  "508",
-  "HUL",
-  "100cr",
-  "0cr",
-  "dddxx",
-  "Annum",
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-  "overdue",
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-  "40cr",
-  "Projection",
-  "Scheme",
-  "Productive",
-  "CAF",
-  "caf",
-  "\u2022Achieved",
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+  "Kung",
+  "Kungliao",
+  "Kungpao",
+  "Kunj",
+  "Kunming",
+  "Kuno",
+  "Kunqu",
+  "Kunshan",
+  "Kuntal",
+  "Kuo",
+  "Kuo-hui",
+  "Kuohsing",
+  "Kuomintang",
+  "Kuomnintang",
+  "Kupalba",
+  "Kuppam",
+  "Kurada",
+  "Kurai",
+  "Kurda",
+  "Kurdish",
+  "Kurdistan",
+  "Kurds",
+  "Kuril",
+  "Kurla",
+  "Kurlak",
+  "Kurland",
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+  "Madurantakam",
+  "Madya",
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+  "Mahiyan",
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+  "Mainz",
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+  "Maisara",
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+  "Maj.",
+  "Majed",
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-  "DOCUMENTATION",
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+  "Rajaaa100@Hotmail.Com",
+  "Rajah",
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+  "Roccaforte",
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+  "Rockettes",
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+  "Rodino",
+  "Rodman",
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+  "Rodolfo",
+  "Rodrigo",
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+  "Roebuck",
+  "Roederer",
+  "Roeser",
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+  "Rogie",
+  "Rogin",
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+  "Rojas",
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+  "Rokaya",
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+  "Rolodexes",
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+  "Romance",
+  "Romanee",
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+  "Romantic",
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+  "Rong",
+  "Rongdian",
+  "Rongguang",
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+  "Rongke",
+  "Rongkun",
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+  "Rongzhen",
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+  "Roommates",
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+  "Ruan",
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   "Samyuktha",
-  "samyuktha",
-  "Shivakumar",
-  "shivakumar",
-  "indeed.com/r/Samyuktha-Shivakumar/",
-  "indeed.com/r/samyuktha-shivakumar/",
-  "cabce09fe942cb85",
-  "b85",
-  "xxxxddxxdddxxdd",
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-  "Wistia",
-  "wistia",
-  "Quora",
-  "quora",
-  "Marketo",
-  "marketo",
-  "https://www.indeed.com/r/Samyuktha-Shivakumar/cabce09fe942cb85?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/samyuktha-shivakumar/cabce09fe942cb85?isid=rex-download&ikw=download-top&co=in",
-  "Uganda",
-  "uganda",
-  "Underwent",
-  "underwent",
-  "Mateo",
-  "mateo",
-  "teo",
-  "Spoke",
-  "spoke",
-  "Aligned",
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+  "Takushoku",
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+  "Talele/951def4b9c2e2e12",
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+  "Tallahassee",
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+  "Tamaflu",
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+  "Tambade",
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+  "Tamilnadu",
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+  "Thirthar",
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+  "Thirumudivakkam",
+  "Thiruvananthapuram",
+  "Thiruvottiyur",
+  "This",
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+  "Thysenkrupp",
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-  "Bauer",
-  "bauer",
-  "Hockey",
-  "hockey",
-  "blueprints",
-  "VPLM",
-  "vplm",
+  "Vision",
+  "Visionary",
+  "Visit",
+  "Visited",
+  "Visiting",
+  "Visitors",
+  "Visits",
+  "Visker",
+  "Vista",
+  "Vista/7/8/8.1/10",
+  "Visual",
+  "Visualiser",
+  "Visualization",
+  "Visvesvaraya",
+  "Visveswaraiah",
+  "Vitaly",
+  "Vitamin",
+  "Vitamins",
+  "Vitria",
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+  "Vittoria",
+  "Vitulli",
+  "Viva",
+  "Vivaah",
+  "Vivaldi",
+  "Vivek",
+  "Vivekananda",
+  "Vivien",
+  "Vivo",
+  "Viz",
+  "Vizag",
+  "Vizas",
+  "Vizcaya",
+  "Vizeversa",
+  "Vizframe",
+  "Vizianagaram",
+  "Vladaven",
+  "Vlademier",
+  "Vladimir",
+  "Vladimiro",
+  "Vlan",
+  "Vlans",
+  "Vlasi",
+  "Vlico",
+  "Vmotion",
+  "Vnet",
+  "VoIP",
+  "Vocational",
+  "Vodafone",
+  "Voe",
+  "Vogelstein",
+  "Voice",
+  "Voicemail",
+  "Voices",
+  "Voidanich",
+  "Voip",
+  "Vojislav",
+  "Vojislov",
+  "Volaticotherium",
+  "Volatility",
+  "Volcker",
+  "Voldemort",
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-  "tix",
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-  "Navigator",
-  "navigator",
-  "Trackgear",
-  "trackgear",
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+  "Volk",
+  "Volkswagen",
+  "Volland",
+  "Volokh",
+  "Volokhs",
+  "Voltage",
+  "Voltages",
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+  "Voodoo",
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+  "Vtu",
+  "Vulnerability",
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+  "WINNER",
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+  "WWOR",
+  "WWS",
+  "WWW.SHINE.COM",
+  "WYSE",
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+  "WaPo",
+  "Wabal",
+  "Wabil",
+  "Wabo",
+  "Wabtec",
+  "Wachovia",
+  "Wachtel",
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+  "Wachtler",
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+  "Wacoal",
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+  "Wadi",
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+  "Wadsworth",
+  "Waeli",
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+  "Wafaa",
+  "Wafd",
+  "Waffen",
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+  "Wagg",
+  "Waggoner",
+  "Waghmare",
+  "Wagner",
+  "Wagon",
+  "Wagoneer",
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+  "Wahabis",
+  "Wahbi",
+  "Wahhab",
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+  "Waitan",
+  "Waite",
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+  "Wajba",
+  "Wakayama",
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+  "Wakefield",
+  "Wakeman",
+  "Waksal",
+  "Wakui",
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+  "Wal-Marts",
+  "Walcott",
+  "Wald",
+  "Waldbaum",
+  "Waldheim",
+  "Waldman",
+  "Waldorf",
+  "Waleed",
+  "Walensa",
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+  "Walesa",
+  "Waleson",
+  "Walid",
+  "Walk",
+  "Walk-",
+  "Walker",
+  "Walkerswar",
+  "Walkin",
+  "Walking",
+  "Walkman",
+  "Walkmen",
+  "Wall",
+  "Wallace",
+  "Wallach",
+  "Wallboards",
+  "Wallet",
+  "Wallingford",
+  "Wallis",
+  "Wallop",
+  "Walmart",
+  "Walnut",
+  "Walplast",
+  "Walsh",
+  "Walt",
+  "Waltana",
+  "Waltch",
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+  "Walters",
+  "Waltham",
+  "Walther",
+  "Walton",
+  "Waltons",
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+  "Wamp",
+  "Wamre",
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+  "Wanbaozhi",
+  "Wanda",
+  "Wanders",
+  "Wandong",
+  "Wanfang",
+  "Wanfo",
+  "Wang",
+  "Wang2004",
+  "Wangda",
+  "Wanghsi",
+  "Wangjiazhan",
+  "Wangjiazhuang",
+  "Wanglang",
+  "Wanhai",
+  "Wanhua",
+  "Waning",
+  "Wanit",
+  "Wanjialing",
+  "Wanke",
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+  "Wanniski",
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+  "Warrant",
+  "Warranty",
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+  "Was",
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+  "Wash.",
+  "Washburn",
+  "Washing",
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+  "Washington-",
+  "Washingtonian",
+  "Wasserstein",
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+  "Watchers",
+  "Watching",
+  "Watchmen",
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+  "Waterfall",
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+  "Watergate",
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+  "Waterloo",
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+  "Waterstones",
+  "Watertown",
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+  "Watkins",
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+  "Wattyl",
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+  "Wayne",
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+  "We've",
+  "We-",
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+  "Weaken",
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+  "Weakness",
+  "Wealth",
+  "Weapons",
+  "Wear",
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+  "Weasel",
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+  "Weaving",
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+  "Web/",
+  "WebDriver",
+  "WebEx",
+  "WebI",
+  "WebLogic",
+  "WebRTC",
+  "WebSphere",
+  "Webb",
+  "Webdriver",
+  "Weber",
+  "Webern",
+  "Webhooks",
+  "Webi",
+  "Webinar",
+  "Webinars",
+  "Weblogic",
+  "Webserver",
+  "Webservice",
+  "Webservices",
+  "Website",
+  "Websphere",
+  "Webster",
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+  "Wed-",
+  "Wedbush",
+  "Wedd",
+  "Wedding",
+  "Weddings",
+  "Wedgwood",
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+  "Wednesdays",
+  "Wedtech",
+  "Wee",
+  "Weeds",
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+  "Weekend",
+  "Weekes",
+  "Weekly",
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+  "Wehmeyer",
+  "Wei",
+  "Wei-liang",
+  "Weibin",
+  "Weicheng",
+  "Weichern",
+  "Weidiaunuo",
+  "Weidong",
+  "Weifang",
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+  "Weighted",
+  "Weiguang",
+  "Weihai",
+  "Weihua",
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+  "Weinberger",
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+  "Weiying",
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+  "boehringer-ingelheim",
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+  "boiling",
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+  "bolivian",
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+  "boycotted",
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+  "bradstreet",
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+  "maharashra",
+  "maharashtra",
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-  "Exenatide",
-  "exenatide",
-  "2.Targeting",
-  "2.targeting",
-  "gene",
-  "Sclerosis",
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-  "3.To",
-  "3.to",
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-  "autoantigens",
-  "MHC",
-  "mhc",
-  "molecule",
-  "immunotherapy",
-  "Hashimoto",
-  "hashimoto",
+  "therapist",
+  "therapists",
+  "therapy",
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+  "thereby",
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+  "therein",
+  "thereof",
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+  "thereupon",
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+  "thermal",
+  "thermax",
+  "thermo",
+  "thermocouple",
+  "thermodynamics",
+  "thermometer",
+  "thermometers",
+  "thermonuclear",
+  "thermoplastic",
+  "thermosetting",
+  "thermostat",
+  "thermostats",
+  "thermoware",
+  "thermowell",
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+  "thirumudivakkam",
+  "thiruvananthapuram",
+  "thiruvottiyur",
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+  "thousnad",
+  "thphd7uy",
+  "thrall",
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+  "three-",
+  "three-pronged",
+  "three-star",
+  "threefold",
+  "threemonth",
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+  "threlkeld",
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+  "throughout",
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+  "thunderstorm",
+  "thurber",
+  "thurmond",
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+  "thwarting",
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+  "thy",
+  "thyatira",
+  "thyroid",
   "thyroiditis",
-  "Neurotoxins",
-  "neurotoxins",
-  "medicinal",
-  "snake",
-  "neurotoxic",
-  "xic",
-  "venom",
-  "nom",
-  "colloquium",
-  "UGC",
-  "ugc",
-  "Sponsored",
-  "Rediscovering",
-  "rediscovering",
-  "Immunology",
-  "immunology",
-  "https://www.indeed.com/r/Moumita-Mitra/d63c4dc9837860db?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/moumita-mitra/d63c4dc9837860db?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxxxx/xddxdxxddddxx?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "Ballygunge",
-  "ballygunge",
-  "Rastraguru",
-  "rastraguru",
-  "Barakpur",
-  "barakpur",
-  "Vipan",
-  "vipan",
-  "indeed.com/r/Vipan-Kumar/dca2192215134f91",
-  "indeed.com/r/vipan-kumar/dca2192215134f91",
-  "f91",
-  "xxxx.xxx/x/Xxxxx-Xxxxx/xxxddddxdd",
-  "Sonoscape",
-  "sonoscape",
-  "GI",
-  "Pulmonary",
-  "pulmonary",
-  "Connecting",
-  "connecting",
-  "dots",
-  "FIAGES",
-  "fiages",
-  "GB",
-  "gb",
-  "Kalla",
-  "kalla",
-  "continue",
-  "Pentax",
-  "pentax",
-  "Manager//",
-  "manager//",
-  "r//",
-  "Xxxxx//",
-  "FY2015",
-  "fy2015",
-  "https://www.indeed.com/r/Vipan-Kumar/dca2192215134f91?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/vipan-kumar/dca2192215134f91?isid=rex-download&ikw=download-top&co=in",
-  "xxxx://xxx.xxxx.xxx/x/Xxxxx-Xxxxx/xxxddddxdd?xxxx=xxx-xxxx&xxx=xxxx-xxx&xx=XX",
-  "JayPee",
-  "Pee",
-  "EPL",
-  "epl",
-  "ASICON",
-  "asicon",
-  "ISGCON",
-  "isgcon",
-  "ENDOCON",
-  "endocon",
-  "Continue",
-  "Gastroenterologist",
-  "gastroenterologist",
-  "Hematologist",
-  "hematologist",
-  "Chronic",
-  "Hepatitis",
-  "hepatitis",
-  "Regain",
-  "regain",
-  "lost",
-  "Ganga",
-  "ganga",
-  "Medicity",
-  "medicity",
-  "Medanta",
-  "medanta",
-  "RTM",
-  "rtm",
-  "9.6Lakh",
-  "9.6lakh",
-  "d.dXxxx",
-  "ECHS",
-  "echs",
-  "Enjoyed",
-  "enjoyed",
-  "Naresh",
-  "naresh",
-  "Mandhir",
-  "mandhir",
-  "Vij",
-  "vij",
-  "Geol",
-  "geol",
-  "eol",
-  "Kausal",
-  "kausal",
-  "Madan",
-  "madan",
-  "GodhDass",
-  "godhdass",
-  "Transferred",
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-  "Handed",
-  "Xolair",
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-  "136",
-  "Lall",
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-  "AmritGoel",
-  "amritgoel",
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-  "Rosha",
-  "rosha",
-  "Athen",
-  "athen",
-  "Omalizumab",
-  "omalizumab",
-  "mab",
-  "attendee",
-  "belonged",
-  "Dispensary",
-  "dispensary",
-  "CGHS",
-  "cghs",
-  "GHS",
-  "selective",
-  "refferal",
-  "KDM",
-  "kdm",
-  "Bristol",
-  "bristol",
+  "thyself",
+  "thysenkrupp",
+  "thyssenkrupp",
+  "ti",
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+  "timescale",
+  "timescape",
+  "timetable",
+  "timezone",
+  "timid",
+  "timidity",
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+  "tims(reporting",
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+  "tipping",
+  "tipple",
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+  "tire",
+  "tired",
+  "tiredness",
+  "tirelessly",
+  "tiremaker",
+  "tires",
+  "tiresome",
+  "tiring",
+  "tiruchchirappalli",
+  "tirunelveli",
+  "tirupati",
+  "tiruppattur",
+  "tiruvallur",
+  "tiruvannamalai",
+  "tirzah",
+  "tis",
+  "tisch",
+  "tishbe",
+  "tishbite",
+  "tisl",
+  "tissue",
+  "tissues",
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+  "toads",
+  "toast",
+  "toasted",
+  "toaster",
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+  "toepfer",
+  "toes",
+  "tofu",
+  "toga",
+  "together",
+  "togetherj",
+  "togetherness",
+  "togethers",
+  "toggles",
+  "toh",
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+  "toiled",
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+  "tokai",
+  "token",
+  "tokinio",
+  "tokio",
+  "tokuo",
+  "tokyo",
+  "tokyu",
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-  "Myers",
-  "myers",
-  "Squibb",
-  "squibb",
-  "ibb",
-  "Repeatedly",
-  "repeatedly",
-  "Nephrologist",
-  "nephrologist",
-  "merged",
-  "consistence",
-  "102",
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-  "Panipat",
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-  "ESIS",
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-  "Khurana",
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-  "RML",
-  "rml",
-  "Dogra",
-  "dogra",
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-  "2.75",
-  ".75",
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-  "Fresenius",
-  "fresenius",
-  "Kabi",
-  "kabi",
-  "Haridwar",
-  "haridwar",
-  "proportion",
+  "told",
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-  "ACTIVATION",
-  "Dattatray",
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+  "undetected",
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-  "Xxxxx/ddddxdd",
-  "Investors",
-  "propel",
-  "pel",
-  "Ie",
-  "-Serenity",
-  "-serenity",
-  "Heights",
-  "Resitel-",
-  "resitel-",
-  "Lonawala",
-  "lonawala",
-  "holistically",
-  "Mobilizing",
-  "HDIL",
-  "hdil",
-  "DIL",
-  "https://www.indeed.com/r/Nadeem-Sayyed/4300027978093b07?isid=rex-download&ikw=download-top&co=IN",
-  "https://www.indeed.com/r/nadeem-sayyed/4300027978093b07?isid=rex-download&ikw=download-top&co=in",
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-  "Chanel",
-  "chanel",
-  "Nahur",
-  "nahur",
-  "Agent/",
-  "agent/",
-  "trough",
-  "PRUDIENTAIL",
-  "prudientail",
-  "SETH",
-  "ETH",
-  "CAREER",
-  "Mandals",
-  "mandals"
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+  "\u0085\u001e",
+  "\u0085\u001f",
+  "\u0085 ",
+  "\u0085\u0085",
+  "\u0085\u00a0",
+  "\u0085\u2000",
+  "\u0085\u2001",
+  "\u0085\u2002",
+  "\u0085\u2003",
+  "\u0085\u2004",
+  "\u0085\u2005",
+  "\u0085\u2007",
+  "\u0085\u2008",
+  "\u0085\u2009",
+  "\u0085\u202f",
+  "\u0085\u205f",
+  "\u0085\u3000",
+  "\u0085\u3000\u2007",
+  "\u00a0",
+  "\u00a0\n",
+  "\u00a0\n\n",
+  "\u00a0\n\u00a0",
+  "\u00a0\f",
+  "\u00a0\u001c",
+  "\u00a0\u001f",
+  "\u00a0 ",
+  "\u00a0\u00a0",
+  "\u00a0\u00a0\u00a0",
+  "\u00a0\u00a0\u00a0\n\n",
+  "\u00a0\u00a0\u00a0\u00a0",
+  "\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0",
+  "\u00a0\u2001",
+  "\u00a0\u2002",
+  "\u00a0\u2003",
+  "\u00a0\u2006",
+  "\u00a0\u2006\u00a0",
+  "\u00a0\u2008",
+  "\u00a0\u2008\n",
+  "\u00a0\u2009",
+  "\u00a0\u200a",
+  "\u00a0\u2029",
+  "\u00a0\u205f",
+  "\u00ac",
+  "\u00ac_\u00ac",
+  "\u00ae",
+  "\u00af",
+  "\u00af\\(x)/\u00af",
+  "\u00af\\(\u30c4)/\u00af",
+  "\u00b0",
+  "\u00b0C.",
+  "\u00b0F.",
+  "\u00b0K.",
+  "\u00b0X.",
+  "\u00b0c.",
+  "\u00b0f.",
+  "\u00b0k.",
+  "\u00b0x.",
+  "\u00b7",
+  "\u00c4",
+  "\u00cc",
+  "\u00cc\u00f2",
+  "\u00cc\u00f2...(c)x\u02d9go\u00cc\u00f6]",
+  "\u00cc\u00f6",
+  "\u00cc\u00f6]",
+  "\u00d8",
+  "\u00db",
+  "\u00dbD\u00cc",
+  "\u00dbD\u00cc\u2019",
+  "\u00e0",
+  "\u00e4",
+  "\u00e4.",
+  "\u00ec",
+  "\u00ec\u00f2",
+  "\u00ec\u00f2...(c)x\u02d9go\u00ec\u00f6]",
+  "\u00ec\u00f6",
+  "\u00ec\u00f6]",
+  "\u00f6",
+  "\u00f6.",
+  "\u00f6]o",
+  "\u00f8",
+  "\u00fb",
+  "\u00fbd\u00ec",
+  "\u00fbd\u00ec\u2019",
+  "\u00fc",
+  "\u00fc.",
+  "\u035e",
+  "\u035eAnalytical",
+  "\u035eWireless",
+  "\u035eXxxxx",
+  "\u035eanalytical",
+  "\u035ewireless",
+  "\u035exxxx",
+  "\u0650",
+  "\u0650Anyway",
+  "\u0650Xxxxx",
+  "\u0650anyway",
+  "\u0650xxxx",
+  "\u0ca0",
+  "\u0ca0_\u0ca0",
+  "\u0ca0\ufe35\u0ca0",
+  "\u1680",
+  "\u1680\n",
+  "\u1680\u000b",
+  "\u1680\u001c",
+  "\u1680\u001d",
+  "\u1680\u001e",
+  "\u1680 ",
+  "\u1680\u0085",
+  "\u1680\u00a0",
+  "\u1680\u1680",
+  "\u1680\u2000",
+  "\u1680\u2001",
+  "\u1680\u2002",
+  "\u1680\u2004",
+  "\u1680\u2005",
+  "\u1680\u2006",
+  "\u1680\u2007",
+  "\u1680\u2008",
+  "\u1680\u2029",
+  "\u1680\u202f",
+  "\u1680\u205f\r",
+  "\u1680\u3000",
+  "\u2000",
+  "\u2000\t",
+  "\u2000\u000b",
+  "\u2000\f",
+  "\u2000\r",
+  "\u2000\u001c",
+  "\u2000\u001f",
+  "\u2000 ",
+  "\u2000\u0085",
+  "\u2000\u00a0",
+  "\u2000\u1680",
+  "\u2000\u2002",
+  "\u2000\u2003",
+  "\u2000\u2004",
+  "\u2000\u2005",
+  "\u2000\u2006",
+  "\u2000\u2007",
+  "\u2000\u2008",
+  "\u2000\u2008\u2005",
+  "\u2000\u2009",
+  "\u2000\u2029",
+  "\u2000\u3000",
+  "\u2001",
+  "\u2001\t",
+  "\u2001\n",
+  "\u2001\u000b",
+  "\u2001\f",
+  "\u2001\u001c",
+  "\u2001\u001d",
+  "\u2001\u001e",
+  "\u2001\u001f",
+  "\u2001 ",
+  "\u2001\u00a0",
+  "\u2001\u2001",
+  "\u2001\u2002",
+  "\u2001\u2005",
+  "\u2001\u2008",
+  "\u2001\u2009\u202f",
+  "\u2001\u2028\u001e",
+  "\u2001\u2029",
+  "\u2001\u2029\u202f",
+  "\u2001\u202f",
+  "\u2001\u205f",
+  "\u2001\u3000",
+  "\u2002",
+  "\u2002\t",
+  "\u2002\u000b",
+  "\u2002\f",
+  "\u2002\r",
+  "\u2002\r\u001d",
+  "\u2002\u001c",
+  "\u2002\u001d",
+  "\u2002\u0085",
+  "\u2002\u00a0",
+  "\u2002\u1680",
+  "\u2002\u2000",
+  "\u2002\u2002",
+  "\u2002\u2002\u0085",
+  "\u2002\u2004",
+  "\u2002\u2005",
+  "\u2002\u2006",
+  "\u2002\u2007",
+  "\u2002\u2008",
+  "\u2002\u2028",
+  "\u2002\u2029",
+  "\u2002\u202f",
+  "\u2002\u205f",
+  "\u2002\u3000",
+  "\u2003",
+  "\u2003\t",
+  "\u2003\r",
+  "\u2003 ",
+  "\u2003\u0085",
+  "\u2003\u1680",
+  "\u2003\u2001",
+  "\u2003\u2002",
+  "\u2003\u2004",
+  "\u2003\u2005",
+  "\u2003\u2008",
+  "\u2003\u2008\u2009",
+  "\u2003\u200a",
+  "\u2003\u2028\n",
+  "\u2003\u2029",
+  "\u2003\u205f",
+  "\u2003\u3000",
+  "\u2004",
+  "\u2004\u000b",
+  "\u2004\r",
+  "\u2004 ",
+  "\u2004\u0085",
+  "\u2004\u00a0",
+  "\u2004\u2000",
+  "\u2004\u2002",
+  "\u2004\u2004",
+  "\u2004\u2005",
+  "\u2004\u2006",
+  "\u2004\u2007",
+  "\u2004\u2008",
+  "\u2004\u200a",
+  "\u2004\u2028",
+  "\u2004\u2029",
+  "\u2004\u202f",
+  "\u2005",
+  "\u2005\t",
+  "\u2005\u000b",
+  "\u2005\f",
+  "\u2005\u001c",
+  "\u2005\u001d",
+  "\u2005\u001f",
+  "\u2005 ",
+  "\u2005\u0085",
+  "\u2005\u00a0",
+  "\u2005\u2000",
+  "\u2005\u2001",
+  "\u2005\u2002",
+  "\u2005\u2003",
+  "\u2005\u2004",
+  "\u2005\u2006",
+  "\u2005\u2007",
+  "\u2005\u2008",
+  "\u2005\u2009",
+  "\u2005\u2028",
+  "\u2005\u202f",
+  "\u2005\u205f",
+  "\u2006",
+  "\u2006\t",
+  "\u2006\n",
+  "\u2006\f",
+  "\u2006\u001c",
+  "\u2006\u001f",
+  "\u2006 ",
+  "\u2006\u0085",
+  "\u2006\u00a0",
+  "\u2006\u2000",
+  "\u2006\u2001",
+  "\u2006\u2002",
+  "\u2006\u2003",
+  "\u2006\u2004",
+  "\u2006\u2005",
+  "\u2006\u2007",
+  "\u2006\u2029",
+  "\u2006\u205f",
+  "\u2007",
+  "\u2007\t",
+  "\u2007\u000b",
+  "\u2007\f",
+  "\u2007\r",
+  "\u2007\u001c",
+  "\u2007\u001e",
+  "\u2007\u001f",
+  "\u2007 ",
+  "\u2007\u0085",
+  "\u2007\u00a0",
+  "\u2007\u1680",
+  "\u2007\u2001",
+  "\u2007\u2002",
+  "\u2007\u2002\u00a0",
+  "\u2007\u2005",
+  "\u2007\u2005\u00a0",
+  "\u2007\u2006",
+  "\u2007\u2007",
+  "\u2007\u2009",
+  "\u2007\u2028",
+  "\u2007\u2029",
+  "\u2007\u205f",
+  "\u2007\u3000",
+  "\u2008",
+  "\u2008\t",
+  "\u2008\n",
+  "\u2008\f",
+  "\u2008\r",
+  "\u2008\u001c",
+  "\u2008\u001e",
+  "\u2008 ",
+  "\u2008\u00a0",
+  "\u2008\u2000",
+  "\u2008\u2004",
+  "\u2008\u2005",
+  "\u2008\u2006",
+  "\u2008\u2007",
+  "\u2008\u2008",
+  "\u2008\u2008\u0085",
+  "\u2008\u2009",
+  "\u2008\u202f",
+  "\u2008\u205f",
+  "\u2008\u3000",
+  "\u2009",
+  "\u2009\n",
+  "\u2009\u000b",
+  "\u2009\r",
+  "\u2009\u001c",
+  "\u2009\u001d",
+  "\u2009\u001e",
+  "\u2009 ",
+  "\u2009\u1680",
+  "\u2009\u2000\u001f",
+  "\u2009\u2001",
+  "\u2009\u2002",
+  "\u2009\u2003",
+  "\u2009\u2004",
+  "\u2009\u2005",
+  "\u2009\u2006",
+  "\u2009\u2007",
+  "\u2009\u2008",
+  "\u2009\u200a",
+  "\u2009\u2028",
+  "\u2009\u3000",
+  "\u200a",
+  "\u200a\t",
+  "\u200a\n",
+  "\u200a\u000b",
+  "\u200a\f",
+  "\u200a\f\t",
+  "\u200a\f\u000b",
+  "\u200a\r",
+  "\u200a\u001c",
+  "\u200a\u001d",
+  "\u200a\u001e",
+  "\u200a\u001f",
+  "\u200a ",
+  "\u200a\u0085",
+  "\u200a\u1680\u205f\r",
+  "\u200a\u2001",
+  "\u200a\u2002",
+  "\u200a\u2004",
+  "\u200a\u2005",
+  "\u200a\u2006",
+  "\u200a\u2008",
+  "\u200a\u2008 ",
+  "\u200a\u2009",
+  "\u200a\u2029",
+  "\u200a\u205f\r",
+  "\u200a\u3000",
+  "\u2013",
+  "\u2014",
+  "\u2014\u2014",
+  "\u2018",
+  "\u2018S",
+  "\u2018X",
+  "\u2018s",
+  "\u2018x",
+  "\u2019",
+  "\u2019-(",
+  "\u2019-)",
+  "\u201912",
+  "\u201914",
+  "\u2019Cause",
+  "\u2019Cos",
+  "\u2019Coz",
+  "\u2019Cuz",
+  "\u2019S",
+  "\u2019X",
+  "\u2019Xxx",
+  "\u2019Xxxxx",
+  "\u2019am",
+  "\u2019bout",
+  "\u2019cause",
+  "\u2019cos",
+  "\u2019coz",
+  "\u2019cuz",
+  "\u2019d",
+  "\u2019em",
+  "\u2019ll",
+  "\u2019m",
+  "\u2019nuff",
+  "\u2019re",
+  "\u2019s",
+  "\u2019ve",
+  "\u2019x",
+  "\u2019xx",
+  "\u2019xxx",
+  "\u2019xxxx",
+  "\u2019y",
+  "\u2019\u2019",
+  "\u201c",
+  "\u201d",
+  "\u2022",
+  "\u2022A",
+  "\u2022Able",
+  "\u2022Achieved",
+  "\u2022An",
+  "\u2022Assisting",
+  "\u2022Confer",
+  "\u2022Coordinating",
+  "\u2022Defect",
+  "\u2022Endowed",
+  "\u2022Execute",
+  "\u2022Exposure",
+  "\u2022Field",
+  "\u2022Focus",
+  "\u2022Generated",
+  "\u2022Help",
+  "\u2022I",
+  "\u2022Interfacing",
+  "\u2022Maintain",
+  "\u2022Making",
+  "\u2022Offer",
+  "\u2022Performed",
+  "\u2022Pleasing",
+  "\u2022Possess",
+  "\u2022Prepare",
+  "\u2022Prepared",
+  "\u2022Project",
+  "\u2022Provide",
+  "\u2022Providing",
+  "\u2022Recruiting",
+  "\u2022Reviewed",
+  "\u2022Upload",
+  "\u2022Utilizing",
+  "\u2022Working",
+  "\u2022X",
+  "\u2022Xx",
+  "\u2022Xxxx",
+  "\u2022Xxxxx",
+  "\u2022a",
+  "\u2022able",
+  "\u2022achieved",
+  "\u2022an",
+  "\u2022assisting",
+  "\u2022confer",
+  "\u2022coordinating",
+  "\u2022defect",
+  "\u2022endowed",
+  "\u2022execute",
+  "\u2022exposure",
+  "\u2022field",
+  "\u2022focus",
+  "\u2022generated",
+  "\u2022help",
+  "\u2022i",
+  "\u2022interfacing",
+  "\u2022maintain",
+  "\u2022making",
+  "\u2022offer",
+  "\u2022performed",
+  "\u2022pleasing",
+  "\u2022possess",
+  "\u2022prepare",
+  "\u2022prepared",
+  "\u2022project",
+  "\u2022provide",
+  "\u2022providing",
+  "\u2022recruiting",
+  "\u2022reviewed",
+  "\u2022upload",
+  "\u2022utilizing",
+  "\u2022working",
+  "\u2022x",
+  "\u2022xx",
+  "\u2022xxxx",
+  "\u2022\u2022Collaborate",
+  "\u2022\u2022Collaborates",
+  "\u2022\u2022Xxxxx",
+  "\u2022\u2022collaborate",
+  "\u2022\u2022collaborates",
+  "\u2022\u2022xxxx",
+  "\u2022\u2022\u2022stablishing",
+  "\u2022\u2022\u2022xxxx",
+  "\u2026",
+  "\u2028",
+  "\u2028\n",
+  "\u2028\r",
+  "\u2028\u001c",
+  "\u2028\u001d",
+  "\u2028\u001f",
+  "\u2028 ",
+  "\u2028\u0085",
+  "\u2028\u00a0",
+  "\u2028\u1680",
+  "\u2028\u2001",
+  "\u2028\u2004",
+  "\u2028\u2006",
+  "\u2028\u2008",
+  "\u2028\u200a",
+  "\u2028\u200a\u2004",
+  "\u2028\u2028",
+  "\u2028\u2029",
+  "\u2028\u202f",
+  "\u2028\u205f",
+  "\u2028\u3000",
+  "\u2029",
+  "\u2029\r",
+  "\u2029\u001f",
+  "\u2029 ",
+  "\u2029\u0085",
+  "\u2029\u00a0",
+  "\u2029\u2000",
+  "\u2029\u2004",
+  "\u2029\u2005",
+  "\u2029\u2006",
+  "\u2029\u2007",
+  "\u2029\u2009",
+  "\u2029\u200a",
+  "\u2029\u2028",
+  "\u2029\u2029",
+  "\u2029\u202f",
+  "\u2029\u3000",
+  "\u202f",
+  "\u202f\t",
+  "\u202f\n",
+  "\u202f\u000b",
+  "\u202f\f",
+  "\u202f\r",
+  "\u202f\u001c",
+  "\u202f\u001d",
+  "\u202f ",
+  "\u202f\u0085",
+  "\u202f\u1680",
+  "\u202f\u2000",
+  "\u202f\u2002",
+  "\u202f\u2002\u0085",
+  "\u202f\u2003",
+  "\u202f\u2004",
+  "\u202f\u2005",
+  "\u202f\u2006",
+  "\u202f\u2007",
+  "\u202f\u2008",
+  "\u202f\u202f",
+  "\u202f\u205f",
+  "\u202f\u3000",
+  "\u205f",
+  "\u205f\u000b",
+  "\u205f\f",
+  "\u205f\r",
+  "\u205f\u001d",
+  "\u205f ",
+  "\u205f\u1680",
+  "\u205f\u2001",
+  "\u205f\u2002",
+  "\u205f\u2002\u2028",
+  "\u205f\u2003",
+  "\u205f\u2006",
+  "\u205f\u2009",
+  "\u205f\u200a",
+  "\u205f\u2028",
+  "\u205f\u202f",
+  "\u205f\u205f",
+  "\u205f\u3000",
+  "\u2192",
+  "\u21d2",
+  "\u21e8",
+  "\u2501",
+  "\u253b",
+  "\u253b\u2501\u253b",
+  "\u256f",
+  "\u25a0",
+  "\u25a0Buy",
+  "\u25a0Controlling",
+  "\u25a0Xxx",
+  "\u25a0Xxxxx",
+  "\u25a0buy",
+  "\u25a0controlling",
+  "\u25a0xxx",
+  "\u25a0xxxx",
+  "\u25a1",
+  "\u25b2",
+  "\u25c6",
+  "\u25c7",
+  "\u25cf",
+  "\u25cfStamp",
+  "\u25cfThe",
+  "\u25cfXxx",
+  "\u25cfXxxxx",
+  "\u25cfstamp",
+  "\u25cfthe",
+  "\u25cfxxx",
+  "\u25cfxxxx",
+  "\u25e6",
+  "\u2611",
+  "\u2663",
+  "\u2666",
+  "\u2713",
+  "\u2751",
+  "\u2752",
+  "\u2756",
+  "\u2794",
+  "\u27a2",
+  "\u27b2",
+  "\u3000",
+  "\u3000\u000b",
+  "\u3000\f",
+  "\u3000\r",
+  "\u3000\u001c",
+  "\u3000\u001d",
+  "\u3000 ",
+  "\u3000\u0085",
+  "\u3000\u00a0",
+  "\u3000\u1680",
+  "\u3000\u2000",
+  "\u3000\u2001",
+  "\u3000\u2002",
+  "\u3000\u2003",
+  "\u3000\u2006",
+  "\u3000\u2007",
+  "\u3000\u2008",
+  "\u3000\u2009",
+  "\u3000\u200a",
+  "\u3000\u2028",
+  "\u3000\u2029",
+  "\u3000\u202f",
+  "\u3000\u205f",
+  "\u3000\u3000",
+  "\u3010",
+  "\u3011",
+  "\u3013",
+  "\u30fb",
+  "\u4e00",
+  "\u5728",
+  "\ufe35",
+  "\uff08",
+  "\uff08www.mcoa.cn\uff09",
+  "\uff08xxx.xxxx.xx\uff09",
+  "\uff08x\uff09",
+  "\uff08\u4e00\uff09",
+  "\uff09",
+  "\uff0a",
+  "\uff0aLingtai",
+  "\uff0aXxxxx",
+  "\uff0alingtai",
+  "\uff0axxxx",
+  "\uff0c",
+  "\uff1a",
+  "\uffe5",
+  "\uffe528",
+  "\uffe5dd"
 ]
\ No newline at end of file
diff --git a/pyresparser/vocab/vectors.cfg b/pyresparser/vocab/vectors.cfg
new file mode 100644
index 0000000..32c800a
--- /dev/null
+++ b/pyresparser/vocab/vectors.cfg
@@ -0,0 +1,3 @@
+{
+  "mode":"default"
+}
\ No newline at end of file