{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Spacy pipeline\n",
    "\n",
    "If `gatenlp` has been installed with the spacy extra (`pip install gatenlp[spacy]` or `pip install gatenlp[all]`) you can run a Spacy pipeline on a document and get the result as `gatenlp` annotations. \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from gatenlp import Document\n",
    "from gatenlp.lib_spacy import AnnSpacy\n",
    "import spacy\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\u001b[38;5;2m✔ Download and installation successful\u001b[0m\n",
      "You can now load the model via spacy.load('en_core_web_sm')\n"
     ]
    }
   ],
   "source": [
    "# In order to use the English pipeline with Spacy, the model has to get downloaded first\n",
    "from spacy.cli import download as spacy_download\n",
    "spacy_download(\"en_core_web_sm\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<div><style>#UMEGYGHDQL-wrapper { color: black !important; }</style>\n",
       "<div id=\"UMEGYGHDQL-wrapper\">\n",
       "\n",
       "<div>\n",
       "<style>\n",
       "#UMEGYGHDQL-content {\n",
       "    width: 100%;\n",
       "    height: 100%;\n",
       "    font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Open Sans', 'Helvetica Neue', sans-serif;\n",
       "}\n",
       "\n",
       ".UMEGYGHDQL-row {\n",
       "    width: 100%;\n",
       "    display: flex;\n",
       "    flex-direction: row;\n",
       "    flex-wrap: nowrap;\n",
       "}\n",
       "\n",
       ".UMEGYGHDQL-col {\n",
       "    border: 1px solid grey;\n",
       "    display: inline-block;\n",
       "    min-width: 200px;\n",
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       "    /* white-space: normal; */\n",
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       "\n",
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       "    font-size: 1.2rem;\n",
       "    font-weight: bold;\n",
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       "\n",
       ".UMEGYGHDQL-label {\n",
       "    margin-bottom: -15px;\n",
       "    display: block;\n",
       "}\n",
       "\n",
       ".UMEGYGHDQL-input {\n",
       "    vertical-align: middle;\n",
       "    position: relative;\n",
       "    *overflow: hidden;\n",
       "}\n",
       "\n",
       "#UMEGYGHDQL-popup {\n",
       "    display: none;\n",
       "    color: black;\n",
       "    position: absolute;\n",
       "    margin-top: 10%;\n",
       "    margin-left: 10%;\n",
       "    background: #aaaaaa;\n",
       "    width: 60%;\n",
       "    height: 60%;\n",
       "    z-index: 50;\n",
       "    padding: 25px 25px 25px;\n",
       "    border: 1px solid black;\n",
       "    overflow: auto;\n",
       "}\n",
       "\n",
       ".UMEGYGHDQL-selection {\n",
       "    margin-bottom: 5px;\n",
       "}\n",
       "\n",
       ".UMEGYGHDQL-featuretable {\n",
       "    margin-top: 10px;\n",
       "}\n",
       "\n",
       ".UMEGYGHDQL-fname {\n",
       "    text-align: left !important;\n",
       "    font-weight: bold;\n",
       "    margin-right: 10px;\n",
       "}\n",
       ".UMEGYGHDQL-fvalue {\n",
       "    text-align: left !important;\n",
       "}\n",
       "</style>\n",
       "  <div id=\"UMEGYGHDQL-content\">\n",
       "        <div id=\"UMEGYGHDQL-popup\" style=\"display: none;\">\n",
       "        </div>\n",
       "        <div class=\"UMEGYGHDQL-row\" id=\"UMEGYGHDQL-row1\" style=\"height:67vh; min-height:100px;\">\n",
       "            <div id=\"UMEGYGHDQL-text-wrapper\" class=\"UMEGYGHDQL-col\" style=\"width:70%;\">\n",
       "                <div class=\"UMEGYGHDQL-hdr\" id=\"UMEGYGHDQL-dochdr\"></div>\n",
       "                <div id=\"UMEGYGHDQL-text\">\n",
       "                </div>\n",
       "            </div>\n",
       "            <div id=\"UMEGYGHDQL-chooser\" class=\"UMEGYGHDQL-col\" style=\"width:30%; border-left-width: 0px;\"></div>\n",
       "        </div>\n",
       "        <div class=\"UMEGYGHDQL-row\" id=\"UMEGYGHDQL-row2\" style=\"height:30vh; min-height: 100px;\">\n",
       "            <div id=\"UMEGYGHDQL-details\" class=\"UMEGYGHDQL-col\" style=\"width:100%; border-top-width: 0px;\">\n",
       "            </div>\n",
       "        </div>\n",
       "    </div>\n",
       "    <script src=\"https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js\"></script><script src=\"https://unpkg.com/gatenlp-ann-viewer@1.0.9/gatenlp-ann-viewer.js\"></script>\n",
       "    <script type=\"application/json\" id=\"UMEGYGHDQL-data\">\n",
       "    {\"annotation_sets\": {}, \"text\": \"This is just a sample document for experimenting with gatenlp. \\nIt mentions a few named entities like the persons Barack Obama, \\nAlbert Einstein and Wolfgang Amadeus Mozart and the geographical \\nlocations and countries America, United States of America, \\nHungary, the Atlantic Ocean, and Helskinki. \\n\\nIt also contains mentions of various numbers and amounts like \\n12 degrees, 12.83$, 25 km/h or fortytwo kilos and mentions\\norganizations and companies like the UNO, Microsoft, Apple, which\\nhas an apple as it's logo, or Google. \\n\\n\\n\", \"features\": {}, \"offset_type\": \"j\", \"name\": \"\"}\n",
       "    </script>\n",
       "    <script type=\"text/javascript\">\n",
       "        gatenlp_run(\"UMEGYGHDQL-\");\n",
       "    </script>\n",
       "  </div>\n",
       "\n",
       "</div></div>"
      ],
      "text/plain": [
       "Document(This is just a sample document for experimenting with gatenlp. \n",
       "It mentions a few named entities like the persons Barack Obama, \n",
       "Albert Einstein and Wolfgang Amadeus Mozart and the geographical \n",
       "locations and countries America, United States of America, \n",
       "Hungary, the Atlantic Ocean, and Helskinki. \n",
       "\n",
       "It also contains mentions of various numbers and amounts like \n",
       "12 degrees, 12.83$, 25 km/h or fortytwo kilos and mentions\n",
       "organizations and companies like the UNO, Microsoft, Apple, which\n",
       "has an apple as it's logo, or Google. \n",
       "\n",
       "\n",
       ",features=Features({}),anns={})"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "doc = Document.load(\"https://gatenlp.github.io/python-gatenlp/testdocument2.txt\")\n",
    "doc"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Annotating the document using Spacy\n",
    "\n",
    "In order to annotate one or more documents using Spacy, first create a AnnSpacy annotator object\n",
    "and the run the document(s) through this annotator:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "spacy_pipeline = spacy.load(\"en_core_web_sm\")\n",
    "spacy_annotator = AnnSpacy(pipeline=spacy_pipeline)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
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\"end\": 422, \"id\": 226, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 423, \"end\": 436, \"id\": 227, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 441, \"end\": 450, \"id\": 228, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 456, \"end\": 463, \"id\": 229, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 465, \"end\": 474, \"id\": 230, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 476, \"end\": 481, \"id\": 231, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 493, \"end\": 501, \"id\": 232, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 505, \"end\": 507, \"id\": 233, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 510, \"end\": 514, \"id\": 234, \"features\": {}}, {\"type\": \"NounChunk\", \"start\": 519, \"end\": 525, \"id\": 235, \"features\": {}}], \"next_annid\": 236}}, \"text\": \"This is just a sample document for experimenting with gatenlp. \\nIt mentions a few named entities like the persons Barack Obama, \\nAlbert Einstein and Wolfgang Amadeus Mozart and the geographical \\nlocations and countries America, United States of America, \\nHungary, the Atlantic Ocean, and Helskinki. \\n\\nIt also contains mentions of various numbers and amounts like \\n12 degrees, 12.83$, 25 km/h or fortytwo kilos and mentions\\norganizations and companies like the UNO, Microsoft, Apple, which\\nhas an apple as it's logo, or Google. \\n\\n\\n\", \"features\": {}, \"offset_type\": \"j\", \"name\": \"\"}\n",
       "    </script>\n",
       "    <script type=\"text/javascript\">\n",
       "        gatenlp_run(\"PZQXZBUIJE-\");\n",
       "    </script>\n",
       "  </div>\n",
       "\n",
       "</div></div>"
      ],
      "text/plain": [
       "Document(This is just a sample document for experimenting with gatenlp. \n",
       "It mentions a few named entities like the persons Barack Obama, \n",
       "Albert Einstein and Wolfgang Amadeus Mozart and the geographical \n",
       "locations and countries America, United States of America, \n",
       "Hungary, the Atlantic Ocean, and Helskinki. \n",
       "\n",
       "It also contains mentions of various numbers and amounts like \n",
       "12 degrees, 12.83$, 25 km/h or fortytwo kilos and mentions\n",
       "organizations and companies like the UNO, Microsoft, Apple, which\n",
       "has an apple as it's logo, or Google. \n",
       "\n",
       "\n",
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'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'few', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 11866476999679706272, 'pos': 'ADJ', 'prefix': 'f', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'JJ', 'shape': 'xxx', 'suffix': 'few', 'ent_type': '', 'dep': 'nummod', 'head': 32, 'left_edge': 26, 'right_edge': 28}),id=28), Annotation(81,82,SpaceToken,features=Features({'is_space': True}),id=29), Annotation(82,87,Token,features=Features({'_i': 16, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'name', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 6719370519630147158, 'pos': 'VERB', 'prefix': 'n', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'VBN', 'shape': 'xxxx', 'suffix': 'med', 'ent_type': '', 'dep': 'amod', 'head': 32, 'left_edge': 30, 'right_edge': 30}),id=30), Annotation(87,88,SpaceToken,features=Features({'is_space': True}),id=31), Annotation(88,96,Token,features=Features({'_i': 17, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'entity', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7701268449352692754, 'pos': 'NOUN', 'prefix': 'e', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNS', 'shape': 'xxxx', 'suffix': 'ies', 'ent_type': '', 'dep': 'dobj', 'head': 24, 'left_edge': 26, 'right_edge': 96}),id=32), Annotation(96,97,SpaceToken,features=Features({'is_space': True}),id=33), Annotation(97,101,Token,features=Features({'_i': 18, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'like', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 18194338103975822726, 'pos': 'SCONJ', 'prefix': 'l', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'IN', 'shape': 'xxxx', 'suffix': 'ike', 'ent_type': '', 'dep': 'prep', 'head': 32, 'left_edge': 34, 'right_edge': 80}),id=34), Annotation(101,102,SpaceToken,features=Features({'is_space': True}),id=35), Annotation(102,105,Token,features=Features({'_i': 19, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'the', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7425985699627899538, 'pos': 'DET', 'prefix': 't', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'DT', 'shape': 'xxx', 'suffix': 'the', 'ent_type': '', 'dep': 'det', 'head': 38, 'left_edge': 36, 'right_edge': 36}),id=36), Annotation(102,113,NounChunk,features=Features({}),id=209), Annotation(105,106,SpaceToken,features=Features({'is_space': True}),id=37), Annotation(106,113,Token,features=Features({'_i': 20, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'person', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 17520808660558581486, 'pos': 'NOUN', 'prefix': 'p', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNS', 'shape': 'xxxx', 'suffix': 'ons', 'ent_type': '', 'dep': 'pobj', 'head': 34, 'left_edge': 36, 'right_edge': 80}),id=38), Annotation(113,114,SpaceToken,features=Features({'is_space': True}),id=39), Annotation(114,120,Token,features=Features({'_i': 21, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Barack', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 15388493565120789335, 'pos': 'PROPN', 'prefix': 'B', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ack', 'ent_type': 'PERSON', 'dep': 'compound', 'head': 42, 'left_edge': 40, 'right_edge': 40}),id=40), Annotation(114,126,PERSON,features=Features({'lemma': 'Barack Obama'}),id=187), Annotation(114,126,NounChunk,features=Features({}),id=210), Annotation(120,121,SpaceToken,features=Features({'is_space': True}),id=41), Annotation(121,126,Token,features=Features({'_i': 22, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Obama', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 4857242187112322394, 'pos': 'PROPN', 'prefix': 'O', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ama', 'ent_type': 'PERSON', 'dep': 'appos', 'head': 38, 'left_edge': 40, 'right_edge': 80}),id=42), Annotation(126,127,Token,features=Features({'_i': 23, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 42, 'left_edge': 43, 'right_edge': 45}),id=43), Annotation(127,128,SpaceToken,features=Features({'is_space': True}),id=44), Annotation(128,129,SpaceToken,features=Features({'_i': 24, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': True, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '\\n', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 962983613142996970, 'pos': 'SPACE', 'prefix': '\\n', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '_SP', 'shape': '\\n', 'suffix': '\\n', 'ent_type': '', 'dep': '', 'head': 43, 'left_edge': 45, 'right_edge': 45}),id=45), Annotation(129,135,Token,features=Features({'_i': 25, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Albert', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 4069928766380601912, 'pos': 'PROPN', 'prefix': 'A', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ert', 'ent_type': 'PERSON', 'dep': 'compound', 'head': 48, 'left_edge': 46, 'right_edge': 46}),id=46), Annotation(129,144,PERSON,features=Features({'lemma': 'Albert Einstein'}),id=188), Annotation(129,144,NounChunk,features=Features({}),id=211), Annotation(135,136,SpaceToken,features=Features({'is_space': True}),id=47), Annotation(136,144,Token,features=Features({'_i': 26, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Einstein', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 18171558317586024262, 'pos': 'PROPN', 'prefix': 'E', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ein', 'ent_type': 'PERSON', 'dep': 'conj', 'head': 42, 'left_edge': 46, 'right_edge': 80}),id=48), Annotation(144,145,SpaceToken,features=Features({'is_space': True}),id=49), Annotation(145,148,Token,features=Features({'_i': 27, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'and', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2283656566040971221, 'pos': 'CCONJ', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'CC', 'shape': 'xxx', 'suffix': 'and', 'ent_type': '', 'dep': 'cc', 'head': 48, 'left_edge': 50, 'right_edge': 50}),id=50), Annotation(148,149,SpaceToken,features=Features({'is_space': True}),id=51), Annotation(149,157,Token,features=Features({'_i': 28, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Wolfgang', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 10098205593463260770, 'pos': 'PROPN', 'prefix': 'W', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ang', 'ent_type': 'PERSON', 'dep': 'compound', 'head': 54, 'left_edge': 52, 'right_edge': 52}),id=52), Annotation(149,172,PERSON,features=Features({'lemma': 'Wolfgang Amadeus Mozart'}),id=189), Annotation(149,172,NounChunk,features=Features({}),id=212), Annotation(157,158,SpaceToken,features=Features({'is_space': True}),id=53), Annotation(158,165,Token,features=Features({'_i': 29, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Amadeus', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 5124047285483746746, 'pos': 'PROPN', 'prefix': 'A', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'eus', 'ent_type': 'PERSON', 'dep': 'compound', 'head': 56, 'left_edge': 52, 'right_edge': 54}),id=54), Annotation(165,166,SpaceToken,features=Features({'is_space': True}),id=55), Annotation(166,172,Token,features=Features({'_i': 30, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Mozart', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2524172713799673737, 'pos': 'PROPN', 'prefix': 'M', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'art', 'ent_type': 'PERSON', 'dep': 'conj', 'head': 48, 'left_edge': 52, 'right_edge': 71}),id=56), Annotation(172,173,SpaceToken,features=Features({'is_space': True}),id=57), Annotation(173,176,Token,features=Features({'_i': 31, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'and', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2283656566040971221, 'pos': 'CCONJ', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'CC', 'shape': 'xxx', 'suffix': 'and', 'ent_type': '', 'dep': 'cc', 'head': 56, 'left_edge': 58, 'right_edge': 58}),id=58), Annotation(176,177,SpaceToken,features=Features({'is_space': True}),id=59), Annotation(177,180,Token,features=Features({'_i': 32, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'the', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7425985699627899538, 'pos': 'DET', 'prefix': 't', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'DT', 'shape': 'xxx', 'suffix': 'the', 'ent_type': '', 'dep': 'det', 'head': 65, 'left_edge': 60, 'right_edge': 60}),id=60), Annotation(177,204,NounChunk,features=Features({}),id=213), Annotation(180,181,SpaceToken,features=Features({'is_space': True}),id=61), Annotation(181,193,Token,features=Features({'_i': 33, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'geographical', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 9133095776070088972, 'pos': 'ADJ', 'prefix': 'g', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'JJ', 'shape': 'xxxx', 'suffix': 'cal', 'ent_type': '', 'dep': 'amod', 'head': 65, 'left_edge': 62, 'right_edge': 64}),id=62), Annotation(193,194,SpaceToken,features=Features({'is_space': True}),id=63), Annotation(194,195,SpaceToken,features=Features({'_i': 34, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': True, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '\\n', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 962983613142996970, 'pos': 'SPACE', 'prefix': '\\n', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '_SP', 'shape': '\\n', 'suffix': '\\n', 'ent_type': '', 'dep': '', 'head': 62, 'left_edge': 64, 'right_edge': 64}),id=64), Annotation(195,204,Token,features=Features({'_i': 35, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'location', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 13063876858105367867, 'pos': 'NOUN', 'prefix': 'l', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNS', 'shape': 'xxxx', 'suffix': 'ons', 'ent_type': '', 'dep': 'conj', 'head': 56, 'left_edge': 60, 'right_edge': 71}),id=65), Annotation(204,205,SpaceToken,features=Features({'is_space': True}),id=66), Annotation(205,208,Token,features=Features({'_i': 36, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'and', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2283656566040971221, 'pos': 'CCONJ', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'CC', 'shape': 'xxx', 'suffix': 'and', 'ent_type': '', 'dep': 'cc', 'head': 65, 'left_edge': 67, 'right_edge': 67}),id=67), Annotation(208,209,SpaceToken,features=Features({'is_space': True}),id=68), Annotation(209,218,Token,features=Features({'_i': 37, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'country', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 13957816561748780037, 'pos': 'NOUN', 'prefix': 'c', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNS', 'shape': 'xxxx', 'suffix': 'ies', 'ent_type': '', 'dep': 'compound', 'head': 71, 'left_edge': 69, 'right_edge': 69}),id=69), Annotation(209,226,NounChunk,features=Features({}),id=214), Annotation(218,219,SpaceToken,features=Features({'is_space': True}),id=70), Annotation(219,226,Token,features=Features({'_i': 38, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'America', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 13134984502707718284, 'pos': 'PROPN', 'prefix': 'A', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ica', 'ent_type': 'GPE', 'dep': 'conj', 'head': 65, 'left_edge': 69, 'right_edge': 71}),id=71), Annotation(219,226,GPE,features=Features({'lemma': 'America'}),id=190), Annotation(226,227,Token,features=Features({'_i': 39, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 48, 'left_edge': 72, 'right_edge': 72}),id=72), Annotation(227,228,SpaceToken,features=Features({'is_space': True}),id=73), Annotation(228,234,Token,features=Features({'_i': 40, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'United', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 13226800834791099135, 'pos': 'PROPN', 'prefix': 'U', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ted', 'ent_type': 'GPE', 'dep': 'compound', 'head': 76, 'left_edge': 74, 'right_edge': 74}),id=74), Annotation(228,252,GPE,features=Features({'lemma': 'United States of America'}),id=191), Annotation(228,241,NounChunk,features=Features({}),id=215), Annotation(234,235,SpaceToken,features=Features({'is_space': True}),id=75), Annotation(235,241,Token,features=Features({'_i': 41, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'States', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 3278625293875499398, 'pos': 'PROPN', 'prefix': 'S', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'tes', 'ent_type': 'GPE', 'dep': 'conj', 'head': 48, 'left_edge': 74, 'right_edge': 80}),id=76), Annotation(241,242,SpaceToken,features=Features({'is_space': True}),id=77), Annotation(242,244,Token,features=Features({'_i': 42, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'of', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 886050111519832510, 'pos': 'ADP', 'prefix': 'o', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'IN', 'shape': 'xx', 'suffix': 'of', 'ent_type': 'GPE', 'dep': 'prep', 'head': 76, 'left_edge': 78, 'right_edge': 80}),id=78), Annotation(244,245,SpaceToken,features=Features({'is_space': True}),id=79), Annotation(245,252,Token,features=Features({'_i': 43, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'America', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 13134984502707718284, 'pos': 'PROPN', 'prefix': 'A', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ica', 'ent_type': 'GPE', 'dep': 'pobj', 'head': 78, 'left_edge': 80, 'right_edge': 80}),id=80), Annotation(245,252,NounChunk,features=Features({}),id=216), Annotation(252,253,Token,features=Features({'_i': 44, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 32, 'left_edge': 81, 'right_edge': 83}),id=81), Annotation(253,254,SpaceToken,features=Features({'is_space': True}),id=82), Annotation(254,255,SpaceToken,features=Features({'_i': 45, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': True, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '\\n', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 962983613142996970, 'pos': 'SPACE', 'prefix': '\\n', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '_SP', 'shape': '\\n', 'suffix': '\\n', 'ent_type': '', 'dep': '', 'head': 81, 'left_edge': 83, 'right_edge': 83}),id=83), Annotation(255,262,Token,features=Features({'_i': 46, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Hungary', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 4329063320156559772, 'pos': 'PROPN', 'prefix': 'H', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ary', 'ent_type': 'GPE', 'dep': 'appos', 'head': 32, 'left_edge': 84, 'right_edge': 96}),id=84), Annotation(255,262,GPE,features=Features({'lemma': 'Hungary'}),id=192), Annotation(255,262,NounChunk,features=Features({}),id=217), Annotation(262,263,Token,features=Features({'_i': 47, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 84, 'left_edge': 85, 'right_edge': 85}),id=85), Annotation(263,264,SpaceToken,features=Features({'is_space': True}),id=86), Annotation(264,267,Token,features=Features({'_i': 48, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'the', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7425985699627899538, 'pos': 'DET', 'prefix': 't', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'DT', 'shape': 'xxx', 'suffix': 'the', 'ent_type': 'LOC', 'dep': 'det', 'head': 91, 'left_edge': 87, 'right_edge': 87}),id=87), Annotation(264,282,LOC,features=Features({'lemma': 'the Atlantic Ocean'}),id=193), Annotation(264,282,NounChunk,features=Features({}),id=218), Annotation(267,268,SpaceToken,features=Features({'is_space': True}),id=88), Annotation(268,276,Token,features=Features({'_i': 49, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Atlantic', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 11990389520378046275, 'pos': 'PROPN', 'prefix': 'A', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'tic', 'ent_type': 'LOC', 'dep': 'compound', 'head': 91, 'left_edge': 89, 'right_edge': 89}),id=89), Annotation(276,277,SpaceToken,features=Features({'is_space': True}),id=90), Annotation(277,282,Token,features=Features({'_i': 50, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Ocean', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 3745291585819928485, 'pos': 'PROPN', 'prefix': 'O', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ean', 'ent_type': 'LOC', 'dep': 'conj', 'head': 84, 'left_edge': 87, 'right_edge': 96}),id=91), Annotation(282,283,Token,features=Features({'_i': 51, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 91, 'left_edge': 92, 'right_edge': 92}),id=92), Annotation(283,284,SpaceToken,features=Features({'is_space': True}),id=93), Annotation(284,287,Token,features=Features({'_i': 52, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'and', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2283656566040971221, 'pos': 'CCONJ', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'CC', 'shape': 'xxx', 'suffix': 'and', 'ent_type': '', 'dep': 'cc', 'head': 91, 'left_edge': 94, 'right_edge': 94}),id=94), Annotation(287,288,SpaceToken,features=Features({'is_space': True}),id=95), Annotation(288,297,Token,features=Features({'_i': 53, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Helskinki', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 9776635674892551098, 'pos': 'PROPN', 'prefix': 'H', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNPS', 'shape': 'Xxxxx', 'suffix': 'nki', 'ent_type': 'PERSON', 'dep': 'conj', 'head': 91, 'left_edge': 96, 'right_edge': 96}),id=96), Annotation(288,297,PERSON,features=Features({'lemma': 'Helskinki'}),id=194), Annotation(288,297,NounChunk,features=Features({}),id=219), Annotation(297,298,Token,features=Features({'_i': 54, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '.', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 12646065887601541794, 'pos': 'PUNCT', 'prefix': '.', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '.', 'shape': '.', 'suffix': '.', 'ent_type': '', 'dep': 'punct', 'head': 24, 'left_edge': 97, 'right_edge': 99}),id=97), Annotation(298,299,SpaceToken,features=Features({'is_space': True}),id=98), Annotation(299,301,SpaceToken,features=Features({'_i': 55, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': True, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '\\n\\n', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 908432558851201422, 'pos': 'SPACE', 'prefix': '\\n', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '_SP', 'shape': '\\n\\n', 'suffix': '\\n\\n', 'ent_type': '', 'dep': '', 'head': 97, 'left_edge': 99, 'right_edge': 99}),id=99), Annotation(301,303,Token,features=Features({'_i': 56, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': True, 'is_space': False, 'is_stop': True, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': '-PRON-', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7859011591137717335, 'pos': 'PRON', 'prefix': 'I', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'PRP', 'shape': 'Xx', 'suffix': 'It', 'ent_type': '', 'dep': 'nsubj', 'head': 104, 'left_edge': 100, 'right_edge': 100}),id=100), Annotation(301,530,Sentence,features=Features({}),id=204), Annotation(301,303,NounChunk,features=Features({}),id=220), Annotation(303,304,SpaceToken,features=Features({'is_space': True}),id=101), Annotation(304,308,Token,features=Features({'_i': 57, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'also', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 12084876542534825196, 'pos': 'ADV', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'RB', 'shape': 'xxxx', 'suffix': 'lso', 'ent_type': '', 'dep': 'advmod', 'head': 104, 'left_edge': 102, 'right_edge': 102}),id=102), Annotation(308,309,SpaceToken,features=Features({'is_space': True}),id=103), Annotation(309,317,Token,features=Features({'_i': 58, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'contain', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 4189568596636683296, 'pos': 'VERB', 'prefix': 'c', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'VBZ', 'shape': 'xxxx', 'suffix': 'ins', 'ent_type': '', 'dep': 'ROOT', 'head': 104, 'left_edge': 100, 'right_edge': 186}),id=104), Annotation(317,318,SpaceToken,features=Features({'is_space': True}),id=105), Annotation(318,326,Token,features=Features({'_i': 59, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'mention', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 834570530775529781, 'pos': 'NOUN', 'prefix': 'm', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNS', 'shape': 'xxxx', 'suffix': 'ons', 'ent_type': '', 'dep': 'dobj', 'head': 104, 'left_edge': 106, 'right_edge': 112}),id=106), Annotation(318,326,NounChunk,features=Features({}),id=221), Annotation(326,327,SpaceToken,features=Features({'is_space': True}),id=107), Annotation(327,329,Token,features=Features({'_i': 60, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'of', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 886050111519832510, 'pos': 'ADP', 'prefix': 'o', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'IN', 'shape': 'xx', 'suffix': 'of', 'ent_type': '', 'dep': 'prep', 'head': 106, 'left_edge': 108, 'right_edge': 112}),id=108), Annotation(329,330,SpaceToken,features=Features({'is_space': True}),id=109), Annotation(330,337,Token,features=Features({'_i': 61, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'various', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 15505458595570984623, 'pos': 'ADJ', 'prefix': 'v', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'JJ', 'shape': 'xxxx', 'suffix': 'ous', 'ent_type': '', 'dep': 'amod', 'head': 112, 'left_edge': 110, 'right_edge': 110}),id=110), Annotation(330,345,NounChunk,features=Features({}),id=222), Annotation(337,338,SpaceToken,features=Features({'is_space': True}),id=111), Annotation(338,345,Token,features=Features({'_i': 62, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'number', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 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Annotation(386,387,SpaceToken,features=Features({'is_space': True}),id=131), Annotation(387,389,Token,features=Features({'_i': 74, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'km', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 378805508655178951, 'pos': 'NOUN', 'prefix': 'k', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NN', 'shape': 'xx', 'suffix': 'km', 'ent_type': 'QUANTITY', 'dep': 'dep', 'head': 134, 'left_edge': 130, 'right_edge': 132}),id=132), Annotation(389,390,Token,features=Features({'_i': 75, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 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'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NN', 'shape': 'x', 'suffix': 'h', 'ent_type': '', 'dep': 'nmod', 'head': 140, 'left_edge': 130, 'right_edge': 138}),id=134), Annotation(391,392,SpaceToken,features=Features({'is_space': True}),id=135), Annotation(392,394,Token,features=Features({'_i': 77, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'or', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 3740602843040177340, 'pos': 'CCONJ', 'prefix': 'o', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'CC', 'shape': 'xx', 'suffix': 'or', 'ent_type': '', 'dep': 'cc', 'head': 134, 'left_edge': 136, 'right_edge': 136}),id=136), 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8026612326651866097, 'pos': 'NOUN', 'prefix': 'c', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNS', 'shape': 'xxxx', 'suffix': 'ies', 'ent_type': '', 'dep': 'conj', 'head': 146, 'left_edge': 150, 'right_edge': 150}),id=150), Annotation(441,450,NounChunk,features=Features({}),id=228), Annotation(450,451,SpaceToken,features=Features({'is_space': True}),id=151), Annotation(451,455,Token,features=Features({'_i': 86, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'like', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 18194338103975822726, 'pos': 'SCONJ', 'prefix': 'l', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'IN', 'shape': 'xxxx', 'suffix': 'ike', 'ent_type': '', 'dep': 'prep', 'head': 146, 'left_edge': 152, 'right_edge': 183}),id=152), Annotation(455,456,SpaceToken,features=Features({'is_space': True}),id=153), Annotation(456,459,Token,features=Features({'_i': 87, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'the', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7425985699627899538, 'pos': 'DET', 'prefix': 't', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'DT', 'shape': 'xxx', 'suffix': 'the', 'ent_type': '', 'dep': 'det', 'head': 156, 'left_edge': 154, 'right_edge': 154}),id=154), Annotation(456,463,NounChunk,features=Features({}),id=229), Annotation(459,460,SpaceToken,features=Features({'is_space': True}),id=155), Annotation(460,463,Token,features=Features({'_i': 88, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': True, 'lang': 'en', 'lemma': 'UNO', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 16483755664596981775, 'pos': 'PROPN', 'prefix': 'U', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'XXX', 'suffix': 'UNO', 'ent_type': 'ORG', 'dep': 'pobj', 'head': 152, 'left_edge': 154, 'right_edge': 183}),id=156), Annotation(460,463,ORG,features=Features({'lemma': 'UNO'}),id=198), Annotation(463,464,Token,features=Features({'_i': 89, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 156, 'left_edge': 157, 'right_edge': 157}),id=157), Annotation(464,465,SpaceToken,features=Features({'is_space': True}),id=158), Annotation(465,474,Token,features=Features({'_i': 90, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Microsoft', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 5291444330391917710, 'pos': 'PROPN', 'prefix': 'M', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'oft', 'ent_type': 'ORG', 'dep': 'conj', 'head': 156, 'left_edge': 159, 'right_edge': 162}),id=159), Annotation(465,474,ORG,features=Features({'lemma': 'Microsoft'}),id=199), Annotation(465,474,NounChunk,features=Features({}),id=230), Annotation(474,475,Token,features=Features({'_i': 91, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 159, 'left_edge': 160, 'right_edge': 160}),id=160), Annotation(475,476,SpaceToken,features=Features({'is_space': True}),id=161), Annotation(476,481,Token,features=Features({'_i': 92, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Apple', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 6418411030699964375, 'pos': 'PROPN', 'prefix': 'A', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'ple', 'ent_type': 'ORG', 'dep': 'conj', 'head': 159, 'left_edge': 162, 'right_edge': 162}),id=162), Annotation(476,481,ORG,features=Features({'lemma': 'Apple'}),id=200), Annotation(476,481,NounChunk,features=Features({}),id=231), Annotation(481,482,Token,features=Features({'_i': 93, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 156, 'left_edge': 163, 'right_edge': 163}),id=163), Annotation(482,483,SpaceToken,features=Features({'is_space': True}),id=164), Annotation(483,488,Token,features=Features({'_i': 94, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'which', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7063653163634019529, 'pos': 'DET', 'prefix': 'w', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'WDT', 'shape': 'xxxx', 'suffix': 'ich', 'ent_type': '', 'dep': 'nsubj', 'head': 167, 'left_edge': 165, 'right_edge': 166}),id=165), Annotation(488,489,SpaceToken,features=Features({'_i': 95, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': True, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '\\n', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 962983613142996970, 'pos': 'SPACE', 'prefix': '\\n', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '_SP', 'shape': '\\n', 'suffix': '\\n', 'ent_type': '', 'dep': '', 'head': 165, 'left_edge': 166, 'right_edge': 166}),id=166), Annotation(489,492,Token,features=Features({'_i': 96, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'have', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 1248239241591158246, 'pos': 'AUX', 'prefix': 'h', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'VBZ', 'shape': 'xxx', 'suffix': 'has', 'ent_type': '', 'dep': 'relcl', 'head': 156, 'left_edge': 165, 'right_edge': 183}),id=167), Annotation(492,493,SpaceToken,features=Features({'is_space': True}),id=168), Annotation(493,495,Token,features=Features({'_i': 97, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'an', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 15099054000809333061, 'pos': 'DET', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'DT', 'shape': 'xx', 'suffix': 'an', 'ent_type': '', 'dep': 'det', 'head': 171, 'left_edge': 169, 'right_edge': 169}),id=169), Annotation(493,501,NounChunk,features=Features({}),id=232), Annotation(495,496,SpaceToken,features=Features({'is_space': True}),id=170), Annotation(496,501,Token,features=Features({'_i': 98, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'apple', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 8566208034543834098, 'pos': 'NOUN', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NN', 'shape': 'xxxx', 'suffix': 'ple', 'ent_type': '', 'dep': 'dobj', 'head': 167, 'left_edge': 169, 'right_edge': 183}),id=171), Annotation(501,502,SpaceToken,features=Features({'is_space': True}),id=172), Annotation(502,504,Token,features=Features({'_i': 99, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'as', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7437575085468336610, 'pos': 'SCONJ', 'prefix': 'a', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'IN', 'shape': 'xx', 'suffix': 'as', 'ent_type': '', 'dep': 'mark', 'head': 176, 'left_edge': 173, 'right_edge': 173}),id=173), Annotation(504,505,SpaceToken,features=Features({'is_space': True}),id=174), Annotation(505,507,Token,features=Features({'_i': 100, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '-PRON-', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 10239237003504588839, 'pos': 'PRON', 'prefix': 'i', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'PRP', 'shape': 'xx', 'suffix': 'it', 'ent_type': '', 'dep': 'nsubj', 'head': 176, 'left_edge': 175, 'right_edge': 175}),id=175), Annotation(505,507,NounChunk,features=Features({}),id=233), Annotation(507,509,Token,features=Features({'_i': 101, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'be', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 16428057658620181782, 'pos': 'AUX', 'prefix': \"'\", 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'VBZ', 'shape': \"'x\", 'suffix': \"'s\", 'ent_type': '', 'dep': 'advcl', 'head': 171, 'left_edge': 173, 'right_edge': 178}),id=176), Annotation(509,510,SpaceToken,features=Features({'is_space': True}),id=177), Annotation(510,514,Token,features=Features({'_i': 102, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'logo', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 16913656293518811842, 'pos': 'NOUN', 'prefix': 'l', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NN', 'shape': 'xxxx', 'suffix': 'ogo', 'ent_type': '', 'dep': 'attr', 'head': 176, 'left_edge': 178, 'right_edge': 178}),id=178), Annotation(510,514,NounChunk,features=Features({}),id=234), Annotation(514,515,Token,features=Features({'_i': 103, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': ',', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 2593208677638477497, 'pos': 'PUNCT', 'prefix': ',', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': ',', 'shape': ',', 'suffix': ',', 'ent_type': '', 'dep': 'punct', 'head': 171, 'left_edge': 179, 'right_edge': 179}),id=179), Annotation(515,516,SpaceToken,features=Features({'is_space': True}),id=180), Annotation(516,518,Token,features=Features({'_i': 104, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': True, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': True, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': 'or', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 3740602843040177340, 'pos': 'CCONJ', 'prefix': 'o', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'CC', 'shape': 'xx', 'suffix': 'or', 'ent_type': '', 'dep': 'cc', 'head': 171, 'left_edge': 181, 'right_edge': 181}),id=181), Annotation(518,519,SpaceToken,features=Features({'is_space': True}),id=182), Annotation(519,525,Token,features=Features({'_i': 105, 'is_alpha': True, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': True, 'is_upper': False, 'lang': 'en', 'lemma': 'Google', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 11578853341595296054, 'pos': 'PROPN', 'prefix': 'G', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': 'NNP', 'shape': 'Xxxxx', 'suffix': 'gle', 'ent_type': 'ORG', 'dep': 'conj', 'head': 171, 'left_edge': 183, 'right_edge': 183}),id=183), Annotation(519,525,ORG,features=Features({'lemma': 'Google'}),id=201), Annotation(519,525,NounChunk,features=Features({}),id=235), Annotation(525,526,Token,features=Features({'_i': 106, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': True, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': False, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '.', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 12646065887601541794, 'pos': 'PUNCT', 'prefix': '.', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '.', 'shape': '.', 'suffix': '.', 'ent_type': '', 'dep': 'punct', 'head': 104, 'left_edge': 184, 'right_edge': 186}),id=184), Annotation(526,527,SpaceToken,features=Features({'is_space': True}),id=185), Annotation(527,530,SpaceToken,features=Features({'_i': 107, 'is_alpha': False, 'is_bracket': False, 'is_currency': False, 'is_digit': False, 'is_left_punct': False, 'is_lower': False, 'is_oov': True, 'is_punct': False, 'is_quote': False, 'is_right_punct': False, 'is_sent_start': None, 'is_space': True, 'is_stop': False, 'is_title': False, 'is_upper': False, 'lang': 'en', 'lemma': '\\n\\n\\n', 'like_email': False, 'like_num': False, 'like_url': False, 'orth': 7412267946231497360, 'pos': 'SPACE', 'prefix': '\\n', 'prob': -20.0, 'rank': 18446744073709551615, 'sentiment': 0.0, 'tag': '_SP', 'shape': '\\n\\n\\n', 'suffix': '\\n\\n\\n', 'ent_type': '', 'dep': '', 'head': 184, 'left_edge': 186, 'right_edge': 186}),id=186)])})"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "doc = spacy_annotator(doc)\n",
    "doc"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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