x-and-x.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "available-kazakhstan",
   "metadata": {},
   "outputs": [],
   "source": [
    "import spacy\n",
    "from IPython.display import display, HTML # For fancy displays"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "boolean-classification",
   "metadata": {},
   "outputs": [],
   "source": [
    "nlp = spacy.load('en_core_web_lg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "practical-boxing",
   "metadata": {},
   "outputs": [],
   "source": [
    "dubliners = open('../Readings/content/texts/dubliners.md').read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "stone-xerox",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Replace line breaks with spaces, to get cleaner looking output\n",
    "dublinersClean = dubliners.replace('\\n', ' ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "adult-circus",
   "metadata": {},
   "outputs": [],
   "source": [
    "dublinersDoc = nlp(dublinersClean)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "advanced-winter",
   "metadata": {},
   "outputs": [],
   "source": [
    "def red(text): \n",
    "    return f'<span style=\"color: red\">{text}</span>'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "focused-uniform",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "certain circumstances or <span style=\"color: red\">such </span> <span style=\"color: red\">and </span> <span style=\"color: red\">such </span>sins were mortal "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "mind was slowly <span style=\"color: red\">round </span> <span style=\"color: red\">and </span> <span style=\"color: red\">round </span>in the same "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "He repeated his <span style=\"color: red\">over </span> <span style=\"color: red\">and </span> <span style=\"color: red\">over </span>again, varying "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "seemed to circle <span style=\"color: red\">round </span> <span style=\"color: red\">and </span> <span style=\"color: red\">round </span>its new centre"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "turned a silver <span style=\"color: red\">round </span> <span style=\"color: red\">and </span> <span style=\"color: red\">round </span>her wrist. "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "something about the <span style=\"color: red\">over </span> <span style=\"color: red\">and </span> <span style=\"color: red\">over </span>again. The "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "child's sobbing <span style=\"color: red\">less </span> <span style=\"color: red\">and </span> <span style=\"color: red\">less</span>; and tears "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "the bandage, <span style=\"color: red\">laughed </span> <span style=\"color: red\">and </span> <span style=\"color: red\">laughed </span>again till the "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "nature of his <span style=\"color: red\">more </span> <span style=\"color: red\">and </span> <span style=\"color: red\">more </span>closely to him"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "read: Love <span style=\"color: red\">man </span> <span style=\"color: red\">and </span> <span style=\"color: red\">man </span>is impossible because "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "and read the <span style=\"color: red\">over </span> <span style=\"color: red\">and </span> <span style=\"color: red\">over </span>again. The "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "in the hall <span style=\"color: red\">fewer </span> <span style=\"color: red\">and </span> <span style=\"color: red\">fewer</span>, she began "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       ", who had <span style=\"color: red\">arguing </span> <span style=\"color: red\">and </span> <span style=\"color: red\">arguing </span>against it, "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       ", I will <span style=\"color: red\">this </span> <span style=\"color: red\">and </span> <span style=\"color: red\">this</span>. I will "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "fallen flat. <span style=\"color: red\">years </span> <span style=\"color: red\">and </span> <span style=\"color: red\">years </span>it had gone "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "may do so <span style=\"color: red\">many </span> <span style=\"color: red\">and </span> <span style=\"color: red\">many </span>a long year "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "would be an <span style=\"color: red\">one </span> <span style=\"color: red\">and </span> <span style=\"color: red\">one </span>beyond my poor "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "'s mill, <span style=\"color: red\">round </span> <span style=\"color: red\">and </span> <span style=\"color: red\">round </span>in order to "
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for w in dublinersDoc: \n",
    "    if w.lemma_ == \"and\": \n",
    "        prevWord, nextWord = dublinersDoc[w.i-1], dublinersDoc[w.i+1]\n",
    "        if prevWord.text == nextWord.text and prevWord.is_alpha: \n",
    "            #print(prevWord, w, nextWord)\n",
    "            preContext = dublinersDoc[w.i-5:w.i-2].text_with_ws\n",
    "            postContext = dublinersDoc[w.i+2:w.i+5].text_with_ws\n",
    "            highlighted = ' '.join([red(token.text_with_ws) for token in [prevWord, w, nextWord]])\n",
    "            output = preContext + highlighted + postContext\n",
    "            display(HTML(output))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "synthetic-policy",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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