resources/identify_punctuations.ipynb

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  {
   "cell_type": "markdown",
   "id": "1cf27c95-0b45-4d97-a62d-9950654eb386",
   "metadata": {},
   "source": [
    "# Identify punctuations (Nestle1904LFT)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1495a021-daa1-4c2e-80d5-ab7d2d75bc3f",
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    "tags": []
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   "source": [
    "## Table of content <a class=\"anchor\" id=\"TOC\"></a> \n",
    "* <a href=\"#bullet1\">1 - Introduction</a>\n",
    "* <a href=\"#bullet2\">2 - Load Text-Fabric app and data</a>\n",
    "* <a href=\"#bullet3\">3 - Performing the queries</a>\n",
    "    * <a href=\"#bullet3x1\">3.1 - Frequency of punctuations in corpus</a>\n",
    "    * <a href=\"#bullet3x2\">3.2 - Explanation of the Regular Expression</a>"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6830070-1e97-4bdf-aa0c-5eda4e624a84",
   "metadata": {},
   "source": [
    "# 1 - Introduction <a class=\"anchor\" id=\"bullet1\"></a>\n",
    "\n",
    "This Jupyter Notebook performs some analysis regarding the various punctuations used in the corpus."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a1b900e2-995f-4f36-ad74-d821092ca02c",
   "metadata": {},
   "source": [
    "# 2 - Load Text-Fabric app and data <a class=\"anchor\" id=\"bullet2\"></a>\n",
    "##### [Back to TOC](#TOC)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "6bd6c621-361d-487f-a8df-c27fb1ec9de2",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0071a0db-916c-4357-88bd-6b3255af0764",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Loading the Text-Fabric code\n",
    "# Note: it is assumed Text-Fabric is installed in your environment.\n",
    "from tf.fabric import Fabric\n",
    "from tf.app import use"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "ed76db5d-5463-4bf1-99ca-7f14b3a0f277",
   "metadata": {
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "**Locating corpus resources ...**"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "Status: latest release online <b>v0.5</b> versus <b>v03</b> locally"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "downloading app, main data and requested additions ..."
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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    {
     "data": {
      "text/html": [
       "<b title=\"latest release\">app:</b> <span title=\"rv03=#f2eb5e2b0f8805ad720d91a5cb9e2aa2fdc6c99a\">~/text-fabric-data/github/tonyjurg/Nestle1904LFT/app</span>"
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      "text/plain": [
       "<IPython.core.display.HTML object>"
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     "data": {
      "text/html": [
       "<b title=\"local release\">data:</b> <span title=\"rv0.5=#0178c4e4b8ef2ddc4fa155cc1714a58baecf0cbc offline under C:/Users/tonyj/text-fabric-data/github\">~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5</span>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
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    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   |     0.21s T otype                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     2.46s T oslots               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.61s T unicode              from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.48s T verse                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.50s T chapter              from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.57s T wordtranslit         from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.60s T word                 from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.59s T normalized           from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.58s T wordunacc            from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.50s T book                 from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.50s T after                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |      |     0.06s C __levels__           from otype, oslots, otext\n",
      "   |      |     1.83s C __order__            from otype, oslots, __levels__\n",
      "   |      |     0.07s C __rank__             from otype, __order__\n",
      "   |      |     3.93s C __levUp__            from otype, oslots, __rank__\n",
      "   |      |     2.16s C __levDown__          from otype, __levUp__, __rank__\n",
      "   |      |     0.21s C __characters__       from otext\n",
      "   |      |     0.94s C __boundary__         from otype, oslots, __rank__\n",
      "   |      |     0.04s C __sections__         from otype, oslots, otext, __levUp__, __levels__, book, chapter, verse\n",
      "   |      |     0.23s C __structure__        from otype, oslots, otext, __rank__, __levUp__, book, chapter, verse\n",
      "   |     0.36s T appos                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.43s T booknumber           from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.49s T bookshort            from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.49s T case                 from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.34s T clausetype           from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.55s T containedclause      from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.41s T degree               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.56s T gloss                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.46s T gn                   from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.35s T junction             from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.56s T lemma                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.51s T lex_dom              from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.53s T ln                   from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.41s T markafter            from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.41s T markbefore           from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.41s T markorder            from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.45s T monad                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.43s T mood                 from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.53s T morph                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.53s T nodeID               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.49s T nu                   from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.50s T number               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.46s T orig_order           from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.45s T person               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.44s T punctuation          from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.67s T ref                  from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.52s T roleclausedistance   from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.45s T sentence             from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.52s T sp                   from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.50s T sp_full              from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.54s T strongs              from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.43s T subj_ref             from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.43s T tense                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.45s T type                 from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.43s T voice                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.40s T wgclass              from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.36s T wglevel              from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.38s T wgnum                from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.37s T wgrole               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.37s T wgrolelong           from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.41s T wgrule               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.35s T wgtype               from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.51s T wordlevel            from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.49s T wordrole             from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n",
      "   |     0.50s T wordrolelong         from ~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "            <b>TF:</b> <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/tf/cheatsheet.html\" title=\"text-fabric api\">TF API 12.1.5</a>, <a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/app\" title=\"tonyjurg/Nestle1904LFT app\">tonyjurg/Nestle1904LFT/app  v3</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/tf/about/searchusage.html\" title=\"Search Templates Introduction and Reference\">Search Reference</a><br>\n",
       "            <b>Data:</b> <a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/home.md\" title=\"provenance of Nestle 1904 (Low Fat Tree)\">tonyjurg - Nestle1904LFT 0.5</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/tf/writing/\" title=\"How TF features represent text\">Character table</a>, <a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/home.md\" title=\"tonyjurg - Nestle1904LFT feature documentation\">Feature docs</a><br>\n",
       "            <details class=\"nodeinfo\"><summary><b>Node types</b></summary>\n",
       "<table class=\"nodeinfo\">\n",
       "    <tr>\n",
       "        <th>Name</th>\n",
       "        <th># of nodes</th>\n",
       "        <th># slots / node</th>\n",
       "        <th>% coverage</th>\n",
       "    </tr>\n",
       "\n",
       "<tr>\n",
       "    <th>book</th>\n",
       "    <td>27</td>\n",
       "    <td>5102.93</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>chapter</th>\n",
       "    <td>260</td>\n",
       "    <td>529.92</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>verse</th>\n",
       "    <td>7943</td>\n",
       "    <td>17.35</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>sentence</th>\n",
       "    <td>8011</td>\n",
       "    <td>17.20</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>wg</th>\n",
       "    <td>113447</td>\n",
       "    <td>7.58</td>\n",
       "    <td><i>624</i></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th><i>word</i></th>\n",
       "    <td>137779</td>\n",
       "    <td>1.00</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "</table></details>\n",
       "            <b>Sets:</b> no custom sets<br>\n",
       "            <b>Features:</b><br>\n",
       "<details><summary><b>Nestle 1904 (Low Fat Tree)</b></summary>\n",
       "    <div class=\"fcorpus\">\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/after.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/after.tf\">after</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Characters (eg. punctuations) following the word</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/appos.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/appos.tf\">appos</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Apposition details</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/book.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/book.tf\">book</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Book name</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/booknumber.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/booknumber.tf\">booknumber</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> NT book number (Matthew=1, Mark=2, ..., Revelation=27)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/bookshort.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/bookshort.tf\">bookshort</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Book name (abbreviated)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/case.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/case.tf\">case</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical case (Nominative, Genitive, Dative, Accusative, Vocative)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/chapter.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/chapter.tf\">chapter</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> Chapter number inside book</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/clausetype.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/clausetype.tf\">clausetype</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Clause type details</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/containedclause.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/containedclause.tf\">containedclause</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Contained clause (WG number)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/degree.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/degree.tf\">degree</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Degree (e.g. Comparitative, Superlative)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/gloss.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/gloss.tf\">gloss</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> English gloss</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/gn.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/gn.tf\">gn</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical gender (Masculine, Feminine, Neuter)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/junction.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/junction.tf\">junction</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Junction data related to a wordgroup</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/lemma.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/lemma.tf\">lemma</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Lexeme (lemma)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/lex_dom.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/lex_dom.tf\">lex_dom</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Lexical domain according to Semantic Dictionary of Biblical Greek, SDBG (not present everywhere?)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/ln.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/ln.tf\">ln</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Lauw-Nida lexical classification (not present everywhere?)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/markafter.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/markafter.tf\">markafter</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Text critical marker after word</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/markbefore.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/markbefore.tf\">markbefore</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Text critical marker before word</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/markorder.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/markorder.tf\">markorder</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Order of punctuation and text critical marker</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/monad.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/monad.tf\">monad</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> Monad (word order in the corpus)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/mood.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/mood.tf\">mood</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical mood of the verb (passive, etc)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/morph.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/morph.tf\">morph</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Morphological tag (Sandborg-Petersen morphology)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/nodeID.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/nodeID.tf\">nodeID</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Node ID (as in the XML source data, not yet post-processes)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/normalized.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/normalized.tf\">normalized</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Surface word with accents normalized and trailing punctuations removed</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/nu.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/nu.tf\">nu</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical number (Singular, Plural)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/number.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/number.tf\">number</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical number of the verb</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/orig_order.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/orig_order.tf\">orig_order</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> Word order (in source XML file)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/otype.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/otype.tf\">otype</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> </span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/person.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/person.tf\">person</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical person of the verb (first, second, third)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/punctuation.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/punctuation.tf\">punctuation</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Punctuation after word</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/ref.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/ref.tf\">ref</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ref ID</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/roleclausedistance.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/roleclausedistance.tf\">roleclausedistance</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Distance to wordgroup defining the role of this word</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/sentence.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/sentence.tf\">sentence</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> Sentence number (counted per chapter)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/sp.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/sp.tf\">sp</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Part of Speech (abbreviated)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/sp_full.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/sp_full.tf\">sp_full</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Part of Speech (long description)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/strongs.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/strongs.tf\">strongs</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Strongs number</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/subj_ref.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/subj_ref.tf\">subj_ref</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Subject reference (to nodeID in XML source data, not yet post-processes)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/tense.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/tense.tf\">tense</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical tense of the verb (e.g. Present, Aorist)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/type.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/type.tf\">type</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical type  of noun or pronoun (e.g. Common, Personal)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/unicode.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/unicode.tf\">unicode</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Word as it arears in the text in Unicode (incl. punctuations)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/verse.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/verse.tf\">verse</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> Verse number inside chapter</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/voice.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/voice.tf\">voice</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Gramatical voice of the verb</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wgclass.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wgclass.tf\">wgclass</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Class of the wordgroup ()</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wglevel.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wglevel.tf\">wglevel</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> Number of parent wordgroups for a wordgroup</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wgnum.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wgnum.tf\">wgnum</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> Wordgroup number (counted per book)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wgrole.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wgrole.tf\">wgrole</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Role of the wordgroup (abbreviated)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wgrolelong.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wgrolelong.tf\">wgrolelong</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Role of the wordgroup (full)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wgrule.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wgrule.tf\">wgrule</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Wordgroup rule information</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wgtype.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wgtype.tf\">wgtype</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Wordgroup type details</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/word.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/word.tf\">word</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Word as it appears in the text (excl. punctuations)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wordlevel.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wordlevel.tf\">wordlevel</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Number of parent wordgroups for a word</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wordrole.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wordrole.tf\">wordrole</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Role of the word (abbreviated)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wordrolelong.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wordrolelong.tf\">wordrolelong</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Role of the word (full)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wordtranslit.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wordtranslit.tf\">wordtranslit</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Transliteration of the text (in latin letters, excl. punctuations)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/wordunacc.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/wordunacc.tf\">wordunacc</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> Word without accents (excl. punctuations)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat edge\">\n",
       "<a target=\"_blank\" href=\"https://github.com/tonyjurg/Nestle1904LFT/blob/master/docs/features/oslots.md\" title=\"~/text-fabric-data/github/tonyjurg/Nestle1904LFT/tf/0.5/oslots.tf\">oslots</a>\n",
       "</div>\n",
       "<div class=\"fmono\">none</div>\n",
       "\n",
       "<span> </span>\n",
       "\n",
       "</div>\n",
       "\n",
       "    </div>\n",
       "</details>\n",
       "\n",
       "            <b>Settings:</b><br><details ><summary><b>specified</b></summary><ol><li><b>apiVersion</b>: <code>3</code></li><li><b>appName</b>: <code>tonyjurg/Nestle1904LFT</code></li><li><details><summary><b>appPath</b>:</summary><code>C:/Users/tonyj/text-fabric-data/github/tonyjurg/Nestle1904LFT/app</code></details></li><li><b>commit</b>: <code>f2eb5e2b0f8805ad720d91a5cb9e2aa2fdc6c99a</code></li><li><b>css</b>: <code>''</code></li><li><details><summary><b>dataDisplay</b>:</summary><ul><li><b>excludedFeatures</b>: [<code>reference</code>]</li><li><details><summary><b>noneValues</b>:</summary><ul><li><code>none</code></li><li><code>unknown</code></li><li><i>no value</i></li><li><code>NA</code></li><li><code>''</code></li></ul></details></li></ul></details></li><li><b>interfaceDefaults</b>: {<b>fmt</b>: <code>layout-orig-full</code>}</li><li><b>isCompatible</b>: <code>True</code></li><li><b>local</b>: <i>no value</i></li><li><details><summary><b>localDir</b>:</summary><code>C:/Users/tonyj/text-fabric-data/github/tonyjurg/Nestle1904LFT/_temp</code></details></li><li><details><summary><b>provenanceSpec</b>:</summary><ul><li><b>corpus</b>: <code>Nestle 1904 (Low Fat Tree)</code></li><li><b>org</b>: <code>tonyjurg</code></li><li><b>relative</b>: <code>/tf</code></li><li><b>repo</b>: <code>Nestle1904LFT</code></li><li><b>repro</b>: <code>Nestle1904LFT</code></li><li><b>version</b>: <code>0.5</code></li></ul></details></li><li><b>release</b>: <code>v03</code></li><li><b>showVerseInTuple</b>: <code>0</code></li><li><details><summary><b>typeDisplay</b>:</summary><ul><li><details><summary><b>book</b>:</summary><ul><li><b>label</b>: <code>{book}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>chapter</b>:</summary><ul><li><b>label</b>: <code>{chapter}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>sentence</b>:</summary><ul><li><b>hidden</b>: <code>0</code></li><li><b>label</b>: <code>{sentence}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>verse</b>:</summary><ul><li><b>label</b>: <code>{verse}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>wg</b>:</summary><ul><li><b>hidden</b>: <code>0</code></li><li><b>label</b>: <code>{rule} {clausetype} {wgrolelong} {junction}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>word</b>:</summary><ul><li><b>base</b>: <code>True</code></li><li><details><summary><b>features</b>:</summary><ul><li><code>lemma</code></li><li><code>strongs</code></li></ul></details></li><li><b>featuresBare</b>: [<code>gloss</code>]</li></ul></details></li></ul></details></li></ol></details>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "App config error(s) in wg:\n",
      "\tlabel: feature rule not loaded\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "    padding-right: 4px;\n",
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       "    border-width: var(--border-width-plain);\n",
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       ".lbl {\n",
       "    font-family: monospace;\n",
       "    margin-top: -24px;\n",
       "    margin-left: 20px;\n",
       "    background: #ffffff none repeat scroll 0 0;\n",
       "    padding: 0 6px;\n",
       "    border-style: solid;\n",
       "    display: block;\n",
       "    color: var(--label)\n",
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       ".lbl.trm {\n",
       "    background-attachment: local;\n",
       "    margin-top: 2px;\n",
       "    margin-left: 2px;\n",
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       "}\n",
       "\n",
       "/* PROVENANCE */\n",
       "\n",
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       "\tmargin: 40px;\n",
       "\tpadding: 20px;\n",
       "\tborder: 2px solid var(--fog-rim);\n",
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       "\tmargin-left: 2em;\n",
       "\tdisplay: flex;\n",
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       "\tjustify-content: stretch;\n",
       "\talign-items: baseline;\n",
       "}\n",
       "div.psline {\n",
       "\tdisplay: flex;\n",
       "\tflex-flow: row nowrap;\n",
       "\tjustify-content: stretch;\n",
       "\talign-items: baseline;\n",
       "\tbackground-color: var(--gold-mist-back);\n",
       "}\n",
       "div.pname {\n",
       "\tflex: 0 0 5rem;\n",
       "\tfont-weight: bold;\n",
       "}\n",
       "div.pval {\n",
       "    flex: 1 1 auto;\n",
       "}\n",
       "\n",
       "/* KEYBOARD */\n",
       ".ccoff {\n",
       "  background-color: inherit;\n",
       "}\n",
       ".ccon {\n",
       "  background-color: yellow ! important;\n",
       "}\n",
       ".ccon,.ccoff {\n",
       "  padding: 0.2rem;\n",
       "  margin: 0.2rem;\n",
       "  border: 0.1rem solid var(--letter-box-border);\n",
       "  border-radius: 0.1rem;\n",
       "}\n",
       ".ccline {\n",
       "  font-size: xx-large ! important;\n",
       "  font-weight: bold;\n",
       "  line-height: 2em ! important;\n",
       "}\n",
       "/* TF header */\n",
       "\n",
       "summary {\n",
       "  /* needed to override the normalize.less\n",
       "   * in the classical Jupyter Notebook\n",
       "   */\n",
       "  display: list-item ! important;\n",
       "}\n",
       "\n",
       ".fcorpus {\n",
       "  display: flex;\n",
       "  flex-flow: column nowrap;\n",
       "  justify-content: flex-start;\n",
       "  align-items: flex-start;\n",
       "  align-content: flex-start;\n",
       "  overflow: auto;\n",
       "}\n",
       ".frow {\n",
       "  display: flex;\n",
       "  flex-flow: row nowrap;\n",
       "  justify-content: flex-start;\n",
       "  align-items: flex-start;\n",
       "  align-content: flex-start;\n",
       "}\n",
       ".fmeta {\n",
       "  display: flex;\n",
       "  flex-flow: column nowrap;\n",
       "  justify-content: flex-start;\n",
       "  align-items: flex-start;\n",
       "  align-content: flex-start;\n",
       "}\n",
       ".fmetarow {\n",
       "  display: flex;\n",
       "  flex-flow: row nowrap;\n",
       "  justify-content: flex-start;\n",
       "  align-items: flex-start;\n",
       "  align-content: flex-start;\n",
       "}\n",
       ".fmetakey {\n",
       "  min-width: 8em;\n",
       "  font-family: monospace;\n",
       "}\n",
       ".fnamecat {\n",
       "  min-width: 8em;\n",
       "}\n",
       ".fnamecat.edge {\n",
       "  font-weight: bold;\n",
       "  font-style: italic;\n",
       "}\n",
       ".fmono {\n",
       "    font-family: monospace;\n",
       "}\n",
       "\n",
       ":root {\n",
       "\t--node:               hsla(120, 100%,  20%, 1.0  );\n",
       "\t--label:              hsla(  0, 100%,  20%, 1.0  );\n",
       "\t--tfsechead:          hsla(  0, 100%,  25%, 1.0  );\n",
       "\t--structure:          hsla(120, 100%,  25%, 1.0  );\n",
       "\t--features:           hsla(  0,   0%,  30%, 1.0  );\n",
       "  --text-color:         hsla( 60,  80%,  10%, 1.0  );\n",
       "  --lex-color:          hsla(220,  90%,  60%, 1.0  );\n",
       "  --meta-color:         hsla(  0,   0%,  90%, 0.7  );\n",
       "  --meta-width:         3px;\n",
       "  --border-color-nul:   hsla(  0,   0%,  90%, 0.5  );\n",
       "  --border-color0:      hsla(  0,   0%,  90%, 0.9  );\n",
       "  --border-color1:      hsla(  0,   0%,  80%, 0.9  );\n",
       "  --border-color2:      hsla(  0,   0%,  70%, 0.9  );\n",
       "  --border-color3:      hsla(  0,   0%,  80%, 0.8  );\n",
       "  --border-color4:      hsla(  0,   0%,  60%, 0.9  );\n",
       "\t--letter-box-border:  hsla(  0,   0%,  80%, 0.5  );\n",
       "  --border-width-nul:   2px;\n",
       "  --border-width0:      2px;\n",
       "  --border-width1:      3px;\n",
       "  --border-width2:      4px;\n",
       "  --border-width3:      6px;\n",
       "  --border-width4:      5px;\n",
       "  --border-width-plain: 2px;\n",
       "}\n",
       ".hl {\n",
       "  background-color: var(--hl-strong);\n",
       "}\n",
       "span.hl {\n",
       "\tbackground-color: var(--hl-strong);\n",
       "\tborder-width: 0;\n",
       "\tborder-radius: 2px;\n",
       "\tborder-style: solid;\n",
       "}\n",
       "div.contnr.hl,div.lbl.hl {\n",
       "  background-color: var(--hl-strong);\n",
       "}\n",
       "div.contnr.hl {\n",
       "  border-color: var(--hl-rim) ! important;\n",
       "\tborder-width: 4px ! important;\n",
       "}\n",
       "\n",
       "span.hlbx {\n",
       "\tborder-color: var(--hl-rim);\n",
       "\tborder-width: 4px ! important;\n",
       "\tborder-style: solid;\n",
       "\tborder-radius: 6px;\n",
       "  padding: 4px;\n",
       "  margin: 4px;\n",
       "}\n",
       ".ehl {\n",
       "  background-color: var(--ehl-strong);\n",
       "}\n",
       "\n",
       ":root {\n",
       "\t--hl-strong:        hsla( 60, 100%,  70%, 0.9  );\n",
       "\t--hl-rim:           hsla( 55,  80%,  50%, 1.0  );\n",
       "\t--ehl-strong:       hsla(240, 100%,  70%, 0.9  );\n",
       "}\n",
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       "<div><b>TF API:</b> names <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/tf/cheatsheet.html\" title=\"doc\">N F E L T S C TF Fs Fall Es Eall Cs Call</a> directly usable</div><hr>"
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   "source": [
    "# load the app and data\n",
    "N1904 = use (\"tonyjurg/Nestle1904LFT:latest\", hoist=globals())"
   ]
  },
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   "cell_type": "markdown",
   "id": "58ef1678-a19d-4c0c-80f3-84f8471a90e2",
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   "source": [
    "# 3 - Performing the queries <a class=\"anchor\" id=\"bullet3\"></a>"
   ]
  },
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   "source": [
    "## 3.1 - Frequency of punctuations in corpus <a class=\"anchor\" id=\"bullet3x1\"></a>\n",
    "##### [Back to TOC](#TOC)\n",
    "\n",
    "This code generates a table that displays the frequency of punctuations behind words within the Text-Fabric corpus. The API call C.characters.data retrieves the data in the form of a Python dictionary. The subsequent code unpacks and sorts this dictionary to present the table. It's important to note that since the query is based on the 'word' feature, there are no spaces behind the words."
   ]
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   "execution_count": 5,
   "id": "b8e8ce2d-43db-48dd-ace9-2156c7046692",
   "metadata": {
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   "outputs": [
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.12s 18507 results\n",
      "╒═══════════════╤═════════════╕\n",
      "│ Punctuation   │   Frequency │\n",
      "╞═══════════════╪═════════════╡\n",
      "│ .             │        5712 │\n",
      "├───────────────┼─────────────┤\n",
      "│ ,             │        9441 │\n",
      "├───────────────┼─────────────┤\n",
      "│ ·             │        2355 │\n",
      "├───────────────┼─────────────┤\n",
      "│ ;             │         969 │\n",
      "├───────────────┼─────────────┤\n",
      "│ —             │          30 │\n",
      "╘═══════════════╧═════════════╛\n"
     ]
    }
   ],
   "source": [
    "# Library to format table\n",
    "from tabulate import tabulate\n",
    "\n",
    "# The actual query (see section 3.2 about the used RegExp in this query)\n",
    "SearchPunctuations = '''\n",
    "word word~([\\.·—,;])$\n",
    "'''\n",
    "PunctuationList = N1904.search(SearchPunctuations)\n",
    "\n",
    "ResultDict = {}\n",
    "for tuple in PunctuationList:\n",
    "    node=tuple[0]\n",
    "    Punctuation=F.word.v(node)[-1]  \n",
    "    # Check if this Punctuation already exists in ResultDict\n",
    "    if Punctuation in ResultDict:\n",
    "        # If it exists, add the count to the existing value\n",
    "        ResultDict[Punctuation]+=1\n",
    "    else:\n",
    "        # If it doesn't exist, initialize the count as the value\n",
    "        ResultDict[Punctuation]=1\n",
    "\n",
    "# Convert the dictionary into a list of key-value pairs\n",
    "TableData = [[key, value] for key, value in ResultDict.items()]\n",
    "\n",
    "# Produce the table\n",
    "headers = [\"Punctuation\",\"Frequency\"]\n",
    "print(tabulate(TableData, headers=headers, tablefmt='fancy_grid'))\n"
   ]
  },
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   "id": "1c71a7cd",
   "metadata": {},
   "source": [
    "## 3.2 Explanation of the Regular Expression <a class=\"anchor\" id=\"bullet3x2\"></a>\n",
    "##### [Back to TOC](#TOC)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "01d81446",
   "metadata": {},
   "source": [
    "The regular expression `[\\.·—,;]$` matches any one character from the set containing `.`, `·`, `—`, `,`, or `;`. The `$` anchor ensures that this character is at the end of the string. Hence, the regular expression will only be true if any of these characters is found at the last position of a word node. If the `$` anchor is omitted, there might be false positives due to the existence of 16 word nodes that start with the character `—`. "
   ]
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