WeeklyParasha/36 - BehaAlotcha/hapax.ipynb

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   "source": [
    "# Hapaxes in parasha #36: Beha'alotcha (Num. 8:1-12:16)"
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    "## Table of Content (ToC) <a class=\"anchor\" id=\"TOC\"></a>\n",
    "\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=\"#bullet4\">4 - Required libraries</a>\n",
    "* <a href=\"#bullet5\">5 - Further reading</a>"
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    "# 1 - Introduction <a class=\"anchor\" id=\"bullet1\"></a>\n",
    "##### [Back to ToC](#TOC)\n",
    "\n",
    "A *hapax legomenon* (ἅπαξ λεγόμενον) is the term used in linguistics and philology to refer to a word or expression that appears only once within a specific context. Usually, this context is defined as the entire works of an author or a well-defined corpus of literature. The term comes from Greek, where \"hapax\" means \"once\" and \"legomenon\" means \"something said.\" In this Notebook, the context to determine the *hapax legomena* is the full text of the Tenach, or more precisely, the full Biblica Hebraica Stuttgartensia."
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    "# 2 - Load Text-Fabric app and data <a class=\"anchor\" id=\"bullet2\"></a>\n",
    "##### [Back to ToC](#TOC)\n",
    "\n",
    "The following code will load the Text-Fabric version of the [Biblia Hebraica Stuttgartensia (Amstelodamensis)](https://etcbc.github.io/bhsa/)."
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    "%load_ext autoreload\n",
    "%autoreload 2"
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    "# 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"
   ]
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       "**Locating corpus resources ...**"
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       "\n",
       "            <b>TF:</b> <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/tf/cheatsheet.html\" title=\"text-fabric api\">TF API 12.4.4</a>, <a target=\"_blank\" href=\"https://github.com/etcbc/BHSA/blob/master/app\" title=\"etcbc/BHSA app\">etcbc/BHSA/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://etcbc.github.io/BHSA/\" title=\"provenance of BHSA = Biblia Hebraica Stuttgartensia Amstelodamensis\">etcbc - BHSA 2021</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/tf/writing/hebrew.html\" title=\"How TF features represent text\">Character table</a>, <a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/0_home\" title=\"etcbc - BHSA 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>39</td>\n",
       "    <td>10938.21</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>chapter</th>\n",
       "    <td>929</td>\n",
       "    <td>459.19</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>lex</th>\n",
       "    <td>9230</td>\n",
       "    <td>46.22</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>verse</th>\n",
       "    <td>23213</td>\n",
       "    <td>18.38</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>half_verse</th>\n",
       "    <td>45179</td>\n",
       "    <td>9.44</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>sentence</th>\n",
       "    <td>63717</td>\n",
       "    <td>6.70</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>sentence_atom</th>\n",
       "    <td>64514</td>\n",
       "    <td>6.61</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>clause</th>\n",
       "    <td>88131</td>\n",
       "    <td>4.84</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>clause_atom</th>\n",
       "    <td>90704</td>\n",
       "    <td>4.70</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>phrase</th>\n",
       "    <td>253203</td>\n",
       "    <td>1.68</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>phrase_atom</th>\n",
       "    <td>267532</td>\n",
       "    <td>1.59</td>\n",
       "    <td><b>100</b></td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th>subphrase</th>\n",
       "    <td>113850</td>\n",
       "    <td>1.42</td>\n",
       "    <td>38</td>\n",
       "</tr>\n",
       "\n",
       "<tr>\n",
       "    <th><i>word</i></th>\n",
       "    <td>426590</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>Parallel Passages</b></summary>\n",
       "    <div class=\"fcorpus\">\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat edge\">\n",
       "<a target=\"_blank\" href=\"https://nbviewer.jupyter.org/github/etcbc/parallels/blob/master/programs/parallels.ipynb\" title=\"~/text-fabric-data/github/etcbc/parallels/tf/2021/crossref.tf\">crossref</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> 🆗 links between similar passages</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "    </div>\n",
       "</details>\n",
       "\n",
       "<details><summary><b>BHSA = Biblia Hebraica Stuttgartensia Amstelodamensis</b></summary>\n",
       "    <div class=\"fcorpus\">\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/book\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/book.tf\">book</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ book name in Latin (Genesis; Numeri; Reges1; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/book@ll\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/book@am.tf\">book@ll</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ book name in amharic (ኣማርኛ)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/chapter\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/chapter.tf\">chapter</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> ✅ chapter number (1; 2; 3; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/code\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/code.tf\">code</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> ✅ identifier of a clause atom relationship (0; 74; 367; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/det\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/det.tf\">det</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ determinedness of phrase(atom) (det; und; NA.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/domain\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/domain.tf\">domain</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ text type of clause (? (Unknown); N (narrative); D (discursive); Q (Quotation).)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/freq_lex\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/freq_lex.tf\">freq_lex</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> ✅ frequency of lexemes</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/function\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/function.tf\">function</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ syntactic function of phrase (Cmpl; Objc; Pred; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/g_cons\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/g_cons.tf\">g_cons</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ word consonantal-transliterated (B R>CJT BR> >LHJM ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/g_cons_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/g_cons_utf8.tf\">g_cons_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ word consonantal-Hebrew (ב ראשׁית ברא אלהים)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/g_lex\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/g_lex.tf\">g_lex</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ lexeme pointed-transliterated (B.:- R;>CIJT B.@R@> >:ELOH ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/g_lex_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/g_lex_utf8.tf\">g_lex_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ lexeme pointed-Hebrew (בְּ רֵאשִׁית בָּרָא אֱלֹה)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/g_word\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/g_word.tf\">g_word</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ word pointed-transliterated (B.:- R;>CI73JT B.@R@74> >:ELOHI92JM)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/g_word_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/g_word_utf8.tf\">g_word_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ word pointed-Hebrew (בְּ רֵאשִׁ֖ית בָּרָ֣א אֱלֹהִ֑ים)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/gloss\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/gloss.tf\">gloss</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> 🆗 english translation of lexeme (beginning create god(s))</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/gn\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/gn.tf\">gn</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ grammatical gender (m; f; NA; unknown.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/label\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/label.tf\">label</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ (half-)verse label (half verses: A; B; C; verses:  GEN 01,02)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/language\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/language.tf\">language</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ of word or lexeme (Hebrew; Aramaic.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/lex\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/lex.tf\">lex</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ lexeme consonantal-transliterated (B R>CJT/ BR>[ >LHJM/)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/lex_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/lex_utf8.tf\">lex_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ lexeme consonantal-Hebrew (ב ראשׁית֜ ברא אלהים֜)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/ls\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/ls.tf\">ls</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ lexical set, subclassification of part-of-speech (card; ques; mult)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/nametype\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/nametype.tf\">nametype</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ⚠️ named entity type (pers; mens; gens; topo; ppde.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/nme\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/nme.tf\">nme</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ nominal ending consonantal-transliterated (absent; n/a; JM, ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/nu\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/nu.tf\">nu</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ grammatical number (sg; du; pl; NA; unknown.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/number\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/number.tf\">number</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> ✅ sequence number of an object within its context</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/otype\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/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://etcbc.github.io/BHSA/features/pargr\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/pargr.tf\">pargr</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> 🆗 hierarchical paragraph number (1; 1.2; 1.2.3.4; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/pdp\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/pdp.tf\">pdp</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ phrase dependent part-of-speech (art; verb; subs; nmpr, ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/pfm\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/pfm.tf\">pfm</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ preformative consonantal-transliterated (absent; n/a; J, ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/prs\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/prs.tf\">prs</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ pronominal suffix consonantal-transliterated (absent; n/a; W; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/prs_gn\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/prs_gn.tf\">prs_gn</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ pronominal suffix gender (m; f; NA; unknown.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/prs_nu\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/prs_nu.tf\">prs_nu</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ pronominal suffix number (sg; du; pl; NA; unknown.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/prs_ps\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/prs_ps.tf\">prs_ps</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ pronominal suffix person (p1; p2; p3; NA; unknown.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/ps\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/ps.tf\">ps</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ grammatical person (p1; p2; p3; NA; unknown.)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/qere\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/qere.tf\">qere</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ word pointed-transliterated masoretic reading correction</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/qere_trailer\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/qere_trailer.tf\">qere_trailer</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ interword material -pointed-transliterated (Masoretic correction)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/qere_trailer_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/qere_trailer_utf8.tf\">qere_trailer_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ interword material -pointed-transliterated (Masoretic correction)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/qere_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/qere_utf8.tf\">qere_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ word pointed-Hebrew masoretic reading correction</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/rank_lex\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/rank_lex.tf\">rank_lex</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> ✅ ranking of lexemes based on freqnuecy</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/rela\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/rela.tf\">rela</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ linguistic relation between clause/(sub)phrase(atom) (ADJ; MOD; ATR; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/sp\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/sp.tf\">sp</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ part-of-speech (art; verb; subs; nmpr, ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/st\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/st.tf\">st</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ state of a noun (a (absolute); c (construct); e (emphatic).)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/tab\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/tab.tf\">tab</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> ✅ clause atom: its level in the linguistic embedding</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/trailer\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/trailer.tf\">trailer</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ interword material pointed-transliterated (& 00 05 00_P ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/trailer_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/trailer_utf8.tf\">trailer_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ interword material pointed-Hebrew (־ ׃)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/txt\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/txt.tf\">txt</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ text type of clause and surrounding (repetion of ? N D Q as in feature domain)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/typ\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/typ.tf\">typ</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ clause/phrase(atom) type (VP; NP; Ellp; Ptcp; WayX)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/uvf\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/uvf.tf\">uvf</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ univalent final consonant consonantal-transliterated (absent; N; J; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/vbe\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/vbe.tf\">vbe</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ verbal ending consonantal-transliterated (n/a; W; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/vbs\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/vbs.tf\">vbs</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ root formation consonantal-transliterated (absent; n/a; H; ...)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/verse\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/verse.tf\">verse</a>\n",
       "</div>\n",
       "<div class=\"fmono\">int</div>\n",
       "\n",
       "<span> ✅ verse number</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/voc_lex\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/voc_lex.tf\">voc_lex</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ vocalized lexeme pointed-transliterated (B.: R;>CIJT BR> >:ELOHIJM)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/voc_lex_utf8\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/voc_lex_utf8.tf\">voc_lex_utf8</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ vocalized lexeme pointed-Hebrew (בְּ רֵאשִׁית ברא אֱלֹהִים)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/vs\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/vs.tf\">vs</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ verbal stem (qal; piel; hif; apel; pael)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/vt\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/vt.tf\">vt</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> ✅ verbal tense (perf; impv; wayq; infc)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat edge\">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/mother\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/mother.tf\">mother</a>\n",
       "</div>\n",
       "<div class=\"fmono\">none</div>\n",
       "\n",
       "<span> ✅ linguistic dependency between textual objects</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat edge\">\n",
       "<a target=\"_blank\" href=\"https://etcbc.github.io/BHSA/features/oslots\" title=\"~/text-fabric-data/github/etcbc/BHSA/tf/2021/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",
       "<details><summary><b>Phonetic Transcriptions</b></summary>\n",
       "    <div class=\"fcorpus\">\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://nbviewer.jupyter.org/github/etcbc/phono/blob/master/programs/phono.ipynb\" title=\"~/text-fabric-data/github/etcbc/phono/tf/2021/phono.tf\">phono</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> 🆗 phonological transcription (bᵊ rēšˌîṯ bārˈā ʔᵉlōhˈîm)</span>\n",
       "\n",
       "</div>\n",
       "\n",
       "<div class=\"frow\">\n",
       "    <div class=\"fnamecat \">\n",
       "<a target=\"_blank\" href=\"https://nbviewer.jupyter.org/github/etcbc/phono/blob/master/programs/phono.ipynb\" title=\"~/text-fabric-data/github/etcbc/phono/tf/2021/phono_trailer.tf\">phono_trailer</a>\n",
       "</div>\n",
       "<div class=\"fmono\">str</div>\n",
       "\n",
       "<span> 🆗 interword material in phonological transcription</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>etcbc/BHSA</code></li><li><b>appPath</b>: <code>C:/Users/tonyj/text-fabric-data/github/etcbc/BHSA/app</code></li><li><b>commit</b>: <code>gd905e3fb6e80d0fa537600337614adc2af157309</code></li><li><b>css</b>: <code>''</code></li><li><details><summary><b>dataDisplay</b>:</summary><ul><li><details><summary><b>exampleSectionHtml</b>:</summary><code>&lt;code&gt;Genesis 1:1&lt;/code&gt; (use &lt;a href=\"https://github.com/{org}/{repo}/blob/master/tf/{version}/book%40en.tf\" target=\"_blank\"&gt;English book names&lt;/a&gt;)</code></details></li><li><details><summary><b>excludedFeatures</b>:</summary><ul><li><code>g_uvf_utf8</code></li><li><code>g_vbs</code></li><li><code>kq_hybrid</code></li><li><code>languageISO</code></li><li><code>g_nme</code></li><li><code>lex0</code></li><li><code>is_root</code></li><li><code>g_vbs_utf8</code></li><li><code>g_uvf</code></li><li><code>dist</code></li><li><code>root</code></li><li><code>suffix_person</code></li><li><code>g_vbe</code></li><li><code>dist_unit</code></li><li><code>suffix_number</code></li><li><code>distributional_parent</code></li><li><code>kq_hybrid_utf8</code></li><li><code>crossrefSET</code></li><li><code>instruction</code></li><li><code>g_prs</code></li><li><code>lexeme_count</code></li><li><code>rank_occ</code></li><li><code>g_pfm_utf8</code></li><li><code>freq_occ</code></li><li><code>crossrefLCS</code></li><li><code>functional_parent</code></li><li><code>g_pfm</code></li><li><code>g_nme_utf8</code></li><li><code>g_vbe_utf8</code></li><li><code>kind</code></li><li><code>g_prs_utf8</code></li><li><code>suffix_gender</code></li><li><code>mother_object_type</code></li></ul></details></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></ul></details></li></ul></details></li><li><details><summary><b>docs</b>:</summary><ul><li><b>docBase</b>: <code>{docRoot}/{repo}</code></li><li><b>docExt</b>: <code>''</code></li><li><b>docPage</b>: <code>''</code></li><li><b>docRoot</b>: <code>https://{org}.github.io</code></li><li><b>featurePage</b>: <code>0_home</code></li></ul></details></li><li><b>interfaceDefaults</b>: <code>{}</code></li><li><b>isCompatible</b>: <code>True</code></li><li><b>local</b>: <code>local</code></li><li><b>localDir</b>: <code>C:/Users/tonyj/text-fabric-data/github/etcbc/BHSA/_temp</code></li><li><details><summary><b>provenanceSpec</b>:</summary><ul><li><b>corpus</b>: <code>BHSA = Biblia Hebraica Stuttgartensia Amstelodamensis</code></li><li><b>doi</b>: <code>10.5281/zenodo.1007624</code></li><li><details><summary><b>moduleSpecs</b>:</summary><ul><li><details><summary>:</summary><ul><li><b>backend</b>: <i>no value</i></li><li><b>corpus</b>: <code>Phonetic Transcriptions</code></li><li><details><summary><b>docUrl</b>:</summary><code>https://nbviewer.jupyter.org/github/etcbc/phono/blob/master/programs/phono.ipynb</code></details></li><li><b>doi</b>: <code>10.5281/zenodo.1007636</code></li><li><b>org</b>: <code>etcbc</code></li><li><b>relative</b>: <code>/tf</code></li><li><b>repo</b>: <code>phono</code></li></ul></details></li><li><details><summary>:</summary><ul><li><b>backend</b>: <i>no value</i></li><li><b>corpus</b>: <code>Parallel Passages</code></li><li><details><summary><b>docUrl</b>:</summary><code>https://nbviewer.jupyter.org/github/etcbc/parallels/blob/master/programs/parallels.ipynb</code></details></li><li><b>doi</b>: <code>10.5281/zenodo.1007642</code></li><li><b>org</b>: <code>etcbc</code></li><li><b>relative</b>: <code>/tf</code></li><li><b>repo</b>: <code>parallels</code></li></ul></details></li></ul></details></li><li><b>org</b>: <code>etcbc</code></li><li><b>relative</b>: <code>/tf</code></li><li><b>repo</b>: <code>BHSA</code></li><li><b>version</b>: <code>2021</code></li><li><b>webBase</b>: <code>https://shebanq.ancient-data.org/hebrew</code></li><li><b>webHint</b>: <code>Show this on SHEBANQ</code></li><li><b>webLang</b>: <code>la</code></li><li><b>webLexId</b>: <code>True</code></li><li><details><summary><b>webUrl</b>:</summary><code>{webBase}/text?book=&lt;1&gt;&amp;chapter=&lt;2&gt;&amp;verse=&lt;3&gt;&amp;version={version}&amp;mr=m&amp;qw=q&amp;tp=txt_p&amp;tr=hb&amp;wget=v&amp;qget=v&amp;nget=vt</code></details></li><li><b>webUrlLex</b>: <code>{webBase}/word?version={version}&amp;id=&lt;lid&gt;</code></li></ul></details></li><li><b>release</b>: <code>v1.8</code></li><li><details><summary><b>typeDisplay</b>:</summary><ul><li><details><summary><b>clause</b>:</summary><ul><li><b>label</b>: <code>{typ} {rela}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>clause_atom</b>:</summary><ul><li><b>hidden</b>: <code>True</code></li><li><b>label</b>: <code>{code}</code></li><li><b>level</b>: <code>1</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>half_verse</b>:</summary><ul><li><b>hidden</b>: <code>True</code></li><li><b>label</b>: <code>{label}</code></li><li><b>style</b>: <code>''</code></li><li><b>verselike</b>: <code>True</code></li></ul></details></li><li><details><summary><b>lex</b>:</summary><ul><li><b>featuresBare</b>: <code>gloss</code></li><li><b>label</b>: <code>{voc_lex_utf8}</code></li><li><b>lexOcc</b>: <code>word</code></li><li><b>style</b>: <code>orig</code></li><li><b>template</b>: <code>{voc_lex_utf8}</code></li></ul></details></li><li><details><summary><b>phrase</b>:</summary><ul><li><b>label</b>: <code>{typ} {function}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>phrase_atom</b>:</summary><ul><li><b>hidden</b>: <code>True</code></li><li><b>label</b>: <code>{typ} {rela}</code></li><li><b>level</b>: <code>1</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>sentence</b>:</summary><ul><li><b>label</b>: <code>{number}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>sentence_atom</b>:</summary><ul><li><b>hidden</b>: <code>True</code></li><li><b>label</b>: <code>{number}</code></li><li><b>level</b>: <code>1</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>subphrase</b>:</summary><ul><li><b>hidden</b>: <code>True</code></li><li><b>label</b>: <code>{number}</code></li><li><b>style</b>: <code>''</code></li></ul></details></li><li><details><summary><b>word</b>:</summary><ul><li><b>features</b>: <code>pdp vs vt</code></li><li><b>featuresBare</b>: <code>lex:gloss</code></li></ul></details></li></ul></details></li><li><b>writing</b>: <code>hbo</code></li></ol></details>\n"
      ],
      "text/plain": [
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       "@font-face {\n",
       "  font-family: \"Gentium Plus\";\n",
       "  src: local('Gentium Plus'), local('GentiumPlus'),\n",
       "    url('/browser/static/fonts/GentiumPlus-R.woff') format('woff'),\n",
       "    url('https://github.com/annotation/text-fabric/blob/master/tf/browser/static/fonts/GentiumPlus-R.woff?raw=true') format('woff');\n",
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       "}\n",
       "\n",
       "@font-face {\n",
       "  font-family: \"SBL Hebrew\";\n",
       "  src: local('SBL Hebrew'), local('SBLHebrew'),\n",
       "    url('/browser/static/fonts/SBL_Hbrw.woff') format('woff'),\n",
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       "    font-size: medium;\n",
       "    direction: ltr;\n",
       "    unicode-bidi: embed;\n",
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       "    unicode-bidi: embed;\n",
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       "    font-size: medium;\n",
       "    direction: ltr;\n",
       "    unicode-bidi: embed;\n",
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       "    font-size: medium;\n",
       "    text-decoration: none;\n",
       "    color: var(--text-color);\n",
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       ".txtu.hbo,.lex.hbo {\n",
       "    font-family: \"Ezra SIL\", \"SBL Hebrew\", sans-serif;\n",
       "    font-size: large;\n",
       "    direction: rtl ! important;\n",
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       ".txtu.syc,.lex.syc {\n",
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       "    font-size: medium;\n",
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       ".txtu.cld,.lex.cld {\n",
       "    font-family: \"CharisSIL-R\", sans-serif;\n",
       "    font-size: medium;\n",
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       "    font-size: large;\n",
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       "    unicode-bidi: embed;\n",
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       "    border-radius: var(--meta-width);\n",
       "}\n",
       ".features div,.features span {\n",
       "    padding: 0;\n",
       "    margin: -2px 0;\n",
       "}\n",
       ".features .f {\n",
       "    font-family: sans-serif;\n",
       "    font-size: small;\n",
       "    font-weight: normal;\n",
       "    color: #5555bb;\n",
       "}\n",
       ".features .xft {\n",
       "  color: #000000;\n",
       "  background-color: #eeeeee;\n",
       "  font-size: medium;\n",
       "  margin: 2px 0px;\n",
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       ".features .xft .f {\n",
       "  color: #000000;\n",
       "  background-color: #eeeeee;\n",
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       "}\n",
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       "    display: flex;\n",
       "    border: 0;\n",
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       "    justify-content: flex-start;\n",
       "    align-items: flex-start;\n",
       "    align-content: flex-start;\n",
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       "    align-items: stretch;\n",
       "}\n",
       ".children.hor {\n",
       "    flex-flow: row nowrap;\n",
       "}\n",
       ".children.hor.wrap {\n",
       "    flex-flow: row wrap;\n",
       "}\n",
       ".children.ver {\n",
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       "    width: fit-content;\n",
       "    display: flex;\n",
       "    justify-content: flex-start;\n",
       "    align-items: flex-start;\n",
       "    align-content: flex-start;\n",
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       "    background: #ffffff none repeat scroll 0 0;\n",
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       "    margin: 16px 2px 2px 2px;\n",
       "    border-style: solid;\n",
       "    font-size: small;\n",
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       ".contnr.trm {\n",
       "    background-attachment: local;\n",
       "}\n",
       ".contnr.cnul {\n",
       "    padding:  0;\n",
       "    margin: 0;\n",
       "    border-style: solid;\n",
       "    font-size: xx-small;\n",
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       ".contnr.cnul,.lbl.cnul {\n",
       "    border-color: var(--border-color-nul);\n",
       "    border-width: var(--border-width-nul);\n",
       "    border-radius: var(--border-width-nul);\n",
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       "    border-color: var(--border-color0);\n",
       "    border-width: var(--border-width0);\n",
       "    border-radius: var(--border-width0);\n",
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       ".contnr.c1,.lbl.c1 {\n",
       "    border-color: var(--border-color1);\n",
       "    border-width: var(--border-width1);\n",
       "    border-radius: var(--border-width1);\n",
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       ".contnr.c2,.lbl.c2 {\n",
       "    border-color: var(--border-color2);\n",
       "    border-width: var(--border-width2);\n",
       "    border-radius: var(--border-width2);\n",
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       ".contnr.c3,.lbl.c3 {\n",
       "    border-color: var(--border-color3);\n",
       "    border-width: var(--border-width3);\n",
       "    border-radius: var(--border-width3);\n",
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       ".contnr.c4,.lbl.c4 {\n",
       "    border-color: var(--border-color4);\n",
       "    border-width: var(--border-width4);\n",
       "    border-radius: var(--border-width4);\n",
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       "span.plain {\n",
       "    /*display: inline-block;*/\n",
       "    display: inline-flex;\n",
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       "span.break {\n",
       "  flex-basis: 100%;\n",
       "  height: 0;\n",
       "}\n",
       ".plain {\n",
       "    background-color: #ffffff;\n",
       "}\n",
       ".plain.l,.contnr.l,.contnr.l>.lbl {\n",
       "    border-left-style: dotted\n",
       "}\n",
       ".plain.r,.contnr.r,.contnr.r>.lbl {\n",
       "    border-right-style: dotted\n",
       "}\n",
       ".plain.lno,.contnr.lno,.contnr.lno>.lbl {\n",
       "    border-left-style: none\n",
       "}\n",
       ".plain.rno,.contnr.rno,.contnr.rno>.lbl {\n",
       "    border-right-style: none\n",
       "}\n",
       ".plain.l {\n",
       "    padding-left: 4px;\n",
       "    margin-left: 2px;\n",
       "    border-width: var(--border-width-plain);\n",
       "}\n",
       ".plain.r {\n",
       "    padding-right: 4px;\n",
       "    margin-right: 2px;\n",
       "    border-width: var(--border-width-plain);\n",
       "}\n",
       ".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",
       "}\n",
       ".lbl.trm {\n",
       "    background-attachment: local;\n",
       "    margin-top: 2px;\n",
       "    margin-left: 2px;\n",
       "    padding: 2px 2px;\n",
       "    border-style: none;\n",
       "}\n",
       ".lbl.cnul {\n",
       "    font-size: xx-small;\n",
       "}\n",
       ".lbl.c0 {\n",
       "    font-size: small;\n",
       "}\n",
       ".lbl.c1 {\n",
       "    font-size: small;\n",
       "}\n",
       ".lbl.c2 {\n",
       "    font-size: medium;\n",
       "}\n",
       ".lbl.c3 {\n",
       "    font-size: medium;\n",
       "}\n",
       ".lbl.c4 {\n",
       "    font-size: large;\n",
       "}\n",
       ".occs, a:link.occs {\n",
       "    font-size: small;\n",
       "}\n",
       "\n",
       "/* PROVENANCE */\n",
       "\n",
       "div.prov {\n",
       "\tmargin: 40px;\n",
       "\tpadding: 20px;\n",
       "\tborder: 2px solid var(--fog-rim);\n",
       "}\n",
       "div.pline {\n",
       "\tdisplay: flex;\n",
       "\tflex-flow: row nowrap;\n",
       "\tjustify-content: stretch;\n",
       "\talign-items: baseline;\n",
       "}\n",
       "div.p2line {\n",
       "\tmargin-left: 2em;\n",
       "\tdisplay: flex;\n",
       "\tflex-flow: row nowrap;\n",
       "\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",
       "</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "\n",
       "<script>\n",
       "globalThis.copyChar = (el, c) => {\n",
       "    for (const el of document.getElementsByClassName('ccon')) {\n",
       "        el.className = 'ccoff'\n",
       "    }\n",
       "    el.className = 'ccon'\n",
       "    navigator.clipboard.writeText(String.fromCharCode(c))\n",
       "}\n",
       "</script>\n"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<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>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# load the app and data\n",
    "BHSA = use (\"etcbc/BHSA\", hoist=globals())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bd939a75-8253-4119-b64d-3d5c403ed096",
   "metadata": {},
   "source": [
    "# 3 - Performing the queries <a class=\"anchor\" id=\"bullet3\"></a>\n",
    "##### [Back to ToC](#TOC)\n",
    "\n",
    "The Text-Fabric code in this Notebook is set up to query all words in the first and the last verse of this parasha. From these results (two lists of tuples), the boundaries (first and last word node) are determined. The value for the feature freq_lex is then examined for all word nodes within this range. Whenever the value for freq_lex is set to one, the related word and the verse it is part of are reported as a *hapax legomenon*. The indicated verse is hyperlinked to the STEP Bible, allowing for easy review of the verse."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "b82e5c65-3325-4e1f-9c05-bbec532d4c5d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.11s 7 results\n"
     ]
    }
   ],
   "source": [
    "# find first word node for this parasha \n",
    "startQuery = '''\n",
    "verse book=Numeri chapter=8 verse=1\n",
    "  word\n",
    "'''\n",
    "startResults = BHSA.search(startQuery)\n",
    "\n",
    "# get the value of the first node in this list of tuples\n",
    "startNode=startResults[0][1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "6a6a5570-1fb8-4bb4-b184-fdade1d1b9d4",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "  0.10s 12 results\n"
     ]
    }
   ],
   "source": [
    "# find last word node for this parasha \n",
    "endQuery = '''\n",
    "verse book=Numeri chapter=12 verse=16\n",
    "  word\n",
    "'''\n",
    "endResults = BHSA.search(endQuery)\n",
    "\n",
    "# get the value of the last node in this list of tuples\n",
    "endNode=endResults[-1][1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "853468fd-9fa3-476a-b1d5-0765f41f4aba",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "Verse|Word|Gloss\n",
       "---|---|---\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.8:16&options=HNVUG\" taget=\"_blank\">Numbers 8:16</a> | פִּטְרַ֨ת|first-born\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:4&options=HNVUG\" taget=\"_blank\">Numbers 11:4</a> | אסַפְסֻף֙|cluster\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:5&options=HNVUG\" taget=\"_blank\">Numbers 11:5</a> | קִּשֻּׁאִ֗ים|cucumber\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:5&options=HNVUG\" taget=\"_blank\">Numbers 11:5</a> | אֲבַטִּחִ֔ים|water-melon\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:5&options=HNVUG\" taget=\"_blank\">Numbers 11:5</a> | חָצִ֥יר|leek\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:5&options=HNVUG\" taget=\"_blank\">Numbers 11:5</a> | בְּצָלִ֖ים|onion\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:5&options=HNVUG\" taget=\"_blank\">Numbers 11:5</a> | שּׁוּמִֽים|garlic\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:8&options=HNVUG\" taget=\"_blank\">Numbers 11:8</a> | דָכוּ֙|pound\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:8&options=HNVUG\" taget=\"_blank\">Numbers 11:8</a> | מְּדֹכָ֔ה|mortar\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:20&options=HNVUG\" taget=\"_blank\">Numbers 11:20</a> | זָרָ֑א|nausea\n",
       "<a href=\"https://www.stepbible.org/?q=version=NASB2020\\|reference=Numbers.11:28&options=HNVUG\" taget=\"_blank\">Numbers 11:28</a> | בְּחֻרָ֖יו|youth\n"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "11 hapaxes found\n"
     ]
    }
   ],
   "source": [
    "# following is to escape some values for gloss that are labeled as '<uncertain>'\n",
    "def escape_markdown(text):\n",
    "    return text.replace(\"<\", \"&lt;\").replace(\">\", \"&gt;\")\n",
    "\n",
    "# now iterate over this range of nodes\n",
    "numberOfHapax=0\n",
    "# format the table using MarkDown\n",
    "tableContent=\"Verse|Word|Gloss\\n---|---|---\\n\"\n",
    "for node in range(startNode,endNode):\n",
    "    freq=F.freq_lex.v(node)\n",
    "    if freq==1:\n",
    "        numberOfHapax+=1\n",
    "        sectionTuple=T.sectionFromNode(node)\n",
    "        linkSTEPbible=f\"<a href=\\\"https://www.stepbible.org/?q=version=NASB2020\\|reference={sectionTuple[0]}.{sectionTuple[1]}:{sectionTuple[2]}&options=HNVUG\\\" taget=\\\"_blank\\\">{sectionTuple[0]} {sectionTuple[1]}:{sectionTuple[2]}</a>\" \n",
    "        tableContent+=f\"{linkSTEPbible} | {F.g_word_utf8.v(node)}|{escape_markdown(F.gloss.v(node))}\\n\"\n",
    "BHSA.dm(tableContent)\n",
    "print(f\"{numberOfHapax} hapaxes found\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "93852912-fa5c-420a-88ed-8be3b090eb3a",
   "metadata": {
    "tags": []
   },
   "source": [
    "# 4 - Required libraries <a class=\"anchor\" id=\"bullet4\"></a>\n",
    "##### [Back to ToC](#TOC)\n",
    "\n",
    "The scripts in this notebook require (beside `text-fabric`) the following Python libraries to be installed in the environment:\n",
    "\n",
    "    {none}\n",
    "\n",
    "You can install any missing library from within Jupyter Notebook using either`pip` or `pip3`."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3a831411-e470-4842-a581-1453214cfbc1",
   "metadata": {},
   "source": [
    "# 5 - Further reading <a class=\"anchor\" id=\"bullet5\"></a>\n",
    "##### [Back to ToC](#TOC)\n",
    "\n",
    "An discussion regarding Hapax Legomena, including details about ten hapaxes in the Hebrew Bible can be found at [The Torah.com](https://www.thetorah.com/article/hapax-legomena-ten-biblical-examples)."
   ]
  }
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