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https://github.com/nino-cunei/oldbabylonian
10 April 2019, 10:45:51 UTC
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Tip revision: eb12b5dd6d065172f4fc89cf33a827d7ffb134f5 authored by Dirk Roorda on 12 March 2019, 21:50:27 UTC
parallels
Tip revision: eb12b5d
analysis.ipynb
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import collections\n",
    "import re\n",
    "\n",
    "from tf.app import use"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Launch Text-Fabric with all features loaded"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "TF app is up-to-date.\n",
      "Using annotation/app-oldbabylonian commit 1f12c687368dec8eabefe35264a30f4d5eac3fb4 (=latest)\n",
      "  in /Users/dirk/text-fabric-data/__apps__/oldbabylonian.\n",
      "No new data release available online.\n",
      "Using Nino-cunei/oldbabylonian/tf - 1.0.1 rv1.0.1 (=latest) in /Users/dirk/text-fabric-data.\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<b>Documentation:</b> <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs/\" title=\"provenance of Old Babylonian Letters 1900-1600: Cuneiform tablets \">OLDBABYLONIAN</a> <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs/transcription.md\" title=\"How TF features represent ATF\">Character table</a> <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"OLDBABYLONIAN feature documentation\">Feature docs</a> <a target=\"_blank\" href=\"https://github.com/annotation/app-oldbabylonian\" title=\"oldbabylonian API documentation\">oldbabylonian API</a> <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/\" title=\"text-fabric-api\">Text-Fabric API 7.4.11</a> <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Use/Search/\" title=\"Search Templates Introduction and Reference\">Search Reference</a><details open><summary><b>Loaded features</b>:</summary>\n",
       "<p><b>Old Babylonian Letters 1900-1600: Cuneiform tablets </b>: <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/after.tf\">after</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/afterr.tf\">afterr</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/afteru.tf\">afteru</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/atf.tf\">atf</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/atfpost.tf\">atfpost</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/atfpre.tf\">atfpre</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/col.tf\">col</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/collated.tf\">collated</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/collection.tf\">collection</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/comment.tf\">comment</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/damage.tf\">damage</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/det.tf\">det</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/docnote.tf\">docnote</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/docnumber.tf\">docnumber</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/excised.tf\">excised</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/face.tf\">face</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/flags.tf\">flags</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/fraction.tf\">fraction</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/grapheme.tf\">grapheme</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/graphemer.tf\">graphemer</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/graphemeu.tf\">graphemeu</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/lang.tf\">lang</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/langalt.tf\">langalt</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/ln.tf\">ln</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/lnc.tf\">lnc</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/lnno.tf\">lnno</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/missing.tf\">missing</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/object.tf\">object</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/operator.tf\">operator</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/operatorr.tf\">operatorr</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/operatoru.tf\">operatoru</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/otype.tf\">otype</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/pnumber.tf\">pnumber</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/primecol.tf\">primecol</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/primeln.tf\">primeln</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/question.tf\">question</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/reading.tf\">reading</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/readingr.tf\">readingr</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/readingu.tf\">readingu</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/remarkable.tf\">remarkable</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/remarks.tf\">remarks</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/repeat.tf\">repeat</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/srcLn.tf\">srcLn</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/srcLnNum.tf\">srcLnNum</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/srcfile.tf\">srcfile</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/supplied.tf\">supplied</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/sym.tf\">sym</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/symr.tf\">symr</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/symu.tf\">symu</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/trans.tf\">trans</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/translation@en.tf\">translation@ll</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/type.tf\">type</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/uncertain.tf\">uncertain</a>  <a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/volume.tf\">volume</a>  <b><i><a target=\"_blank\" href=\"https://github.com/Nino-cunei/oldbabylonian/blob/master/docs//transcription.md\" title=\"/Users/dirk/text-fabric-data/Nino-cunei/oldbabylonian/tf/1.0.1/oslots.tf\">oslots</a></i></b> </p></details>"
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       ".contnr.document,.contnr.face {\n",
       "    border-color: #bb8800;\n",
       "}\n",
       ".contnr.line {\n",
       "    border-color: #0088bb;\n",
       "}\n",
       ".contnr.cluster {\n",
       "    flex-flow: row wrap;\n",
       "    border: 0;\n",
       "}\n",
       ".contnr.word {\n",
       "    border-color: #44bbff;\n",
       "}\n",
       ".contnr.sign {\n",
       "    border-color: #bbbbbb;\n",
       "}\n",
       ".contnr.hl {\n",
       "    background-color: #ffee66;\n",
       "}\n",
       ".lbl.document,.lbl.face,\n",
       ".lbl.line,\n",
       ".lbl.cluster,\n",
       ".lbl.sign,.lbl.word {\n",
       "    margin-top: -1.2em;\n",
       "    margin-left: 1em;\n",
       "    background: #ffffff none repeat scroll 0 0;\n",
       "    padding: 0 0.3em;\n",
       "    border-style: solid;\n",
       "    font-size: small;\n",
       "    display: block;\n",
       "}\n",
       ".lbl.document,.lbl.face {\n",
       "    border-color: #bb8800;\n",
       "    border-width: 0.3em;\n",
       "    border-radius: 0.3em;\n",
       "    color: #bb8800;\n",
       "}\n",
       ".lbl.line {\n",
       "    border-color: #0088bb;\n",
       "    border-width: 0.3em;\n",
       "    border-radius: 0.3em;\n",
       "    color: #0088bb;\n",
       "}\n",
       ".lbl.cluster {\n",
       "    border-color: #dddddd;\n",
       "    border-width: 0.2em;\n",
       "    border-radius: 0.2em;\n",
       "    color: #0000cc;\n",
       "}\n",
       ".lbl.word {\n",
       "    border-color: #44bbff;\n",
       "    border-width: 0.2em;\n",
       "    border-radius: 0.2em;\n",
       "    font-size: medium;\n",
       "    color: #000000;\n",
       "}\n",
       ".lbl.sign {\n",
       "    border-color: #bbbbbb;\n",
       "    border-width: 0.1em;\n",
       "    border-radius: 0.1em;\n",
       "    font-size: small;\n",
       "    color: #000000;\n",
       "}\n",
       ".op {\n",
       "    padding:  0.5em 0.1em 0.1em 0.1em;\n",
       "    margin: 0.8em 0.1em 0.1em 0.1em;\n",
       "    font-family: monospace;\n",
       "    font-size: x-large;\n",
       "    font-weight: bold;\n",
       "}\n",
       ".name {\n",
       "    font-family: monospace;\n",
       "    font-size: medium;\n",
       "    color: #0000bb;\n",
       "}\n",
       ".period {\n",
       "    font-family: monospace;\n",
       "    font-size: medium;\n",
       "    font-weight: bold;\n",
       "    color: #0000bb;\n",
       "}\n",
       ".text {\n",
       "    font-family: sans-serif;\n",
       "    font-size: x-small;\n",
       "    color: #000000;\n",
       "}\n",
       ".srcln {\n",
       "    font-family: monospace;\n",
       "    font-size: medium;\n",
       "    color: #000000;\n",
       "}\n",
       ".srclnnum {\n",
       "    font-family: monospace;\n",
       "    font-size: x-small;\n",
       "    color: #0000bb;\n",
       "}\n",
       ".comment {\n",
       "    color: #7777dd;\n",
       "    font-family: monospace;\n",
       "    font-size: small;\n",
       "}\n",
       ".operator {\n",
       "    color: #ff77ff;\n",
       "    font-size: large;\n",
       "}\n",
       "/* LANGUAGE: superscript and subscript */\n",
       "\n",
       "/* cluster */\n",
       ".det {\n",
       "    vertical-align: super;\n",
       "}\n",
       "/* cluster */\n",
       ".langalt {\n",
       "    vertical-align: sub;\n",
       "}\n",
       "/* REDACTIONAL: line over or under  */\n",
       "\n",
       "/* flag */\n",
       ".collated {\n",
       "    font-weight: bold;\n",
       "    text-decoration: underline;\n",
       "}\n",
       "/* cluster */\n",
       ".excised {\n",
       "    color: #dd0000;\n",
       "    text-decoration: line-through;\n",
       "}\n",
       "/* cluster */\n",
       ".supplied {\n",
       "    color: #0000ff;\n",
       "    text-decoration: overline;\n",
       "}\n",
       "/* flag */\n",
       ".remarkable {\n",
       "    font-weight: bold;\n",
       "    text-decoration: overline;\n",
       "}\n",
       "\n",
       "/* UNSURE: italic*/\n",
       "\n",
       "/* cluster */\n",
       ".uncertain {\n",
       "    font-style: italic\n",
       "}\n",
       "/* flag */\n",
       ".question {\n",
       "    font-weight: bold;\n",
       "    font-style: italic\n",
       "}\n",
       "\n",
       "/* BROKEN: text-shadow */\n",
       "\n",
       "/* cluster */\n",
       ".missing {\n",
       "    color: #999999;\n",
       "    text-shadow: #bbbbbb 1px 1px;\n",
       "}\n",
       "/* flag */\n",
       ".damage {\n",
       "    font-weight: bold;\n",
       "    color: #999999;\n",
       "    text-shadow: #bbbbbb 1px 1px;\n",
       "}\n",
       ".empty {\n",
       "  color: #ff0000;\n",
       "}\n",
       "\n",
       "span.hldot {\n",
       "\tbackground-color: var(--hl-strong);\n",
       "\tborder: 0.2rem solid var(--hl-rim);\n",
       "\tborder-radius: 0.4rem;\n",
       "\t/*\n",
       "\tdisplay: inline-block;\n",
       "\twidth: 0.8rem;\n",
       "\theight: 0.8rem;\n",
       "\t*/\n",
       "}\n",
       "span.hl {\n",
       "\tbackground-color: var(--hl-strong);\n",
       "\tborder-width: 0;\n",
       "\tborder-radius: 0.1rem;\n",
       "\tborder-style: solid;\n",
       "}\n",
       "\n",
       "span.hlup {\n",
       "\tborder-color: var(--hl-dark);\n",
       "\tborder-width: 0.1rem;\n",
       "\tborder-style: solid;\n",
       "\tborder-radius: 0.2rem;\n",
       "  padding: 0.2rem;\n",
       "}\n",
       "\n",
       ":root {\n",
       "\t--hl-strong:        hsla( 60, 100%,  70%, 0.9  );\n",
       "\t--hl-rim:           hsla( 55, 100%,  60%, 0.9  );\n",
       "\t--hl-dark:          hsla( 55, 100%,  40%, 0.9  );\n",
       "}\n",
       "</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<details open><summary><b>API members</b>:</summary>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Computed/#computed-data\" title=\"doc\">C Computed</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Computed/#computed-data\" title=\"doc\">Call AllComputeds</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Computed/#computed-data\" title=\"doc\">Cs ComputedString</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#edge-features\" title=\"doc\">E Edge</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#edge-features\" title=\"doc\">Eall AllEdges</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#edge-features\" title=\"doc\">Es EdgeString</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">ensureLoaded</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">TF</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">ignored</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Fabric/#loading\" title=\"doc\">loadLog</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Locality/#locality\" title=\"doc\">L Locality</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">cache</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">error</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">indent</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">info</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Misc/#messaging\" title=\"doc\">reset</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">N Nodes</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">sortKey</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">sortKeyTuple</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">otypeRank</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Nodes/#navigating-nodes\" title=\"doc\">sortNodes</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#node-features\" title=\"doc\">F Feature</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#node-features\" title=\"doc\">Fall AllFeatures</a>, <a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Features/#node-features\" title=\"doc\">Fs FeatureString</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Search/#search\" title=\"doc\">S Search</a><br/>\n",
       "<a target=\"_blank\" href=\"https://annotation.github.io/text-fabric/Api/Text/#text\" title=\"doc\">T Text</a></details>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "A = use('oldbabylonian', hoist=globals(), check=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Quick exercises\n",
    "\n",
    "What are the determinatives?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "determinatives = collections.Counter()\n",
    "\n",
    "for s in F.otype.s('sign'):\n",
    "  if F.det.v(s):\n",
    "    determinatives[F.reading.v(s) or F.grapheme.v(s)] += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Counter({'d': 4078,\n",
       "         'disz': 1204,\n",
       "         'ki': 884,\n",
       "         'gesz': 271,\n",
       "         'sar': 84,\n",
       "         'muszen': 4,\n",
       "         'mi2': 46,\n",
       "         'gi': 39,\n",
       "         'na4': 17,\n",
       "         'lu2': 33,\n",
       "         'ap': 2,\n",
       "         'tug2': 31,\n",
       "         'am': 2,\n",
       "         'duru5': 5,\n",
       "         'dug': 2,\n",
       "         'ku': 1,\n",
       "         'iri': 28,\n",
       "         'gar': 3,\n",
       "         'kusz': 12,\n",
       "         'uruda': 11,\n",
       "         'u2': 4,\n",
       "         'i7': 1,\n",
       "         'iti': 1,\n",
       "         'ir': 1,\n",
       "         'p': 2,\n",
       "         'id2': 2,\n",
       "         'urudu': 7,\n",
       "         'asz': 1,\n",
       "         'gisz': 1,\n",
       "         'an': 2,\n",
       "         'uzu': 1,\n",
       "         'a': 2,\n",
       "         'sza3': 2,\n",
       "         'ti': 1,\n",
       "         'munus': 1,\n",
       "         'la': 1,\n",
       "         'ku6': 4,\n",
       "         'at': 1,\n",
       "         'ar': 1,\n",
       "         'szim': 3})"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "determinatives"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "What is the language use?\n",
    "\n",
    "The main language is Akkadian, but parts are in the secondary language, which is Sumerian.\n",
    "\n",
    "All words with `langalt=1` are Sumerian:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "((1, 19064),)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "F.langalt.freqList()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "What are the kinds of *signs*?\n",
    "\n",
    "Signs have a feature `type`, but so have clusters.\n",
    "We only want the frequencies of *sign* types:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(('reading', 188326),\n",
       " ('unknown', 8729),\n",
       " ('numeral', 2183),\n",
       " ('ellipsis', 1617),\n",
       " ('grapheme', 1272),\n",
       " ('commentline', 968),\n",
       " ('complex', 122),\n",
       " ('comment', 2))"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "F.type.freqList('sign')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "* **commentline**\n",
    "  does not correspond to inscribed material, but is an artificial sign that carries a ` $ ` line comment\n",
    "* **comment** corresponds to an inline comment `($ $)`\n",
    "* **unknown**: the symbol `x` or `X`\n",
    "* **ellipsis**: the symbol `...`\n",
    "* **reading**: the most common sign, just containing a reading, e.g. `ma`\n",
    "* **grapheme**: a logogram, such as `ARAD`, which is not in the feature `reading` but in the feature `grapheme`\n",
    "* **numeral**: a complex sign, either a repetition of a reading or grapheme, or a combination of a fraction and a\n",
    "  reading or grpaheme\n",
    "* **complex**: a complex sign, either a ligature of a reading and a grapheme connected by `x` or a correction\n",
    "  of a reading by a grapheme, written as *reading*`!(`*grapheme*`)`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The total number of signs that correspond to something inscribed:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "202249 inscribed signs of which 191903 readable\n"
     ]
    }
   ],
   "source": [
    "META_TYPES = {'commentline', 'comment'}\n",
    "READABLE_TYPES = {'reading', 'grapheme', 'numeral', 'complex'}\n",
    "\n",
    "inscribed = 0\n",
    "readable = 0\n",
    "\n",
    "for s in F.otype.s('sign'):\n",
    "  typ = F.type.v(s)\n",
    "  if typ in META_TYPES:\n",
    "    continue\n",
    "  inscribed += 1\n",
    "  if typ in READABLE_TYPES:\n",
    "    readable +=1\n",
    "  \n",
    "print(f'{inscribed} inscribed signs of which {readable} readable')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Frequency of the readings (Akkadian) and of the graphemes (Sumerian)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(('a', 11672),\n",
       " ('ma', 11449),\n",
       " ('x', 8729),\n",
       " ('na', 8533),\n",
       " ('i', 4947),\n",
       " ('sza', 4737),\n",
       " ('szu', 4500),\n",
       " ('d', 4078),\n",
       " ('li', 3892),\n",
       " ('am', 3839),\n",
       " ('ta', 3431),\n",
       " ('ka', 3277),\n",
       " ('u2', 3258),\n",
       " ('ki', 3073),\n",
       " ('um', 2990),\n",
       " ('ni', 2865),\n",
       " ('la', 2740),\n",
       " ('bi', 2629),\n",
       " ('u3', 2552),\n",
       " ('ti', 2483),\n",
       " ('ba', 2456),\n",
       " ('disz', 2437),\n",
       " ('ri', 2354),\n",
       " ('ra', 2342),\n",
       " ('asz', 2275),\n",
       " ('nu', 2259),\n",
       " ('im', 2075),\n",
       " ('ia', 1811),\n",
       " ('al', 1767),\n",
       " ('di', 1648))"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "F.reading.freqList()[0:30]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(('...', 1617),\n",
       " ('ARAD', 119),\n",
       " ('GAN2', 102),\n",
       " ('BI', 54),\n",
       " ('DI', 48),\n",
       " ('ARAD2', 46),\n",
       " ('KU', 46),\n",
       " ('KI', 42),\n",
       " ('NI', 33),\n",
       " ('UD', 31),\n",
       " ('ZI', 30),\n",
       " ('GA', 29),\n",
       " ('BU', 28),\n",
       " ('KA', 28),\n",
       " ('PI', 25),\n",
       " ('ZU', 25),\n",
       " ('AD', 23),\n",
       " ('AB', 22),\n",
       " ('ZA', 22),\n",
       " ('ID', 21),\n",
       " ('NE', 19),\n",
       " ('AH', 18),\n",
       " ('SZI', 18),\n",
       " ('PA', 17),\n",
       " ('DU', 16),\n",
       " ('HI', 16),\n",
       " ('IG', 16),\n",
       " ('SU', 16),\n",
       " ('DA', 15),\n",
       " ('TA', 14))"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "F.grapheme.freqList()[0:30]"
   ]
  }
 ],
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