wildcard_search.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Preamble"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "!curl -s \"https://raw.githubusercontent.com/Yoonsen/Modules/master/module_update.py\" > \"module_update.py\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from module_update import update, css"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<style>@import url(\n",
       "http://fonts.googleapis.com/css?family=Lato|Philosopher|Montserrat|Source+Code+Pro|Istok+Web|Philosopher|Assistant:200,400,700);\n",
       "\n",
       "/*\n",
       "#notebook-container {\n",
       "\t-webkit-box-shadow: none;\n",
       "\tbox-shadow: none;\n",
       "}\n",
       "*/\n",
       "\n",
       "h1, h2, h3, h4, h5, h6 {\n",
       "\tfont-family: 'Montserrat', sans-serif;\n",
       "\tline-height: 2em;\n",
       "    color: #004f99;\n",
       "    font-weight: 600;\n",
       "}\n",
       "\n",
       "h1 { font-size: 4.5em; }\n",
       "h2 { font-size: 4em; }\n",
       "h3 { font-size: 3.5em; }\n",
       "h4 { font-size: 3em; }\n",
       "h5 { font-size: 2.5em; color:DarkSlateGray; }\n",
       "h6 { font-size: 2em; }\n",
       "\n",
       "p {\n",
       "\tfont-family: 'Assistant', sans-serif; \n",
       "\tfont-size: 1.2em;\n",
       "\tline-height: 1.4em;\n",
       "\tcolor: black;\n",
       "}\n",
       "p code {\n",
       "\tfont-size:0.9em;\n",
       "}\n",
       "div.input_area {\n",
       "\tborder:none !important;\n",
       "\tborder-left:1px solid #ff851b !important\n",
       "}\n",
       "\n",
       "span.cm-keyword {\n",
       "\tcolor:#339966 !important;\n",
       "}\n",
       "span.nn {  /*span.cm-variable, span.cm-property*/\n",
       "\tcolor: #3399ff !important;\n",
       "}\n",
       "div.CodeMirror {\n",
       "\tfont-family: 'Inconsolata', monospace;\n",
       "\tfont-size: 1.1em;\n",
       "\t\n",
       "}\n",
       "</style>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "css()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Find similar words\n",
    "\n",
    "Find spelling variants and OCR-errors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "import nbtext as nb\n",
    "from nbtext import sorted_wildcardsearch\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "\n",
    "Use * as wildcard, and *factor* determines size of matching words, which gives a kind of Levenshtein-effekt. \n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Look for OCR-errors"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>kj*lig*d</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>kjærlighed</th>\n",
       "      <td>42363</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjcerlighed</th>\n",
       "      <td>4137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjerlighed</th>\n",
       "      <td>1046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjcrrlighed</th>\n",
       "      <td>860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjoerlighed</th>\n",
       "      <td>406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjølighed</th>\n",
       "      <td>384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjærligbed</th>\n",
       "      <td>255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjærligked</th>\n",
       "      <td>117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjaerlighed</th>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjærliglied</th>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjcerlighcd</th>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjcrrlighcd</th>\n",
       "      <td>82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjarlighed</th>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>kjwrlighed</th>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             kj*lig*d\n",
       "kjærlighed      42363\n",
       "kjcerlighed      4137\n",
       "kjerlighed       1046\n",
       "kjcrrlighed       860\n",
       "kjoerlighed       406\n",
       "kjølighed         384\n",
       "kjærligbed        255\n",
       "kjærligked        117\n",
       "kjaerlighed       101\n",
       "kjærliglied       100\n",
       "kjcerlighcd        86\n",
       "kjcrrlighcd        82\n",
       "kjarlighed         73\n",
       "kjwrlighed         60"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted_wildcardsearch(\n",
    "    {\n",
    "        'word': 'kj*lig*d',   # search pattern\n",
    "        'factor':3,           # factor determines length of result as difference from pattern\n",
    "        'freq_lim':50,        # lowest frequency\n",
    "        'limit':50            # number of hits\n",
    "        \n",
    "    })"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Find inflections"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>barn*</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>barn</th>\n",
       "      <td>7510973</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnet</th>\n",
       "      <td>2434370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barna</th>\n",
       "      <td>2410483</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnets</th>\n",
       "      <td>526760</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barns</th>\n",
       "      <td>383517</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnas</th>\n",
       "      <td>271674</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barndom</th>\n",
       "      <td>195602</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barne-</th>\n",
       "      <td>131835</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barne</th>\n",
       "      <td>28490</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnen</th>\n",
       "      <td>27716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnlig</th>\n",
       "      <td>26706</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnene</th>\n",
       "      <td>26556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnløs</th>\n",
       "      <td>18681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barneår</th>\n",
       "      <td>10924</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barn-</th>\n",
       "      <td>8056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnens</th>\n",
       "      <td>7595</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnet.</th>\n",
       "      <td>5541</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barneog</th>\n",
       "      <td>5304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnet,</th>\n",
       "      <td>4662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnetB</th>\n",
       "      <td>2219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnål</th>\n",
       "      <td>2138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnleg</th>\n",
       "      <td>1830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnl</th>\n",
       "      <td>1596</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnB</th>\n",
       "      <td>1370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barner</th>\n",
       "      <td>1324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnel</th>\n",
       "      <td>1272</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnes</th>\n",
       "      <td>1231</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnsøl</th>\n",
       "      <td>1213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnaB</th>\n",
       "      <td>1163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barna.</th>\n",
       "      <td>1155</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barni</th>\n",
       "      <td>1137</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnef</th>\n",
       "      <td>1114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnlos</th>\n",
       "      <td>986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barna,</th>\n",
       "      <td>890</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnek</th>\n",
       "      <td>774</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barned</th>\n",
       "      <td>757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnn</th>\n",
       "      <td>716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnit</th>\n",
       "      <td>710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnev</th>\n",
       "      <td>663</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barneh</th>\n",
       "      <td>591</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnetß</th>\n",
       "      <td>534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barns-</th>\n",
       "      <td>512</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barneha</th>\n",
       "      <td>480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnhem</th>\n",
       "      <td>472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barneb</th>\n",
       "      <td>472</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barndåp</th>\n",
       "      <td>463</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnat</th>\n",
       "      <td>460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnlss</th>\n",
       "      <td>451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnete</th>\n",
       "      <td>437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>barnan</th>\n",
       "      <td>397</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           barn*\n",
       "barn     7510973\n",
       "barnet   2434370\n",
       "barna    2410483\n",
       "barnets   526760\n",
       "barns     383517\n",
       "barnas    271674\n",
       "barndom   195602\n",
       "barne-    131835\n",
       "barne      28490\n",
       "barnen     27716\n",
       "barnlig    26706\n",
       "barnene    26556\n",
       "barnløs    18681\n",
       "barneår    10924\n",
       "barn-       8056\n",
       "barnens     7595\n",
       "barnet.     5541\n",
       "barneog     5304\n",
       "barnet,     4662\n",
       "barnetB     2219\n",
       "barnål      2138\n",
       "barnleg     1830\n",
       "barnl       1596\n",
       "barnB       1370\n",
       "barner      1324\n",
       "barnel      1272\n",
       "barnes      1231\n",
       "barnsøl     1213\n",
       "barnaB      1163\n",
       "barna.      1155\n",
       "barni       1137\n",
       "barnef      1114\n",
       "barnlos      986\n",
       "barna,       890\n",
       "barnek       774\n",
       "barned       757\n",
       "barnn        716\n",
       "barnit       710\n",
       "barnev       663\n",
       "barneh       591\n",
       "barnetß      534\n",
       "barns-       512\n",
       "barneha      480\n",
       "barnhem      472\n",
       "barneb       472\n",
       "barndåp      463\n",
       "barnat       460\n",
       "barnlss      451\n",
       "barnete      437\n",
       "barnan       397"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted_wildcardsearch(\n",
    "    {\n",
    "        'word': 'barn*',    # search pattern\n",
    "        'factor':2,           # factor determines length of result as difference from pattern\n",
    "        'freq_lim':50,        # lowest frequency\n",
    "        'limit':50            # number of hits\n",
    "        \n",
    "    })"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Find compounds"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>sitron*</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>sitron</th>\n",
       "      <td>73502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsaft</th>\n",
       "      <td>64812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitroner</th>\n",
       "      <td>14599</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronskall</th>\n",
       "      <td>13843</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsyre</th>\n",
       "      <td>7600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronen</th>\n",
       "      <td>6345</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsaften</th>\n",
       "      <td>5538</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronbåter</th>\n",
       "      <td>5167</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitron-</th>\n",
       "      <td>4797</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrongress</th>\n",
       "      <td>4604</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronskiver</th>\n",
       "      <td>4598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronmelisse</th>\n",
       "      <td>4405</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronskive</th>\n",
       "      <td>3920</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronene</th>\n",
       "      <td>2757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrongul</th>\n",
       "      <td>2723</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrongule</th>\n",
       "      <td>2384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronbrus</th>\n",
       "      <td>2282</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronjuice</th>\n",
       "      <td>2072</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronskallet</th>\n",
       "      <td>1973</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrongult</th>\n",
       "      <td>1701</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsmak</th>\n",
       "      <td>1316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsaus</th>\n",
       "      <td>1177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronolje</th>\n",
       "      <td>982</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrontre</th>\n",
       "      <td>977</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrontrær</th>\n",
       "      <td>970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronbåt</th>\n",
       "      <td>969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronpepper</th>\n",
       "      <td>955</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronvann</th>\n",
       "      <td>843</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrontimian</th>\n",
       "      <td>833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronar</th>\n",
       "      <td>789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronkake</th>\n",
       "      <td>699</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsaft.</th>\n",
       "      <td>637</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrondråper</th>\n",
       "      <td>597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrondrops</th>\n",
       "      <td>585</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsaft,</th>\n",
       "      <td>584</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronskivene</th>\n",
       "      <td>578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronkrem</th>\n",
       "      <td>574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrontreet</th>\n",
       "      <td>519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrontrærne</th>\n",
       "      <td>478</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrongresset</th>\n",
       "      <td>460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronskal</th>\n",
       "      <td>446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronpai</th>\n",
       "      <td>444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronpresse</th>\n",
       "      <td>437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronskiven</th>\n",
       "      <td>425</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronaktig</th>\n",
       "      <td>409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronfromasj</th>\n",
       "      <td>386</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitrontwist</th>\n",
       "      <td>382</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronverbena</th>\n",
       "      <td>372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronsyren</th>\n",
       "      <td>357</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sitronduft</th>\n",
       "      <td>354</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               sitron*\n",
       "sitron           73502\n",
       "sitronsaft       64812\n",
       "sitroner         14599\n",
       "sitronskall      13843\n",
       "sitronsyre        7600\n",
       "sitronen          6345\n",
       "sitronsaften      5538\n",
       "sitronbåter       5167\n",
       "sitron-           4797\n",
       "sitrongress       4604\n",
       "sitronskiver      4598\n",
       "sitronmelisse     4405\n",
       "sitronskive       3920\n",
       "sitronene         2757\n",
       "sitrongul         2723\n",
       "sitrongule        2384\n",
       "sitronbrus        2282\n",
       "sitronjuice       2072\n",
       "sitronskallet     1973\n",
       "sitrongult        1701\n",
       "sitronsmak        1316\n",
       "sitronsaus        1177\n",
       "sitronolje         982\n",
       "sitrontre          977\n",
       "sitrontrær         970\n",
       "sitronbåt          969\n",
       "sitronpepper       955\n",
       "sitronvann         843\n",
       "sitrontimian       833\n",
       "sitronar           789\n",
       "sitronkake         699\n",
       "sitronsaft.        637\n",
       "sitrondråper       597\n",
       "sitrondrops        585\n",
       "sitronsaft,        584\n",
       "sitronskivene      578\n",
       "sitronkrem         574\n",
       "sitrontreet        519\n",
       "sitrontrærne       478\n",
       "sitrongresset      460\n",
       "sitronskal         446\n",
       "sitronpai          444\n",
       "sitronpresse       437\n",
       "sitronskiven       425\n",
       "sitronaktig        409\n",
       "sitronfromasj      386\n",
       "sitrontwist        382\n",
       "sitronverbena      372\n",
       "sitronsyren        357\n",
       "sitronduft         354"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted_wildcardsearch(\n",
    "    {\n",
    "        'word': 'sitron*',    # search pattern\n",
    "        'factor':6,           # factor determines length of result as difference from pattern\n",
    "        'freq_lim':50,        # lowest frequency\n",
    "        'limit':50            # number of hits\n",
    "        \n",
    "    })"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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