B_CompareSimilarities.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Comparison of Similarity Metrics"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This appendix compares the effect of all similarity metric implementations of the textdistance library [[TeDi](./A_References.ipynb#tedi)] for some example strings pair combinations for each feature to be calculated. The comparison is based on the goldstandard data and is the basis for deciding the similarity metrics for each feature to be used."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Table of Contents\n",
    "\n",
    "- [Data Takeover](#Data-Takeover)\n",
    "- [Functions for Similarity Metrics Analysis](#Functions-for-Similarity-Metrics-Analysis)\n",
    "- [Similarity Metric Assessments](#Similarity-Metric-Assessments)\n",
    "    - [coordinate](#coordinate)\n",
    "    - [corporate](#corporate)\n",
    "    - [doi](#doi)\n",
    "    - [edition](#edition)\n",
    "    - [exactDate](#exactDate)\n",
    "    - [format](#format)\n",
    "    - [isbn](#isbn)\n",
    "    - [ismn](#ismn)\n",
    "    - [musicid](#musicid)\n",
    "    - [part](#part)\n",
    "    - [person](#person)\n",
    "    - [pubinit](#pubinit)\n",
    "    - [scale](#scale)\n",
    "    - [ttlfull](#ttlfull)\n",
    "    - [volumes](#volumes)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Data Takeover"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As a first step, the training data set as a result of chapter [Goldstandard and Data Preparation](./2_GoldstandardDataPreparation.ipynb) is read. Some sample strings of this data set will be used for the comparison and assessment of the different metrics implementations."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
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       "      <td>[(OCoLC)731635279, (ABN)000539983]</td>\n",
       "      <td>[(OCoLC)731635279, (ABN)000539983]</td>\n",
       "      <td>2009</td>\n",
       "      <td>2009</td>\n",
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       "      <td>2009</td>\n",
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       "      <td>jane austen ; aus dem englischen übersetzt von...</td>\n",
       "      <td>jane austen ; aus dem englischen übersetzt von...</td>\n",
       "      <td>grawechristian, graweursula</td>\n",
       "      <td>grawechristian, graweursula</td>\n",
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       "      <td>[Reclam jun.]</td>\n",
       "      <td>[Reclam jun.]</td>\n",
       "      <td>2009</td>\n",
       "      <td>2009</td>\n",
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       "      <td>emma, roman</td>\n",
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       "      <td>{'245': ['Emma', 'Roman']}</td>\n",
       "      <td>{'245': ['Emma', 'Roman']}</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
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       "      <td>[(OCoLC)731635279, (ABN)000539983]</td>\n",
       "      <td>[(OCoLC)731635279, (NEBIS)009587153]</td>\n",
       "      <td>2009</td>\n",
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       "      <td>000311049</td>\n",
       "      <td>196506476</td>\n",
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       "      <td>grawechristian, graweursula</td>\n",
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       "      <td>000311049</td>\n",
       "      <td>323173349</td>\n",
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       "      <td>bk</td>\n",
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       "      <td></td>\n",
       "      <td>504389793</td>\n",
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       "      <td>[(OCoLC)731635279, (NEBIS)009587153]</td>\n",
       "      <td>[(OCoLC)731635279, (ABN)000539983]</td>\n",
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       "      <td>504389793</td>\n",
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       "      <td>austenjane</td>\n",
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       "      <td>504389793</td>\n",
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       "      <td>[600 S.]</td>\n",
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       "      <td>20008</td>\n",
       "      <td>austenjane</td>\n",
       "      <td>austenjane</td>\n",
       "      <td>jane austen ; aus dem engl. übers. von ursula ...</td>\n",
       "      <td>jane austen ; aus dem engl. übers. von ursula ...</td>\n",
       "      <td></td>\n",
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       "      <td>2009</td>\n",
       "      <td>2009</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>emma</td>\n",
       "      <td>emma</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>{'245': ['Emma']}</td>\n",
       "      <td>{'245': ['Emma']}</td>\n",
       "      <td>600</td>\n",
       "      <td>600</td>\n",
       "    </tr>\n",
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      "text/plain": [
       "                             035liste_x                            035liste_y  \\\n",
       "0    [(OCoLC)731635279, (ABN)000539983]    [(OCoLC)731635279, (ABN)000539983]   \n",
       "1    [(OCoLC)731635279, (ABN)000539983]  [(OCoLC)731635279, (NEBIS)009587153]   \n",
       "2    [(OCoLC)731635279, (ABN)000539983]  [(OCoLC)731635279, (LIBIB)000315536]   \n",
       "3  [(OCoLC)731635279, (NEBIS)009587153]    [(OCoLC)731635279, (ABN)000539983]   \n",
       "4  [(OCoLC)731635279, (NEBIS)009587153]  [(OCoLC)731635279, (NEBIS)009587153]   \n",
       "\n",
       "  century_x century_y coordinate_E_x coordinate_E_y coordinate_N_x  \\\n",
       "0      2009      2009                                                \n",
       "1      2009      2009                                                \n",
       "2      2009      2009                                                \n",
       "3      2009      2009                                                \n",
       "4      2009      2009                                                \n",
       "\n",
       "  coordinate_N_y coordinate_x coordinate_y corporate_110_x corporate_110_y  \\\n",
       "0                          []           []                                   \n",
       "1                          []           []                                   \n",
       "2                          []           []                                   \n",
       "3                          []           []                                   \n",
       "4                          []           []                                   \n",
       "\n",
       "  corporate_710_x corporate_710_y corporate_full_x corporate_full_y decade_x  \\\n",
       "0                                                                       2009   \n",
       "1                                                                       2009   \n",
       "2                                                                       2009   \n",
       "3                                                                       2009   \n",
       "4                                                                       2009   \n",
       "\n",
       "  decade_y    docid_x    docid_y doi_x doi_y  duplicates edition_x edition_y  \\\n",
       "0     2009  000311049  000311049                       1                       \n",
       "1     2009  000311049  196506476                       1                       \n",
       "2     2009  000311049  323173349                       1                       \n",
       "3     2009  196506476  000311049                       1                       \n",
       "4     2009  196506476  196506476                       1                       \n",
       "\n",
       "  exactDate_x exactDate_y format_postfix_x format_postfix_y format_prefix_x  \\\n",
       "0    2009uuuu    2009uuuu           020000           020000              bk   \n",
       "1    2009uuuu    2009uuuu           020000           020000              bk   \n",
       "2    2009uuuu    2009uuuu           020000           020000              bk   \n",
       "3    2009uuuu    2009uuuu           020000           020000              bk   \n",
       "4    2009uuuu    2009uuuu           020000           020000              bk   \n",
       "\n",
       "  format_prefix_y               isbn_x               isbn_y ismn_x ismn_y  \\\n",
       "0              bk  [978-3-15-020008-7]  [978-3-15-020008-7]                 \n",
       "1              bk  [978-3-15-020008-7]  [978-3-15-020008-7]                 \n",
       "2              bk  [978-3-15-020008-7]  [978-3-15-020008-7]                 \n",
       "3              bk  [978-3-15-020008-7]  [978-3-15-020008-7]                 \n",
       "4              bk  [978-3-15-020008-7]  [978-3-15-020008-7]                 \n",
       "\n",
       "  masters_docid musicid_x musicid_y   pages_x   pages_y part_x part_y  \\\n",
       "0     504389793                      [600 S.]  [600 S.]  20008  20008   \n",
       "1     504389793                      [600 S.]  [600 S.]  20008  20008   \n",
       "2     504389793                      [600 S.]  [600 S.]  20008  20008   \n",
       "3     504389793                      [600 S.]  [600 S.]  20008  20008   \n",
       "4     504389793                      [600 S.]  [600 S.]  20008  20008   \n",
       "\n",
       "  person_100_x person_100_y  \\\n",
       "0   austenjane   austenjane   \n",
       "1   austenjane   austenjane   \n",
       "2   austenjane   austenjane   \n",
       "3   austenjane   austenjane   \n",
       "4   austenjane   austenjane   \n",
       "\n",
       "                                       person_245c_x  \\\n",
       "0  jane austen ; aus dem englischen übersetzt von...   \n",
       "1  jane austen ; aus dem englischen übersetzt von...   \n",
       "2  jane austen ; aus dem englischen übersetzt von...   \n",
       "3  jane austen ; aus dem engl. übers. von ursula ...   \n",
       "4  jane austen ; aus dem engl. übers. von ursula ...   \n",
       "\n",
       "                                       person_245c_y  \\\n",
       "0  jane austen ; aus dem englischen übersetzt von...   \n",
       "1  jane austen ; aus dem engl. übers. von ursula ...   \n",
       "2                                        jane austen   \n",
       "3  jane austen ; aus dem englischen übersetzt von...   \n",
       "4  jane austen ; aus dem engl. übers. von ursula ...   \n",
       "\n",
       "                  person_700_x                 person_700_y    pubinit_x  \\\n",
       "0  grawechristian, graweursula  grawechristian, graweursula  reclam jun.   \n",
       "1  grawechristian, graweursula                               reclam jun.   \n",
       "2  grawechristian, graweursula                               reclam jun.   \n",
       "3                               grawechristian, graweursula       reclam   \n",
       "4                                                                 reclam   \n",
       "\n",
       "     pubinit_y      pubword_x      pubword_y pubyear_x pubyear_y scale_x  \\\n",
       "0  reclam jun.  [Reclam jun.]  [Reclam jun.]  2009      2009               \n",
       "1       reclam  [Reclam jun.]       [Reclam]  2009      2009               \n",
       "2       reclam  [Reclam jun.]       [Reclam]  2009      2009               \n",
       "3  reclam jun.       [Reclam]  [Reclam jun.]  2009      2009               \n",
       "4       reclam       [Reclam]       [Reclam]  2009      2009               \n",
       "\n",
       "  scale_y ttlfull_245_x ttlfull_245_y ttlfull_246_x ttlfull_246_y  \\\n",
       "0           emma, roman   emma, roman                               \n",
       "1           emma, roman          emma                               \n",
       "2           emma, roman   emma, roman                               \n",
       "3                  emma   emma, roman                               \n",
       "4                  emma          emma                               \n",
       "\n",
       "                    ttlpart_x                   ttlpart_y volumes_x volumes_y  \n",
       "0  {'245': ['Emma', 'Roman']}  {'245': ['Emma', 'Roman']}       600       600  \n",
       "1  {'245': ['Emma', 'Roman']}           {'245': ['Emma']}       600       600  \n",
       "2  {'245': ['Emma', 'Roman']}  {'245': ['Emma', 'Roman']}       600       600  \n",
       "3           {'245': ['Emma']}  {'245': ['Emma', 'Roman']}       600       600  \n",
       "4           {'245': ['Emma']}           {'245': ['Emma']}       600       600  "
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import pickle as pk\n",
    "import bz2\n",
    "import _pickle as cPickle\n",
    "\n",
    "path_goldstandard = './daten_goldstandard'\n",
    "\n",
    "# Restore metadata so far\n",
    "with open(os.path.join(path_goldstandard, 'columns_metadata.pkl'), 'rb') as handle:\n",
    "    columns_metadata_dict = pk.load(handle)\n",
    "\n",
    "# Restore DataFrame with features from compressed pickle file\n",
    "with bz2.BZ2File((os.path.join(\n",
    "    path_goldstandard, 'feature_base_df.pkl')), 'rb') as file:\n",
    "    df_feature_base = cPickle.load(file)\n",
    "\n",
    "# Extend display to number of columns of DataFrame\n",
    "pd.options.display.max_columns = len(df_feature_base.columns)\n",
    "\n",
    "df_feature_base.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Functions for Similarity Metrics Analysis"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All available metrics algorithms of library textdistance [[TeDi](./A_References.ipynb#tedi)] are listed in the dictionary below. The dictionary will help calculating a similarity value for each available algorithm of the library."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import textdistance as tedi\n",
    "\n",
    "tedi_algorithms = {\n",
    "    # Edit based\n",
    "    'Hamming' : tedi.Hamming(), 'MLIPNS' : tedi.MLIPNS(), 'Levenshtein' : tedi.Levenshtein(),\n",
    "    'DamerauLevenshtein' : tedi.DamerauLevenshtein(), 'Jaro' : tedi.Jaro(), 'JaroWinkler' : tedi.JaroWinkler(),\n",
    "    'StrCmp95' : tedi.StrCmp95(), 'NeedlemanWunsch' : tedi.NeedlemanWunsch(), 'Gotoh' : tedi.Gotoh(),\n",
    "    'SmithWaterman' : tedi.SmithWaterman(),\n",
    "    # Token based\n",
    "    'Jaccard' : tedi.Jaccard(), 'Sorensen' : tedi.Sorensen(), 'Tversky' : tedi.Tversky(), 'Overlap' : tedi.Overlap(),\n",
    "    'Tanimoto' : tedi.Tanimoto(), 'Cosine' : tedi.Cosine(), 'MongeElkan' : tedi.MongeElkan(), 'Bag' : tedi.Bag(),\n",
    "    # Sequence based\n",
    "    'LCSSeq' : tedi.LCSSeq(), 'LCSStr' : tedi.LCSStr(), 'RatcliffObershelp' : tedi.RatcliffObershelp(),\n",
    "    # Compression based\n",
    "    'ArithNCD' : tedi.ArithNCD(), 'RLENCD' : tedi.RLENCD(), 'BWTRLENCD' : tedi.BWTRLENCD(),\n",
    "    'SqrtNCD' : tedi.SqrtNCD(), 'EntropyNCD' : tedi.EntropyNCD(), 'BZ2NCD' : tedi.BZ2NCD(),\n",
    "    'LZMANCD' : tedi.LZMANCD(), 'ZLIBNCD' : tedi.ZLIBNCD(),\n",
    "    # Phonetic\n",
    "    'MRA' : tedi.MRA(), 'Editex' : tedi.Editex(),\n",
    "    # Simple\n",
    "    'Prefix' : tedi.Prefix(), 'Postfix' : tedi.Postfix(), 'Length' : tedi.Length(), 'Identity' : tedi.Identity(),\n",
    "    'Matrix' : tedi.Matrix()\n",
    "}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This appendix uses function $\\texttt{.apply}\\_\\texttt{similarities}()$ that applies the $\\texttt{.normalized}\\_\\texttt{similarity}()$ function of $\\texttt{textdistance}$ for each algorithm object available in the library. The function is implemented in the separate code file [data_analysis_funcs.py](./data_analysis_funcs.py) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": false
   },
   "outputs": [],
   "source": [
    "import data_analysis_funcs as daf"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Similarity Metric Assessments"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This section iterates through all available similarity metrics of library [[TeDi](./A_References.ipynb#tedi)] and calculates the similarity values for a pair of two sample strings of each feature of the model. The calculated similarity values will be analysed visually and an algorithm will be decided to be used in chapter [Feature Matrix Generation](./4_FeatureMatrixGeneration.ipynb). The decision will be based on a visual assessment that is validated with the literature, [[Chri2012](./A_References.ipynb#chri2012)]."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Extend display to number of columns of DataFrame\n",
    "pd.options.display.max_columns = len(tedi_algorithms)+3\n",
    "\n",
    "def num_of_samples (df) :\n",
    "    max_number_of_num_samples = 30\n",
    "\n",
    "    return min(len(df), max_number_of_num_samples)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### coordinate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
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       "      <th>LCSSeq</th>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.6875</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.046875</td>\n",
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       "      <td>0.500</td>\n",
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       "      <td>0.333333</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
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       "      <td>0.031250</td>\n",
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       "      <td>0.500</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.272049</td>\n",
       "      <td>0.795039</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>e0060811</td>\n",
       "      <td>e0080851</td>\n",
       "      <td>0.750</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.844444</td>\n",
       "      <td>0.800000</td>\n",
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       "      <td>0.750</td>\n",
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       "      <td>-0.736966</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.482362</td>\n",
       "      <td>0.950679</td>\n",
       "      <td>0.892857</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.125</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
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       "      <td>0.0000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.316893</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       str1      str2  Hamming  MLIPNS  Levenshtein  DamerauLevenshtein  \\\n",
       "4  e0060811  e0060811    1.000     1.0        1.000               1.000   \n",
       "5  e0060811  e0074147    0.375     0.0        0.375               0.500   \n",
       "2  e0060811  e0080855    0.625     1.0        0.625               0.625   \n",
       "1  e0060811  e0055700    0.375     0.0        0.375               0.375   \n",
       "3  e0060811  e0080851    0.750     1.0        0.750               0.750   \n",
       "0  e0060811              0.000     0.0        0.000               0.000   \n",
       "\n",
       "       Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch  SmithWaterman   Jaccard  \\\n",
       "4  1.000000     1.000000  1.000000           1.0000          1.000  1.000000   \n",
       "5  0.666667     0.666667  0.666667           0.6875          0.375  0.333333   \n",
       "2  0.683333     0.683333  0.683333           0.8125          0.625  0.454545   \n",
       "1  0.666667     0.666667  0.666667           0.6875          0.375  0.333333   \n",
       "3  0.777778     0.844444  0.800000           0.8750          0.750  0.600000   \n",
       "0  0.000000     0.000000  0.000000           0.0000          0.000  0.000000   \n",
       "\n",
       "   Sorensen   Tversky  Overlap  Tanimoto  Cosine  MongeElkan    Bag  LCSSeq  \\\n",
       "4     1.000  1.000000    1.000  0.000000   1.000    1.000000  1.000   1.000   \n",
       "5     0.500  0.333333    0.500 -1.584963   0.500    0.046875  0.500   0.500   \n",
       "2     0.625  0.454545    0.625 -1.137504   0.625    0.039062  0.625   0.625   \n",
       "1     0.500  0.333333    0.500 -1.584963   0.500    0.031250  0.500   0.500   \n",
       "3     0.750  0.600000    0.750 -0.736966   0.750    0.054688  0.750   0.750   \n",
       "0     0.000  0.000000    0.000      -inf   0.000    0.000000  0.000   0.000   \n",
       "\n",
       "   LCSStr  RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD  \\\n",
       "4   1.000              1.000     0.0   0.333333  0.585786    1.000000   \n",
       "5   0.375              0.500     0.0   0.111111  0.348914    0.862591   \n",
       "2   0.375              0.625     0.0   0.333333  0.371374    0.856505   \n",
       "1   0.375              0.500     0.0   0.111111  0.272049    0.795039   \n",
       "3   0.375              0.750     0.0   0.333333  0.482362    0.950679   \n",
       "0   0.000              0.000     0.0   0.111111  0.000000    0.316893   \n",
       "\n",
       "     BZ2NCD  LZMANCD   ZLIBNCD       MRA  Editex  Prefix  Postfix  Length  \\\n",
       "4  0.892857     0.76  0.857143  1.000000   1.000   1.000    1.000     1.0   \n",
       "5  0.821429     0.84  0.428571  0.333333   0.375   0.375    0.000     1.0   \n",
       "2  0.892857     0.84  0.428571  0.666667   0.750   0.375    0.000     1.0   \n",
       "1  0.857143     0.84  0.428571  0.333333   0.500   0.375    0.000     1.0   \n",
       "3  0.892857     0.84  0.428571  0.500000   0.750   0.375    0.125     1.0   \n",
       "0  0.000000     0.36  0.428571  0.000000   0.000   0.000    0.000     0.0   \n",
       "\n",
       "   Identity  Matrix  \n",
       "4       1.0     1.0  \n",
       "5       0.0     0.0  \n",
       "2       0.0     0.0  \n",
       "1       0.0     0.0  \n",
       "3       0.0     0.0  \n",
       "0       0.0     0.0  "
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'coordinate_E_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### corporate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "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>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>schweizbundesamt für landestopografie</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>0.593079</td>\n",
       "      <td>0.593079</td>\n",
       "      <td>0.619937</td>\n",
       "      <td>0.297297</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.394737</td>\n",
       "      <td>0.566038</td>\n",
       "      <td>0.394737</td>\n",
       "      <td>0.937500</td>\n",
       "      <td>-1.341037</td>\n",
       "      <td>0.616496</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.405405</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.301887</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.275398</td>\n",
       "      <td>0.804628</td>\n",
       "      <td>0.403226</td>\n",
       "      <td>0.512195</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.432432</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>eidgenössische landestopographie</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.555871</td>\n",
       "      <td>0.555871</td>\n",
       "      <td>0.593371</td>\n",
       "      <td>0.328125</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.371429</td>\n",
       "      <td>0.541667</td>\n",
       "      <td>0.371429</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-1.428843</td>\n",
       "      <td>0.574524</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.406250</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.303292</td>\n",
       "      <td>0.846177</td>\n",
       "      <td>0.452830</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.265625</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>oper (köln)</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.455682</td>\n",
       "      <td>0.455682</td>\n",
       "      <td>0.486364</td>\n",
       "      <td>0.406250</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.370370</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>-2.137504</td>\n",
       "      <td>0.376889</td>\n",
       "      <td>0.011719</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.296296</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.247112</td>\n",
       "      <td>0.840105</td>\n",
       "      <td>0.589744</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>schweizerische gesellschaft für bildungsforsch...</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.552619</td>\n",
       "      <td>0.552619</td>\n",
       "      <td>0.559869</td>\n",
       "      <td>0.140000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.275862</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-2.643856</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.155172</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.200135</td>\n",
       "      <td>0.810645</td>\n",
       "      <td>0.241758</td>\n",
       "      <td>0.365079</td>\n",
       "      <td>0.170732</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.255000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>interkantonale lehrmittelzentrale (luzern)</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.498286</td>\n",
       "      <td>0.498286</td>\n",
       "      <td>0.524179</td>\n",
       "      <td>0.273810</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.234043</td>\n",
       "      <td>0.379310</td>\n",
       "      <td>0.234043</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>-2.095157</td>\n",
       "      <td>0.424334</td>\n",
       "      <td>0.021484</td>\n",
       "      <td>0.261905</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.263176</td>\n",
       "      <td>0.853271</td>\n",
       "      <td>0.433962</td>\n",
       "      <td>0.488372</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.380952</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>springerlink (online service)</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.172414</td>\n",
       "      <td>0.172414</td>\n",
       "      <td>0.476133</td>\n",
       "      <td>0.476133</td>\n",
       "      <td>0.505228</td>\n",
       "      <td>0.362069</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.562500</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.417815</td>\n",
       "      <td>0.021484</td>\n",
       "      <td>0.310345</td>\n",
       "      <td>0.206897</td>\n",
       "      <td>0.068966</td>\n",
       "      <td>0.177778</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.267984</td>\n",
       "      <td>0.844239</td>\n",
       "      <td>0.478261</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.241379</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.551724</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>trägerverein 600 jahre niklaus von flüe 1417-2017</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.122449</td>\n",
       "      <td>0.122449</td>\n",
       "      <td>0.476361</td>\n",
       "      <td>0.476361</td>\n",
       "      <td>0.492942</td>\n",
       "      <td>0.224490</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.226415</td>\n",
       "      <td>0.369231</td>\n",
       "      <td>0.226415</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>-2.142958</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.244898</td>\n",
       "      <td>0.122449</td>\n",
       "      <td>0.061224</td>\n",
       "      <td>0.184615</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.215327</td>\n",
       "      <td>0.766007</td>\n",
       "      <td>0.350649</td>\n",
       "      <td>0.446809</td>\n",
       "      <td>0.122807</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.193878</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.326531</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>staatsoper (wien)chor, wiener philharmoniker</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.535354</td>\n",
       "      <td>0.535354</td>\n",
       "      <td>0.552399</td>\n",
       "      <td>0.284091</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.276596</td>\n",
       "      <td>0.433333</td>\n",
       "      <td>0.276596</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-1.854149</td>\n",
       "      <td>0.489956</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.295455</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.023256</td>\n",
       "      <td>0.261027</td>\n",
       "      <td>0.820436</td>\n",
       "      <td>0.406780</td>\n",
       "      <td>0.441860</td>\n",
       "      <td>0.152174</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.261364</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>suisse</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.638889</td>\n",
       "      <td>0.638889</td>\n",
       "      <td>0.684722</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.408248</td>\n",
       "      <td>0.009766</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.136579</td>\n",
       "      <td>0.658166</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>bonne pioche (paris), buena vista internationa...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.506944</td>\n",
       "      <td>0.506944</td>\n",
       "      <td>0.522569</td>\n",
       "      <td>0.203125</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.937500</td>\n",
       "      <td>-2.115477</td>\n",
       "      <td>0.468750</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.234375</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.046875</td>\n",
       "      <td>0.225000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.240263</td>\n",
       "      <td>0.813623</td>\n",
       "      <td>0.356164</td>\n",
       "      <td>0.396226</td>\n",
       "      <td>0.234375</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.218750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>schweizerische normen-vereinigung</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.151515</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.414141</td>\n",
       "      <td>0.414141</td>\n",
       "      <td>0.460543</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.326531</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-2.357552</td>\n",
       "      <td>0.348155</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.212121</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.204082</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.209464</td>\n",
       "      <td>0.817108</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.484848</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>interkantonale lehrmittelzentrale (rapperswil,...</td>\n",
       "      <td>0.016667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.183333</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.526944</td>\n",
       "      <td>0.216667</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.206349</td>\n",
       "      <td>0.342105</td>\n",
       "      <td>0.206349</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-2.276840</td>\n",
       "      <td>0.419573</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.216667</td>\n",
       "      <td>0.183333</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.236842</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.016949</td>\n",
       "      <td>0.241705</td>\n",
       "      <td>0.836339</td>\n",
       "      <td>0.367647</td>\n",
       "      <td>0.433962</td>\n",
       "      <td>0.229508</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.258333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>eidgenössisches topographisches bureau eidgenö...</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.535732</td>\n",
       "      <td>0.535732</td>\n",
       "      <td>0.542891</td>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.253968</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-2.781360</td>\n",
       "      <td>0.381385</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.118182</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.158730</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.190091</td>\n",
       "      <td>0.795054</td>\n",
       "      <td>0.278351</td>\n",
       "      <td>0.344262</td>\n",
       "      <td>0.139241</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.213636</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>schweizerische gesellschaft für bildungsforschung</td>\n",
       "      <td>0.061224</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.163265</td>\n",
       "      <td>0.183673</td>\n",
       "      <td>0.526077</td>\n",
       "      <td>0.526077</td>\n",
       "      <td>0.542659</td>\n",
       "      <td>0.244898</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.274510</td>\n",
       "      <td>0.430769</td>\n",
       "      <td>0.274510</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>-1.865070</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.183673</td>\n",
       "      <td>0.061224</td>\n",
       "      <td>0.246154</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.259407</td>\n",
       "      <td>0.815322</td>\n",
       "      <td>0.358209</td>\n",
       "      <td>0.446809</td>\n",
       "      <td>0.173077</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.306122</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.326531</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>les arts florissants</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.787500</td>\n",
       "      <td>0.787500</td>\n",
       "      <td>0.787500</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.321928</td>\n",
       "      <td>0.894427</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.519239</td>\n",
       "      <td>0.976566</td>\n",
       "      <td>0.717949</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.769231</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>interkantonale lehrmittelzentrale (luzern), st...</td>\n",
       "      <td>0.012658</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.113924</td>\n",
       "      <td>0.139241</td>\n",
       "      <td>0.495077</td>\n",
       "      <td>0.495077</td>\n",
       "      <td>0.517625</td>\n",
       "      <td>0.158228</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.144578</td>\n",
       "      <td>0.252632</td>\n",
       "      <td>0.144578</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>-2.790077</td>\n",
       "      <td>0.337526</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.151899</td>\n",
       "      <td>0.126582</td>\n",
       "      <td>0.037975</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.013333</td>\n",
       "      <td>0.205067</td>\n",
       "      <td>0.823636</td>\n",
       "      <td>0.289474</td>\n",
       "      <td>0.403509</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.196203</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.202532</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>rundfunkchor, sächsische staatskapelle dresden</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.195652</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>0.570164</td>\n",
       "      <td>0.570164</td>\n",
       "      <td>0.578588</td>\n",
       "      <td>0.260870</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.347826</td>\n",
       "      <td>0.516129</td>\n",
       "      <td>0.347826</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-1.523562</td>\n",
       "      <td>0.589768</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.347826</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.225806</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.275397</td>\n",
       "      <td>0.825973</td>\n",
       "      <td>0.417910</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.226415</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.271739</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.347826</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>berliner philharmoniker, deutsche oper (berlin...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.137255</td>\n",
       "      <td>0.137255</td>\n",
       "      <td>0.440359</td>\n",
       "      <td>0.440359</td>\n",
       "      <td>0.456781</td>\n",
       "      <td>0.225490</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.175439</td>\n",
       "      <td>0.298507</td>\n",
       "      <td>0.175439</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>-2.510962</td>\n",
       "      <td>0.350070</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.196078</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.039216</td>\n",
       "      <td>0.238806</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.062500</td>\n",
       "      <td>0.224932</td>\n",
       "      <td>0.802728</td>\n",
       "      <td>0.409091</td>\n",
       "      <td>0.469388</td>\n",
       "      <td>0.207547</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.264706</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.313725</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>metropolitan operaorchestra, metropolitan oper...</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.169811</td>\n",
       "      <td>0.169811</td>\n",
       "      <td>0.519916</td>\n",
       "      <td>0.519916</td>\n",
       "      <td>0.528053</td>\n",
       "      <td>0.235849</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.232143</td>\n",
       "      <td>0.376812</td>\n",
       "      <td>0.232143</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-2.106915</td>\n",
       "      <td>0.446422</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.245283</td>\n",
       "      <td>0.169811</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.231884</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.019231</td>\n",
       "      <td>0.274708</td>\n",
       "      <td>0.859064</td>\n",
       "      <td>0.438596</td>\n",
       "      <td>0.488372</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.226415</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.301887</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>interkantonale lehrmittelzentrale</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.212121</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.522096</td>\n",
       "      <td>0.522096</td>\n",
       "      <td>0.540657</td>\n",
       "      <td>0.348485</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.289474</td>\n",
       "      <td>0.448980</td>\n",
       "      <td>0.289474</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>-1.788496</td>\n",
       "      <td>0.478714</td>\n",
       "      <td>0.021484</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.163265</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.317244</td>\n",
       "      <td>0.890072</td>\n",
       "      <td>0.553191</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.303030</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.484848</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>wiener philharmoniker</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.501984</td>\n",
       "      <td>0.501984</td>\n",
       "      <td>0.524008</td>\n",
       "      <td>0.452381</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.275862</td>\n",
       "      <td>0.432432</td>\n",
       "      <td>0.275862</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.857981</td>\n",
       "      <td>0.436436</td>\n",
       "      <td>0.017578</td>\n",
       "      <td>0.380952</td>\n",
       "      <td>0.238095</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.297289</td>\n",
       "      <td>0.849102</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.309524</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.761905</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>the metropolitan chorus und orchestra</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.510084</td>\n",
       "      <td>0.510084</td>\n",
       "      <td>0.527989</td>\n",
       "      <td>0.324324</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.325000</td>\n",
       "      <td>0.490566</td>\n",
       "      <td>0.325000</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-1.621488</td>\n",
       "      <td>0.534297</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.351351</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.301887</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.301855</td>\n",
       "      <td>0.851394</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.512195</td>\n",
       "      <td>0.302326</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.297297</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.432432</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>schweiz</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.470238</td>\n",
       "      <td>0.470238</td>\n",
       "      <td>0.511310</td>\n",
       "      <td>0.281250</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.173913</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>-3.392317</td>\n",
       "      <td>0.188982</td>\n",
       "      <td>0.009766</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.173913</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.110247</td>\n",
       "      <td>0.790639</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>metropolitan opera (new york)orchestra, metrop...</td>\n",
       "      <td>0.013333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.497778</td>\n",
       "      <td>0.497778</td>\n",
       "      <td>0.505361</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.375278</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.173333</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.026667</td>\n",
       "      <td>0.197802</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.013889</td>\n",
       "      <td>0.209769</td>\n",
       "      <td>0.808773</td>\n",
       "      <td>0.318841</td>\n",
       "      <td>0.469388</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.193333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.013333</td>\n",
       "      <td>0.213333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>philharmonia chorus (london), philharmonia orc...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.180328</td>\n",
       "      <td>0.180328</td>\n",
       "      <td>0.429645</td>\n",
       "      <td>0.429645</td>\n",
       "      <td>0.437534</td>\n",
       "      <td>0.221311</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.184615</td>\n",
       "      <td>0.311688</td>\n",
       "      <td>0.184615</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>-2.437405</td>\n",
       "      <td>0.384111</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.196721</td>\n",
       "      <td>0.180328</td>\n",
       "      <td>0.032787</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.017241</td>\n",
       "      <td>0.235118</td>\n",
       "      <td>0.822350</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.489362</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.254098</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.262295</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>eidgenössisches topographisches bureau</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.184211</td>\n",
       "      <td>0.210526</td>\n",
       "      <td>0.507476</td>\n",
       "      <td>0.507476</td>\n",
       "      <td>0.543002</td>\n",
       "      <td>0.302632</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.317073</td>\n",
       "      <td>0.481481</td>\n",
       "      <td>0.317073</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-1.657112</td>\n",
       "      <td>0.527220</td>\n",
       "      <td>0.027344</td>\n",
       "      <td>0.342105</td>\n",
       "      <td>0.210526</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.296296</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.257871</td>\n",
       "      <td>0.831814</td>\n",
       "      <td>0.406780</td>\n",
       "      <td>0.534884</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.421053</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>schweizeidgenössisches topographisches bureau</td>\n",
       "      <td>0.022222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.155556</td>\n",
       "      <td>0.177778</td>\n",
       "      <td>0.492466</td>\n",
       "      <td>0.492466</td>\n",
       "      <td>0.526355</td>\n",
       "      <td>0.255556</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.270833</td>\n",
       "      <td>0.426230</td>\n",
       "      <td>0.270833</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>-1.884523</td>\n",
       "      <td>0.484481</td>\n",
       "      <td>0.027344</td>\n",
       "      <td>0.288889</td>\n",
       "      <td>0.177778</td>\n",
       "      <td>0.044444</td>\n",
       "      <td>0.262295</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.230181</td>\n",
       "      <td>0.817556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.148936</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.311111</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.355556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>opernhaus orchester zürich</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.525107</td>\n",
       "      <td>0.525107</td>\n",
       "      <td>0.575588</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.476190</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>-1.678072</td>\n",
       "      <td>0.490290</td>\n",
       "      <td>0.027344</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.269231</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.037037</td>\n",
       "      <td>0.304884</td>\n",
       "      <td>0.850268</td>\n",
       "      <td>0.490196</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>arts florissants</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.863636</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>arts florissants</td>\n",
       "      <td>philharmonia orchestra (london)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.225806</td>\n",
       "      <td>0.225806</td>\n",
       "      <td>0.559567</td>\n",
       "      <td>0.559567</td>\n",
       "      <td>0.569043</td>\n",
       "      <td>0.370968</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.305556</td>\n",
       "      <td>0.468085</td>\n",
       "      <td>0.305556</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>-1.710493</td>\n",
       "      <td>0.493915</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.354839</td>\n",
       "      <td>0.258065</td>\n",
       "      <td>0.064516</td>\n",
       "      <td>0.297872</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.307113</td>\n",
       "      <td>0.843429</td>\n",
       "      <td>0.510204</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.290323</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.516129</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                str1                                               str2  \\\n",
       "14  arts florissants              schweizbundesamt für landestopografie   \n",
       "22  arts florissants                   eidgenössische landestopographie   \n",
       "25  arts florissants                                        oper (köln)   \n",
       "7   arts florissants  schweizerische gesellschaft für bildungsforsch...   \n",
       "21  arts florissants         interkantonale lehrmittelzentrale (luzern)   \n",
       "30  arts florissants                      springerlink (online service)   \n",
       "36  arts florissants  trägerverein 600 jahre niklaus von flüe 1417-2017   \n",
       "11  arts florissants       staatsoper (wien)chor, wiener philharmoniker   \n",
       "32  arts florissants                                             suisse   \n",
       "9   arts florissants  bonne pioche (paris), buena vista internationa...   \n",
       "35  arts florissants                  schweizerische normen-vereinigung   \n",
       "26  arts florissants  interkantonale lehrmittelzentrale (rapperswil,...   \n",
       "15  arts florissants  eidgenössisches topographisches bureau eidgenö...   \n",
       "8   arts florissants  schweizerische gesellschaft für bildungsforschung   \n",
       "23  arts florissants                               les arts florissants   \n",
       "20  arts florissants  interkantonale lehrmittelzentrale (luzern), st...   \n",
       "13  arts florissants     rundfunkchor, sächsische staatskapelle dresden   \n",
       "18  arts florissants  berliner philharmoniker, deutsche oper (berlin...   \n",
       "2   arts florissants  metropolitan operaorchestra, metropolitan oper...   \n",
       "19  arts florissants                  interkantonale lehrmittelzentrale   \n",
       "12  arts florissants                              wiener philharmoniker   \n",
       "10  arts florissants              the metropolitan chorus und orchestra   \n",
       "31  arts florissants                                            schweiz   \n",
       "3   arts florissants  metropolitan opera (new york)orchestra, metrop...   \n",
       "27  arts florissants  philharmonia chorus (london), philharmonia orc...   \n",
       "34  arts florissants             eidgenössisches topographisches bureau   \n",
       "33  arts florissants      schweizeidgenössisches topographisches bureau   \n",
       "5   arts florissants                         opernhaus orchester zürich   \n",
       "24  arts florissants                                   arts florissants   \n",
       "28  arts florissants                    philharmonia orchestra (london)   \n",
       "\n",
       "     Hamming  MLIPNS  Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  \\\n",
       "14  0.000000     0.0     0.162162            0.162162  0.593079     0.593079   \n",
       "22  0.062500     0.0     0.156250            0.187500  0.555871     0.555871   \n",
       "25  0.062500     0.0     0.125000            0.125000  0.455682     0.455682   \n",
       "7   0.030000     0.0     0.120000            0.120000  0.552619     0.552619   \n",
       "21  0.023810     0.0     0.166667            0.190476  0.498286     0.498286   \n",
       "30  0.034483     0.0     0.172414            0.172414  0.476133     0.476133   \n",
       "36  0.040816     0.0     0.122449            0.122449  0.476361     0.476361   \n",
       "11  0.000000     0.0     0.204545            0.204545  0.535354     0.535354   \n",
       "32  0.062500     0.0     0.250000            0.250000  0.638889     0.638889   \n",
       "9   0.000000     0.0     0.156250            0.156250  0.506944     0.506944   \n",
       "35  0.090909     0.0     0.151515            0.181818  0.414141     0.414141   \n",
       "26  0.016667     0.0     0.166667            0.183333  0.511111     0.511111   \n",
       "15  0.018182     0.0     0.109091            0.127273  0.535732     0.535732   \n",
       "8   0.061224     0.0     0.163265            0.183673  0.526077     0.526077   \n",
       "23  0.050000     0.0     0.800000            0.800000  0.787500     0.787500   \n",
       "20  0.012658     0.0     0.113924            0.139241  0.495077     0.495077   \n",
       "13  0.000000     0.0     0.195652            0.217391  0.570164     0.570164   \n",
       "18  0.000000     0.0     0.137255            0.137255  0.440359     0.440359   \n",
       "2   0.018868     0.0     0.169811            0.169811  0.519916     0.519916   \n",
       "19  0.030303     0.0     0.212121            0.242424  0.522096     0.522096   \n",
       "12  0.095238     0.0     0.142857            0.142857  0.501984     0.501984   \n",
       "10  0.000000     0.0     0.216216            0.216216  0.510084     0.510084   \n",
       "31  0.000000     0.0     0.125000            0.125000  0.470238     0.470238   \n",
       "3   0.013333     0.0     0.120000            0.120000  0.497778     0.497778   \n",
       "27  0.000000     0.0     0.180328            0.180328  0.429645     0.429645   \n",
       "34  0.052632     0.0     0.184211            0.210526  0.507476     0.507476   \n",
       "33  0.022222     0.0     0.155556            0.177778  0.492466     0.492466   \n",
       "5   0.038462     0.0     0.153846            0.153846  0.525107     0.525107   \n",
       "24  1.000000     1.0     1.000000            1.000000  1.000000     1.000000   \n",
       "28  0.000000     0.0     0.225806            0.225806  0.559567     0.559567   \n",
       "\n",
       "    StrCmp95  NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky  \\\n",
       "14  0.619937         0.297297       0.125000  0.394737  0.566038  0.394737   \n",
       "22  0.593371         0.328125       0.062500  0.371429  0.541667  0.371429   \n",
       "25  0.486364         0.406250       0.090909  0.227273  0.370370  0.227273   \n",
       "7   0.559869         0.140000       0.125000  0.160000  0.275862  0.160000   \n",
       "21  0.524179         0.273810       0.062500  0.234043  0.379310  0.234043   \n",
       "30  0.505228         0.362069       0.000000  0.250000  0.400000  0.250000   \n",
       "36  0.492942         0.224490       0.000000  0.226415  0.369231  0.226415   \n",
       "11  0.552399         0.284091       0.125000  0.276596  0.433333  0.276596   \n",
       "32  0.684722         0.312500       0.166667  0.222222  0.363636  0.222222   \n",
       "9   0.522569         0.203125       0.187500  0.230769  0.375000  0.230769   \n",
       "35  0.460543         0.318182       0.125000  0.195122  0.326531  0.195122   \n",
       "26  0.526944         0.216667       0.062500  0.206349  0.342105  0.206349   \n",
       "15  0.542891         0.127273       0.125000  0.145455  0.253968  0.145455   \n",
       "8   0.542659         0.244898       0.125000  0.274510  0.430769  0.274510   \n",
       "23  0.787500         0.800000       1.000000  0.800000  0.888889  0.800000   \n",
       "20  0.517625         0.158228       0.062500  0.144578  0.252632  0.144578   \n",
       "13  0.578588         0.260870       0.125000  0.347826  0.516129  0.347826   \n",
       "18  0.456781         0.225490       0.125000  0.175439  0.298507  0.175439   \n",
       "2   0.528053         0.235849       0.187500  0.232143  0.376812  0.232143   \n",
       "19  0.540657         0.348485       0.062500  0.289474  0.448980  0.289474   \n",
       "12  0.524008         0.452381       0.125000  0.275862  0.432432  0.275862   \n",
       "10  0.527989         0.324324       0.187500  0.325000  0.490566  0.325000   \n",
       "31  0.511310         0.281250       0.000000  0.095238  0.173913  0.095238   \n",
       "3   0.505361         0.166667       0.125000  0.166667  0.285714  0.166667   \n",
       "27  0.437534         0.221311       0.062500  0.184615  0.311688  0.184615   \n",
       "34  0.543002         0.302632       0.062500  0.317073  0.481481  0.317073   \n",
       "33  0.526355         0.255556       0.062500  0.270833  0.426230  0.270833   \n",
       "5   0.575588         0.384615       0.125000  0.312500  0.476190  0.312500   \n",
       "24  1.000000         1.000000       1.000000  1.000000  1.000000  1.000000   \n",
       "28  0.569043         0.370968       0.062500  0.305556  0.468085  0.305556   \n",
       "\n",
       "     Overlap  Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "14  0.937500 -1.341037  0.616496    0.031250  0.405405  0.216216  0.054054   \n",
       "22  0.812500 -1.428843  0.574524    0.029297  0.406250  0.187500  0.062500   \n",
       "25  0.454545 -2.137504  0.376889    0.011719  0.312500  0.250000  0.062500   \n",
       "7   1.000000 -2.643856  0.400000    0.031250  0.160000  0.120000  0.030000   \n",
       "21  0.687500 -2.095157  0.424334    0.021484  0.261905  0.190476  0.071429   \n",
       "30  0.562500 -2.000000  0.417815    0.021484  0.310345  0.206897  0.068966   \n",
       "36  0.750000 -2.142958  0.428571    0.031250  0.244898  0.122449  0.061224   \n",
       "11  0.812500 -1.854149  0.489956    0.029297  0.295455  0.204545  0.045455   \n",
       "32  0.666667 -2.169925  0.408248    0.009766  0.250000  0.250000  0.187500   \n",
       "9   0.937500 -2.115477  0.468750    0.031250  0.234375  0.156250  0.046875   \n",
       "35  0.500000 -2.357552  0.348155    0.019531  0.242424  0.212121  0.090909   \n",
       "26  0.812500 -2.276840  0.419573    0.029297  0.216667  0.183333  0.050000   \n",
       "15  1.000000 -2.781360  0.381385    0.031250  0.145455  0.118182  0.018182   \n",
       "8   0.875000 -1.865070  0.500000    0.031250  0.285714  0.183673  0.061224   \n",
       "23  1.000000 -0.321928  0.894427    0.031250  0.800000  0.800000  0.800000   \n",
       "20  0.750000 -2.790077  0.337526    0.029297  0.151899  0.126582  0.037975   \n",
       "13  1.000000 -1.523562  0.589768    0.031250  0.347826  0.217391  0.043478   \n",
       "18  0.625000 -2.510962  0.350070    0.029297  0.196078  0.176471  0.039216   \n",
       "2   0.812500 -2.106915  0.446422    0.029297  0.245283  0.169811  0.037736   \n",
       "19  0.687500 -1.788496  0.478714    0.021484  0.333333  0.242424  0.090909   \n",
       "12  0.500000 -1.857981  0.436436    0.017578  0.380952  0.238095  0.095238   \n",
       "10  0.812500 -1.621488  0.534297    0.029297  0.351351  0.216216  0.054054   \n",
       "31  0.285714 -3.392317  0.188982    0.009766  0.125000  0.125000  0.062500   \n",
       "3   0.812500 -2.584963  0.375278    0.029297  0.173333  0.133333  0.026667   \n",
       "27  0.750000 -2.437405  0.384111    0.029297  0.196721  0.180328  0.032787   \n",
       "34  0.812500 -1.657112  0.527220    0.027344  0.342105  0.210526  0.052632   \n",
       "33  0.812500 -1.884523  0.484481    0.027344  0.288889  0.177778  0.044444   \n",
       "5   0.625000 -1.678072  0.490290    0.027344  0.384615  0.269231  0.076923   \n",
       "24  1.000000  0.000000  1.000000    1.000000  1.000000  1.000000  1.000000   \n",
       "28  0.687500 -1.710493  0.493915    0.029297  0.354839  0.258065  0.064516   \n",
       "\n",
       "    RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "14           0.301887     0.0   0.000000  0.275398    0.804628  0.403226   \n",
       "22           0.250000     0.0   0.000000  0.303292    0.846177  0.452830   \n",
       "25           0.296296     0.0   0.000000  0.247112    0.840105  0.589744   \n",
       "7            0.155172     0.0   0.022472  0.200135    0.810645  0.241758   \n",
       "21           0.137931     0.0   0.024390  0.263176    0.853271  0.433962   \n",
       "30           0.177778     0.0   0.000000  0.267984    0.844239  0.478261   \n",
       "36           0.184615     0.0   0.020000  0.215327    0.766007  0.350649   \n",
       "11           0.133333     0.0  -0.023256  0.261027    0.820436  0.406780   \n",
       "32           0.363636     0.0   0.062500  0.136579    0.658166  0.571429   \n",
       "9            0.225000     0.0   0.000000  0.240263    0.813623  0.356164   \n",
       "35           0.204082     0.0   0.000000  0.209464    0.817108  0.400000   \n",
       "26           0.236842     0.0   0.016949  0.241705    0.836339  0.367647   \n",
       "15           0.158730     0.0   0.000000  0.190091    0.795054  0.278351   \n",
       "8            0.246154     0.0   0.000000  0.259407    0.815322  0.358209   \n",
       "23           0.888889     0.0   0.157895  0.519239    0.976566  0.717949   \n",
       "20           0.105263     0.0   0.013333  0.205067    0.823636  0.289474   \n",
       "13           0.225806     0.0   0.000000  0.275397    0.825973  0.417910   \n",
       "18           0.238806     0.0  -0.062500  0.224932    0.802728  0.409091   \n",
       "2            0.231884     0.0   0.019231  0.274708    0.859064  0.438596   \n",
       "19           0.163265     0.0   0.031250  0.317244    0.890072  0.553191   \n",
       "12           0.216216     0.0   0.000000  0.297289    0.849102  0.600000   \n",
       "10           0.301887     0.0   0.000000  0.301855    0.851394  0.461538   \n",
       "31           0.173913     0.0   0.062500  0.110247    0.790639  0.571429   \n",
       "3            0.197802     0.0   0.013889  0.209769    0.808773  0.318841   \n",
       "27           0.285714     0.0   0.017241  0.235118    0.822350  0.384615   \n",
       "34           0.296296     0.0   0.076923  0.257871    0.831814  0.406780   \n",
       "33           0.262295     0.0   0.066667  0.230181    0.817556  0.333333   \n",
       "5            0.285714     0.0   0.037037  0.304884    0.850268  0.490196   \n",
       "24           1.000000     0.0   0.250000  0.585786    1.000000  0.857143   \n",
       "28           0.297872     0.0   0.000000  0.307113    0.843429  0.510204   \n",
       "\n",
       "     LZMANCD   ZLIBNCD       MRA    Editex  Prefix   Postfix    Length  \\\n",
       "14  0.512195  0.142857  0.000000  0.270270     0.0  0.000000  0.432432   \n",
       "22  0.538462  0.230769  0.000000  0.265625     0.0  0.000000  0.500000   \n",
       "25  0.724138  0.272727  0.000000  0.250000     0.0  0.000000  0.687500   \n",
       "7   0.365079  0.170732  0.166667  0.255000     0.0  0.000000  0.160000   \n",
       "21  0.488372  0.217391  0.166667  0.250000     0.0  0.000000  0.380952   \n",
       "30  0.567568  0.181818  0.000000  0.241379     0.0  0.000000  0.551724   \n",
       "36  0.446809  0.122807  0.166667  0.193878     0.0  0.000000  0.326531   \n",
       "11  0.441860  0.152174  0.166667  0.261364     0.0  0.000000  0.363636   \n",
       "32  0.724138  0.363636  0.000000  0.312500     0.0  0.000000  0.375000   \n",
       "9   0.396226  0.234375  0.166667  0.218750     0.0  0.015625  0.250000   \n",
       "35  0.538462  0.205128  0.000000  0.318182     0.0  0.000000  0.484848   \n",
       "26  0.433962  0.229508  0.166667  0.258333     0.0  0.000000  0.266667   \n",
       "15  0.344262  0.139241  0.000000  0.213636     0.0  0.000000  0.145455   \n",
       "8   0.446809  0.173077  0.000000  0.306122     0.0  0.000000  0.326531   \n",
       "23  0.741935  0.769231  0.500000  0.800000     0.0  0.800000  0.800000   \n",
       "20  0.403509  0.176471  0.166667  0.196203     0.0  0.000000  0.202532   \n",
       "13  0.466667  0.226415  0.000000  0.271739     0.0  0.000000  0.347826   \n",
       "18  0.469388  0.207547  0.166667  0.264706     0.0  0.000000  0.313725   \n",
       "2   0.488372  0.204545  0.166667  0.226415     0.0  0.018868  0.301887   \n",
       "19  0.538462  0.263158  0.166667  0.303030     0.0  0.000000  0.484848   \n",
       "12  0.636364  0.222222  0.166667  0.309524     0.0  0.000000  0.761905   \n",
       "10  0.512195  0.302326  0.166667  0.297297     0.0  0.000000  0.432432   \n",
       "31  0.724138  0.272727  0.000000  0.250000     0.0  0.000000  0.437500   \n",
       "3   0.469388  0.200000  0.166667  0.193333     0.0  0.013333  0.213333   \n",
       "27  0.489362  0.200000  0.000000  0.254098     0.0  0.000000  0.262295   \n",
       "34  0.534884  0.150000  0.000000  0.315789     0.0  0.000000  0.421053   \n",
       "33  0.466667  0.148936  0.000000  0.311111     0.0  0.000000  0.355556   \n",
       "5   0.600000  0.181818  0.000000  0.307692     0.0  0.000000  0.615385   \n",
       "24  0.793103  0.863636  1.000000  1.000000     1.0  1.000000  1.000000   \n",
       "28  0.567568  0.216216  0.000000  0.290323     0.0  0.000000  0.516129   \n",
       "\n",
       "    Identity  Matrix  \n",
       "14       0.0     0.0  \n",
       "22       0.0     0.0  \n",
       "25       0.0     0.0  \n",
       "7        0.0     0.0  \n",
       "21       0.0     0.0  \n",
       "30       0.0     0.0  \n",
       "36       0.0     0.0  \n",
       "11       0.0     0.0  \n",
       "32       0.0     0.0  \n",
       "9        0.0     0.0  \n",
       "35       0.0     0.0  \n",
       "26       0.0     0.0  \n",
       "15       0.0     0.0  \n",
       "8        0.0     0.0  \n",
       "23       0.0     0.0  \n",
       "20       0.0     0.0  \n",
       "13       0.0     0.0  \n",
       "18       0.0     0.0  \n",
       "2        0.0     0.0  \n",
       "19       0.0     0.0  \n",
       "12       0.0     0.0  \n",
       "10       0.0     0.0  \n",
       "31       0.0     0.0  \n",
       "3        0.0     0.0  \n",
       "27       0.0     0.0  \n",
       "34       0.0     0.0  \n",
       "33       0.0     0.0  \n",
       "5        0.0     0.0  \n",
       "24       1.0     1.0  \n",
       "28       0.0     0.0  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'corporate_full_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Monge-Elkan, Jaccard with q-grams, and LCSStr seem to be valid metrics for the $\\texttt{corporate}$ attribute due to their algorithms [[Chri2012](./A_References.ipynb#chri2012)]. The metrics to be chosen will be analysed and justified in chapter [Feature Matrix Generation](./4_FeatureMatrixGeneration.ipynb)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### doi"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "For attribute $\\texttt{doi}$, a preprocessing function has been implemented to extract real doi identifiers, see chapter [Data Analysis](./1_DataAnalysis.ipynb). The DataFrame $\\texttt{df}\\_\\texttt{feature}\\_\\texttt{base}$ holds doi identifiers as preprocessed singular strings."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
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       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.1007/978-3-642-41698-9</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.700850</td>\n",
       "      <td>0.790595</td>\n",
       "      <td>0.700850</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.705882</td>\n",
       "      <td>-1.321928</td>\n",
       "      <td>0.582086</td>\n",
       "      <td>0.020761</td>\n",
       "      <td>0.480000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.413811</td>\n",
       "      <td>0.917367</td>\n",
       "      <td>0.658537</td>\n",
       "      <td>0.657143</td>\n",
       "      <td>0.258065</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.360000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.680000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.1093/cid/ciu795</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.555011</td>\n",
       "      <td>0.555011</td>\n",
       "      <td>0.555011</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.588235</td>\n",
       "      <td>-1.321928</td>\n",
       "      <td>0.571662</td>\n",
       "      <td>0.019031</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.388889</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.228571</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.351929</td>\n",
       "      <td>0.894990</td>\n",
       "      <td>0.619048</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.260870</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.944444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td></td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.211215</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.290323</td>\n",
       "      <td>0.260870</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.1055/b-002-26639</td>\n",
       "      <td>0.210526</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.620790</td>\n",
       "      <td>0.620790</td>\n",
       "      <td>0.631935</td>\n",
       "      <td>0.578947</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.705882</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.667698</td>\n",
       "      <td>0.020761</td>\n",
       "      <td>0.631579</td>\n",
       "      <td>0.421053</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.421543</td>\n",
       "      <td>0.908927</td>\n",
       "      <td>0.675000</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.894737</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.1055/b-005-143650</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.350000</td>\n",
       "      <td>0.611141</td>\n",
       "      <td>0.611141</td>\n",
       "      <td>0.611141</td>\n",
       "      <td>0.575000</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.480000</td>\n",
       "      <td>0.648649</td>\n",
       "      <td>0.480000</td>\n",
       "      <td>0.705882</td>\n",
       "      <td>-1.058894</td>\n",
       "      <td>0.650791</td>\n",
       "      <td>0.020761</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.450000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.432432</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.425815</td>\n",
       "      <td>0.885333</td>\n",
       "      <td>0.650000</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.269231</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.850000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.1093/cid/cir669</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.506536</td>\n",
       "      <td>0.506536</td>\n",
       "      <td>0.517974</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.296296</td>\n",
       "      <td>0.457143</td>\n",
       "      <td>0.296296</td>\n",
       "      <td>0.470588</td>\n",
       "      <td>-1.754888</td>\n",
       "      <td>0.457330</td>\n",
       "      <td>0.013841</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.275067</td>\n",
       "      <td>0.859452</td>\n",
       "      <td>0.634146</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.260870</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.944444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.1093/ndt/gft319</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.506536</td>\n",
       "      <td>0.506536</td>\n",
       "      <td>0.506536</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.411765</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.400163</td>\n",
       "      <td>0.012111</td>\n",
       "      <td>0.388889</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.342857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.242001</td>\n",
       "      <td>0.848238</td>\n",
       "      <td>0.585366</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.944444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.5451/unibas-006499413</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.651961</td>\n",
       "      <td>0.651961</td>\n",
       "      <td>0.662010</td>\n",
       "      <td>0.520833</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.464286</td>\n",
       "      <td>0.634146</td>\n",
       "      <td>0.464286</td>\n",
       "      <td>0.764706</td>\n",
       "      <td>-1.106915</td>\n",
       "      <td>0.643596</td>\n",
       "      <td>0.022491</td>\n",
       "      <td>0.541667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.439024</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.362457</td>\n",
       "      <td>0.932628</td>\n",
       "      <td>0.595745</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.708333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.5451/unibas-006503313</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.651961</td>\n",
       "      <td>0.651961</td>\n",
       "      <td>0.662010</td>\n",
       "      <td>0.541667</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.464286</td>\n",
       "      <td>0.634146</td>\n",
       "      <td>0.464286</td>\n",
       "      <td>0.764706</td>\n",
       "      <td>-1.106915</td>\n",
       "      <td>0.643596</td>\n",
       "      <td>0.022491</td>\n",
       "      <td>0.541667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.487805</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.386449</td>\n",
       "      <td>0.943422</td>\n",
       "      <td>0.608696</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.708333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>10.5167/uzh-53042</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.870968</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                str1                       str2   Hamming  MLIPNS  \\\n",
       "4  10.5167/uzh-53042  10.1007/978-3-642-41698-9  0.320000     0.0   \n",
       "6  10.5167/uzh-53042         10.1093/cid/ciu795  0.222222     0.0   \n",
       "0  10.5167/uzh-53042                             0.000000     0.0   \n",
       "3  10.5167/uzh-53042        10.1055/b-002-26639  0.210526     0.0   \n",
       "9  10.5167/uzh-53042       10.1055/b-005-143650  0.300000     0.0   \n",
       "2  10.5167/uzh-53042         10.1093/cid/cir669  0.222222     0.0   \n",
       "5  10.5167/uzh-53042         10.1093/ndt/gft319  0.222222     0.0   \n",
       "8  10.5167/uzh-53042   10.5451/unibas-006499413  0.250000     0.0   \n",
       "7  10.5167/uzh-53042   10.5451/unibas-006503313  0.250000     0.0   \n",
       "1  10.5167/uzh-53042          10.5167/uzh-53042  1.000000     1.0   \n",
       "\n",
       "   Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  \\\n",
       "4     0.320000            0.400000  0.700850     0.790595  0.700850   \n",
       "6     0.222222            0.277778  0.555011     0.555011  0.555011   \n",
       "0     0.000000            0.000000  0.000000     0.000000  0.000000   \n",
       "3     0.263158            0.315789  0.620790     0.620790  0.631935   \n",
       "9     0.300000            0.350000  0.611141     0.611141  0.611141   \n",
       "2     0.222222            0.277778  0.506536     0.506536  0.517974   \n",
       "5     0.222222            0.277778  0.506536     0.506536  0.506536   \n",
       "8     0.333333            0.375000  0.651961     0.651961  0.662010   \n",
       "7     0.375000            0.375000  0.651961     0.651961  0.662010   \n",
       "1     1.000000            1.000000  1.000000     1.000000  1.000000   \n",
       "\n",
       "   NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky   Overlap  \\\n",
       "4         0.500000       0.000000  0.400000  0.571429  0.400000  0.705882   \n",
       "6         0.583333       0.176471  0.400000  0.571429  0.400000  0.588235   \n",
       "0         0.000000       0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "3         0.578947       0.176471  0.500000  0.666667  0.500000  0.705882   \n",
       "9         0.575000       0.235294  0.480000  0.648649  0.480000  0.705882   \n",
       "2         0.583333       0.176471  0.296296  0.457143  0.296296  0.470588   \n",
       "5         0.583333       0.176471  0.250000  0.400000  0.250000  0.411765   \n",
       "8         0.520833       0.058824  0.464286  0.634146  0.464286  0.764706   \n",
       "7         0.541667       0.117647  0.464286  0.634146  0.464286  0.764706   \n",
       "1         1.000000       1.000000  1.000000  1.000000  1.000000  1.000000   \n",
       "\n",
       "   Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "4 -1.321928  0.582086    0.020761  0.480000  0.400000  0.120000   \n",
       "6 -1.321928  0.571662    0.019031  0.555556  0.388889  0.166667   \n",
       "0      -inf  0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "3 -1.000000  0.667698    0.020761  0.631579  0.421053  0.157895   \n",
       "9 -1.058894  0.650791    0.020761  0.600000  0.450000  0.150000   \n",
       "2 -1.754888  0.457330    0.013841  0.444444  0.277778  0.166667   \n",
       "5 -2.000000  0.400163    0.012111  0.388889  0.333333  0.166667   \n",
       "8 -1.106915  0.643596    0.022491  0.541667  0.416667  0.166667   \n",
       "7 -1.106915  0.643596    0.022491  0.541667  0.416667  0.166667   \n",
       "1  0.000000  1.000000    1.000000  1.000000  1.000000  1.000000   \n",
       "\n",
       "   RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "4           0.285714     0.0   0.115385  0.413811    0.917367  0.658537   \n",
       "6           0.228571     0.0   0.052632  0.351929    0.894990  0.619048   \n",
       "0           0.000000     0.0   0.055556  0.000000    0.211215  0.000000   \n",
       "3           0.333333     0.0   0.050000  0.421543    0.908927  0.675000   \n",
       "9           0.432432     0.0   0.047619  0.425815    0.885333  0.650000   \n",
       "2           0.285714     0.0   0.105263  0.275067    0.859452  0.634146   \n",
       "5           0.342857     0.0   0.052632  0.242001    0.848238  0.585366   \n",
       "8           0.439024     0.0   0.040000  0.362457    0.932628  0.595745   \n",
       "7           0.487805     0.0   0.040000  0.386449    0.943422  0.608696   \n",
       "1           1.000000     0.0   0.055556  0.585786    1.000000  0.875000   \n",
       "\n",
       "    LZMANCD   ZLIBNCD  MRA    Editex    Prefix  Postfix    Length  Identity  \\\n",
       "4  0.657143  0.258065  0.5  0.360000  0.120000      0.0  0.680000       0.0   \n",
       "6  0.741935  0.260870  0.5  0.250000  0.166667      0.0  0.944444       0.0   \n",
       "0  0.290323  0.260870  0.0  0.000000  0.000000      0.0  0.000000       0.0   \n",
       "3  0.741935  0.240000  0.5  0.368421  0.157895      0.0  0.894737       0.0   \n",
       "9  0.677419  0.269231  0.5  0.400000  0.150000      0.0  0.850000       0.0   \n",
       "2  0.741935  0.260870  0.5  0.277778  0.166667      0.0  0.944444       0.0   \n",
       "5  0.741935  0.250000  0.5  0.250000  0.166667      0.0  0.944444       0.0   \n",
       "8  0.636364  0.233333  0.5  0.416667  0.166667      0.0  0.708333       0.0   \n",
       "7  0.636364  0.233333  0.5  0.416667  0.166667      0.0  0.708333       0.0   \n",
       "1  0.870968  0.869565  1.0  1.000000  1.000000      1.0  1.000000       1.0   \n",
       "\n",
       "   Matrix  \n",
       "4     0.0  \n",
       "6     0.0  \n",
       "0     0.0  \n",
       "3     0.0  \n",
       "9     0.0  \n",
       "2     0.0  \n",
       "5     0.0  \n",
       "8     0.0  \n",
       "7     0.0  \n",
       "1     1.0  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'doi_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### edition"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
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       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>5</th>\n",
       "      <td>8</td>\n",
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       "      <td>0.125</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>-inf</td>\n",
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       "      <td>0.0</td>\n",
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       "      <td>0.200000</td>\n",
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       "      <td>0.231229</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.600000</td>\n",
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       "      <td>0.25</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>8</td>\n",
       "      <td>2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8</td>\n",
       "      <td>10</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250</td>\n",
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       "      <td>0.00</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.207519</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>8</td>\n",
       "      <td>10425</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.100</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>-inf</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.221849</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.20</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>8</td>\n",
       "      <td>7</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td></td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.391304</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>8</td>\n",
       "      <td>3</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>8</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>8</td>\n",
       "      <td>19</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.207519</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>8</td>\n",
       "      <td>5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>8</td>\n",
       "      <td>4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>8</td>\n",
       "      <td>1863</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.25</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-2.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.146447</td>\n",
       "      <td>0.359357</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8</td>\n",
       "      <td>6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   str1   str2  Hamming  MLIPNS  Levenshtein  DamerauLevenshtein  Jaro  \\\n",
       "5     8   1791      0.0     0.0         0.00                0.00  0.00   \n",
       "4     8      2      0.0     1.0         0.00                0.00  0.00   \n",
       "1     8      1      0.0     1.0         0.00                0.00  0.00   \n",
       "10    8     10      0.0     1.0         0.00                0.00  0.00   \n",
       "2     8  10425      0.0     0.0         0.00                0.00  0.00   \n",
       "13    8      7      0.0     1.0         0.00                0.00  0.00   \n",
       "0     8             0.0     0.0         0.00                0.00  0.00   \n",
       "8     8      3      0.0     1.0         0.00                0.00  0.00   \n",
       "7     8      8      1.0     1.0         1.00                1.00  1.00   \n",
       "6     8     19      0.0     1.0         0.00                0.00  0.00   \n",
       "3     8      5      0.0     1.0         0.00                0.00  0.00   \n",
       "9     8      4      0.0     1.0         0.00                0.00  0.00   \n",
       "12    8   1863      0.0     0.0         0.25                0.25  0.75   \n",
       "11    8      6      0.0     1.0         0.00                0.00  0.00   \n",
       "\n",
       "    JaroWinkler  StrCmp95  NeedlemanWunsch  SmithWaterman  Jaccard  Sorensen  \\\n",
       "5          0.00      0.00            0.125            0.0     0.00       0.0   \n",
       "4          0.00      0.00            0.500            0.0     0.00       0.0   \n",
       "1          0.00      0.00            0.500            0.0     0.00       0.0   \n",
       "10         0.00      0.00            0.250            0.0     0.00       0.0   \n",
       "2          0.00      0.00            0.100            0.0     0.00       0.0   \n",
       "13         0.00      0.00            0.500            0.0     0.00       0.0   \n",
       "0          0.00      0.00            0.000            0.0     0.00       0.0   \n",
       "8          0.00      0.00            0.500            0.0     0.00       0.0   \n",
       "7          1.00      1.00            1.000            1.0     1.00       1.0   \n",
       "6          0.00      0.00            0.250            0.0     0.00       0.0   \n",
       "3          0.00      0.00            0.500            0.0     0.00       0.0   \n",
       "9          0.00      0.00            0.500            0.0     0.00       0.0   \n",
       "12         0.75      0.75            0.250            0.0     0.25       0.4   \n",
       "11         0.00      0.00            0.500            0.0     0.00       0.0   \n",
       "\n",
       "    Tversky  Overlap  Tanimoto  Cosine  MongeElkan   Bag  LCSSeq  LCSStr  \\\n",
       "5      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "4      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "1      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "10     0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "2      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "13     0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "0      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "8      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "7      1.00      1.0       0.0     1.0         1.0  1.00    1.00    1.00   \n",
       "6      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "3      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "9      0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "12     0.25      1.0      -2.0     0.5         0.5  0.25    0.25    0.25   \n",
       "11     0.00      0.0      -inf     0.0         0.0  0.00    0.00    0.00   \n",
       "\n",
       "    RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "5                 0.0     0.0   0.200000  0.000000    0.231229  0.869565   \n",
       "4                 0.0     0.0   0.500000  0.000000    0.000000  1.000000   \n",
       "1                 0.0     0.0   0.500000  0.000000    0.000000  1.000000   \n",
       "10                0.0     0.0   0.333333  0.000000    0.207519  0.954545   \n",
       "2                 0.0     0.0   0.166667  0.000000    0.221849  0.880000   \n",
       "13                0.0     0.0   0.500000  0.000000    0.000000  1.000000   \n",
       "0                 0.0     0.0   0.500000  0.000000    1.000000  0.000000   \n",
       "8                 0.0     0.0   0.500000  0.000000    0.000000  1.000000   \n",
       "7                 1.0     0.0   0.500000  0.585786    1.000000  1.000000   \n",
       "6                 0.0     0.0   0.333333  0.000000    0.207519  0.954545   \n",
       "3                 0.0     0.0   0.500000  0.000000    0.000000  1.000000   \n",
       "9                 0.0     0.0   0.500000  0.000000    0.000000  1.000000   \n",
       "12                0.4     0.0   0.200000  0.146447    0.359357  0.880000   \n",
       "11                0.0     0.0   0.500000  0.000000    0.000000  1.000000   \n",
       "\n",
       "     LZMANCD   ZLIBNCD  MRA  Editex  Prefix  Postfix  Length  Identity  Matrix  \n",
       "5   0.913043  0.600000  0.0    0.00     0.0      0.0    0.25       0.0     0.0  \n",
       "4   1.000000  0.857143  0.0    0.00     0.0      0.0    1.00       0.0     0.0  \n",
       "1   1.000000  0.857143  0.0    0.00     0.0      0.0    1.00       0.0     0.0  \n",
       "10  1.000000  0.750000  0.0    0.00     0.0      0.0    0.50       0.0     0.0  \n",
       "2   0.920000  0.545455  0.0    0.00     0.0      0.0    0.20       0.0     0.0  \n",
       "13  1.000000  0.857143  0.0    0.00     0.0      0.0    1.00       0.0     0.0  \n",
       "0   0.391304  0.857143  0.0    0.00     0.0      0.0    0.00       0.0     0.0  \n",
       "8   1.000000  0.857143  0.0    0.00     0.0      0.0    1.00       0.0     0.0  \n",
       "7   1.000000  0.857143  1.0    1.00     1.0      1.0    1.00       1.0     1.0  \n",
       "6   1.000000  0.750000  0.0    0.00     0.0      0.0    0.50       0.0     0.0  \n",
       "3   1.000000  0.857143  0.0    0.00     0.0      0.0    1.00       0.0     0.0  \n",
       "9   1.000000  0.857143  0.0    0.00     0.0      0.0    1.00       0.0     0.0  \n",
       "12  0.913043  0.600000  0.0    0.25     0.0      0.0    0.25       0.0     0.0  \n",
       "11  1.000000  0.857143  0.0    0.00     0.0      0.0    1.00       0.0     0.0  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'edition_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### exactDate"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "Gotoh\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>Gotoh</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1862uuuu</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>-3.906891</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.007812</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.097631</td>\n",
       "      <td>0.551880</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1999uuuu</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.6875</td>\n",
       "      <td>0.6875</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.373480</td>\n",
       "      <td>0.779419</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>19949999</td>\n",
       "      <td>183uuuuu</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>-3.906891</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.007812</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111875</td>\n",
       "      <td>0.561064</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19911794</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.7500</td>\n",
       "      <td>0.7500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.625</td>\n",
       "      <td>-1.137504</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.111111</td>\n",
       "      <td>0.457418</td>\n",
       "      <td>0.811246</td>\n",
       "      <td>0.785714</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19739999</td>\n",
       "      <td>0.750</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.866667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.8750</td>\n",
       "      <td>0.8750</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>-0.736966</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.373318</td>\n",
       "      <td>0.829189</td>\n",
       "      <td>0.821429</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>19949999</td>\n",
       "      <td>18uuuuuu</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>-3.906891</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.007812</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.131652</td>\n",
       "      <td>0.575506</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>19949999</td>\n",
       "      <td>2010uuuu</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>-3.906891</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.007812</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.108194</td>\n",
       "      <td>0.556596</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1764uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.593546</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>19949999</td>\n",
       "      <td>2005uuuu</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.511141</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1836uuuu</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>-3.906891</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.007812</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.097631</td>\n",
       "      <td>0.551880</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1979uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>-2.115477</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.299409</td>\n",
       "      <td>0.704101</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19561791</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.6875</td>\n",
       "      <td>0.6875</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>-2.115477</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.111111</td>\n",
       "      <td>0.287545</td>\n",
       "      <td>0.702526</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1977uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.125000</td>\n",
       "      <td>0.256644</td>\n",
       "      <td>0.650726</td>\n",
       "      <td>0.774194</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>19949999</td>\n",
       "      <td>2004uuuu</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>-3.906891</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.007812</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.108194</td>\n",
       "      <td>0.556596</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1963uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.231587</td>\n",
       "      <td>0.638165</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19702006</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.206404</td>\n",
       "      <td>0.621709</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1932uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.231587</td>\n",
       "      <td>0.638165</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>19949999</td>\n",
       "      <td>201310uu</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.125</td>\n",
       "      <td>-3.906891</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.007812</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.109275</td>\n",
       "      <td>0.562406</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1471uuuu</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.5625</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.234189</td>\n",
       "      <td>0.619207</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1976uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.231587</td>\n",
       "      <td>0.638165</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1950uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.231587</td>\n",
       "      <td>0.638165</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19829999</td>\n",
       "      <td>0.750</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.866667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.8750</td>\n",
       "      <td>0.8750</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>-0.736966</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.373318</td>\n",
       "      <td>0.829189</td>\n",
       "      <td>0.821429</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19uuuuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.312289</td>\n",
       "      <td>0.701087</td>\n",
       "      <td>0.827586</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19001999</td>\n",
       "      <td>0.625</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.8125</td>\n",
       "      <td>0.8125</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.625</td>\n",
       "      <td>-1.137504</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.407871</td>\n",
       "      <td>0.823865</td>\n",
       "      <td>0.785714</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.375</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1941uuuu</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.6250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>-2.115477</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.382639</td>\n",
       "      <td>0.713337</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>19949999</td>\n",
       "      <td>20151475</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.5000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.185687</td>\n",
       "      <td>0.593663</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19911990</td>\n",
       "      <td>0.625</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.825000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.8125</td>\n",
       "      <td>0.8125</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.625</td>\n",
       "      <td>-1.137504</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.625</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.426720</td>\n",
       "      <td>0.849305</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.642857</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1994uuuu</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.7500</td>\n",
       "      <td>0.7500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.407603</td>\n",
       "      <td>0.749556</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.875</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>19949999</td>\n",
       "      <td>19201929</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.7500</td>\n",
       "      <td>0.7500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.335170</td>\n",
       "      <td>0.747574</td>\n",
       "      <td>0.821429</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500</td>\n",
       "      <td>0.250</td>\n",
       "      <td>0.125</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>19949999</td>\n",
       "      <td>1996uuuu</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.6875</td>\n",
       "      <td>0.6875</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375</td>\n",
       "      <td>-2.115477</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.054688</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.299409</td>\n",
       "      <td>0.704101</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.76</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.750</td>\n",
       "      <td>0.375</td>\n",
       "      <td>0.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "        str1      str2  Hamming  MLIPNS  Levenshtein  DamerauLevenshtein  \\\n",
       "90  19949999  1862uuuu    0.125     0.0        0.125               0.125   \n",
       "2   19949999  1999uuuu    0.375     0.0        0.375               0.500   \n",
       "75  19949999  183uuuuu    0.125     0.0        0.125               0.125   \n",
       "77  19949999  19911794    0.500     0.0        0.500               0.500   \n",
       "61  19949999  19739999    0.750     1.0        0.750               0.750   \n",
       "26  19949999  18uuuuuu    0.125     0.0        0.125               0.125   \n",
       "28  19949999  2010uuuu    0.000     0.0        0.000               0.000   \n",
       "80  19949999  1764uuuu    0.250     0.0        0.250               0.250   \n",
       "15  19949999  2005uuuu    0.000     0.0        0.000               0.000   \n",
       "74  19949999  1836uuuu    0.125     0.0        0.125               0.125   \n",
       "49  19949999  1979uuuu    0.250     0.0        0.250               0.375   \n",
       "44  19949999  19561791    0.375     0.0        0.375               0.375   \n",
       "73  19949999  1977uuuu    0.250     0.0        0.250               0.250   \n",
       "34  19949999  2004uuuu    0.125     0.0        0.125               0.125   \n",
       "55  19949999  1963uuuu    0.250     0.0        0.250               0.250   \n",
       "41  19949999  19702006    0.250     0.0        0.250               0.250   \n",
       "23  19949999  1932uuuu    0.250     0.0        0.250               0.250   \n",
       "86  19949999  201310uu    0.000     0.0        0.000               0.000   \n",
       "35  19949999  1471uuuu    0.125     0.0        0.125               0.125   \n",
       "20  19949999  1976uuuu    0.250     0.0        0.250               0.250   \n",
       "32  19949999  1950uuuu    0.250     0.0        0.250               0.250   \n",
       "78  19949999  19829999    0.750     1.0        0.750               0.750   \n",
       "31  19949999  19uuuuuu    0.250     0.0        0.250               0.250   \n",
       "29  19949999  19001999    0.625     1.0        0.625               0.625   \n",
       "59  19949999  1941uuuu    0.250     0.0        0.250               0.375   \n",
       "91  19949999  20151475    0.000     0.0        0.000               0.000   \n",
       "18  19949999  19911990    0.625     1.0        0.625               0.625   \n",
       "16  19949999  1994uuuu    0.500     0.0        0.500               0.500   \n",
       "21  19949999  19201929    0.500     0.0        0.500               0.500   \n",
       "72  19949999  1996uuuu    0.375     0.0        0.375               0.375   \n",
       "\n",
       "        Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch   Gotoh  SmithWaterman  \\\n",
       "90  0.416667     0.416667  0.416667           0.5625  0.5625          0.125   \n",
       "2   0.666667     0.666667  0.666667           0.6875  0.6875          0.375   \n",
       "75  0.416667     0.416667  0.416667           0.5625  0.5625          0.125   \n",
       "77  0.666667     0.666667  0.666667           0.7500  0.7500          0.500   \n",
       "61  0.833333     0.866667  0.833333           0.8750  0.8750          0.750   \n",
       "26  0.416667     0.416667  0.416667           0.5625  0.5625          0.125   \n",
       "28  0.416667     0.416667  0.416667           0.5000  0.5000          0.000   \n",
       "80  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "15  0.000000     0.000000  0.000000           0.5000  0.5000          0.000   \n",
       "74  0.416667     0.416667  0.416667           0.5625  0.5625          0.125   \n",
       "49  0.583333     0.583333  0.583333           0.6250  0.6250          0.250   \n",
       "44  0.583333     0.583333  0.583333           0.6875  0.6875          0.375   \n",
       "73  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "34  0.416667     0.416667  0.416667           0.5625  0.5625          0.125   \n",
       "55  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "41  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "23  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "86  0.416667     0.416667  0.416667           0.5000  0.5000          0.000   \n",
       "35  0.500000     0.500000  0.500000           0.5625  0.5625          0.125   \n",
       "20  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "32  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "78  0.833333     0.866667  0.833333           0.8750  0.8750          0.750   \n",
       "31  0.500000     0.500000  0.500000           0.6250  0.6250          0.250   \n",
       "29  0.750000     0.800000  0.750000           0.8125  0.8125          0.625   \n",
       "59  0.583333     0.583333  0.583333           0.6250  0.6250          0.250   \n",
       "91  0.500000     0.500000  0.500000           0.5000  0.5000          0.000   \n",
       "18  0.750000     0.825000  0.750000           0.8125  0.8125          0.625   \n",
       "16  0.666667     0.666667  0.666667           0.7500  0.7500          0.500   \n",
       "21  0.666667     0.666667  0.666667           0.7500  0.7500          0.500   \n",
       "72  0.583333     0.583333  0.583333           0.6875  0.6875          0.375   \n",
       "\n",
       "     Jaccard  Sorensen   Tversky  Overlap  Tanimoto  Cosine  MongeElkan  \\\n",
       "90  0.066667     0.125  0.066667    0.125 -3.906891   0.125    0.007812   \n",
       "2   0.333333     0.500  0.333333    0.500 -1.584963   0.500    0.054688   \n",
       "75  0.066667     0.125  0.066667    0.125 -3.906891   0.125    0.007812   \n",
       "77  0.454545     0.625  0.454545    0.625 -1.137504   0.625    0.062500   \n",
       "61  0.600000     0.750  0.600000    0.750 -0.736966   0.750    0.054688   \n",
       "26  0.066667     0.125  0.066667    0.125 -3.906891   0.125    0.007812   \n",
       "28  0.066667     0.125  0.066667    0.125 -3.906891   0.125    0.007812   \n",
       "80  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.015625   \n",
       "15  0.000000     0.000  0.000000    0.000      -inf   0.000    0.000000   \n",
       "74  0.066667     0.125  0.066667    0.125 -3.906891   0.125    0.007812   \n",
       "49  0.230769     0.375  0.230769    0.375 -2.115477   0.375    0.054688   \n",
       "44  0.230769     0.375  0.230769    0.375 -2.115477   0.375    0.054688   \n",
       "73  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.054688   \n",
       "34  0.066667     0.125  0.066667    0.125 -3.906891   0.125    0.007812   \n",
       "55  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.054688   \n",
       "41  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.054688   \n",
       "23  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.054688   \n",
       "86  0.066667     0.125  0.066667    0.125 -3.906891   0.125    0.007812   \n",
       "35  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.015625   \n",
       "20  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.054688   \n",
       "32  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.054688   \n",
       "78  0.600000     0.750  0.600000    0.750 -0.736966   0.750    0.054688   \n",
       "31  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.054688   \n",
       "29  0.454545     0.625  0.454545    0.625 -1.137504   0.625    0.054688   \n",
       "59  0.230769     0.375  0.230769    0.375 -2.115477   0.375    0.062500   \n",
       "91  0.142857     0.250  0.142857    0.250 -2.807355   0.250    0.015625   \n",
       "18  0.454545     0.625  0.454545    0.625 -1.137504   0.625    0.054688   \n",
       "16  0.333333     0.500  0.333333    0.500 -1.584963   0.500    0.062500   \n",
       "21  0.333333     0.500  0.333333    0.500 -1.584963   0.500    0.054688   \n",
       "72  0.230769     0.375  0.230769    0.375 -2.115477   0.375    0.054688   \n",
       "\n",
       "      Bag  LCSSeq  LCSStr  RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  \\\n",
       "90  0.125   0.125   0.125              0.125     0.0   0.000000  0.097631   \n",
       "2   0.500   0.500   0.375              0.500     0.0   0.250000  0.373480   \n",
       "75  0.125   0.125   0.125              0.125     0.0   0.000000  0.111875   \n",
       "77  0.625   0.500   0.375              0.500     0.0  -0.111111  0.457418   \n",
       "61  0.750   0.750   0.500              0.750     0.0   0.222222  0.373318   \n",
       "26  0.125   0.125   0.125              0.125     0.0   0.000000  0.131652   \n",
       "28  0.125   0.125   0.125              0.125     0.0   0.250000  0.108194   \n",
       "80  0.250   0.250   0.125              0.250     0.0   0.000000  0.195262   \n",
       "15  0.000   0.000   0.000              0.000     0.0   0.000000  0.000000   \n",
       "74  0.125   0.125   0.125              0.125     0.0   0.000000  0.097631   \n",
       "49  0.375   0.375   0.250              0.375     0.0   0.125000  0.299409   \n",
       "44  0.375   0.375   0.250              0.375     0.0  -0.111111  0.287545   \n",
       "73  0.250   0.250   0.250              0.250     0.0  -0.125000  0.256644   \n",
       "34  0.125   0.125   0.125              0.125     0.0   0.000000  0.108194   \n",
       "55  0.250   0.250   0.250              0.250     0.0   0.125000  0.231587   \n",
       "41  0.250   0.250   0.250              0.250     0.0   0.000000  0.206404   \n",
       "23  0.250   0.250   0.250              0.250     0.0   0.000000  0.231587   \n",
       "86  0.125   0.125   0.125              0.125     0.0   0.111111  0.109275   \n",
       "35  0.250   0.250   0.125              0.250     0.0   0.000000  0.234189   \n",
       "20  0.250   0.250   0.250              0.250     0.0   0.000000  0.231587   \n",
       "32  0.250   0.250   0.250              0.250     0.0   0.125000  0.231587   \n",
       "78  0.750   0.750   0.500              0.750     0.0   0.222222  0.373318   \n",
       "31  0.250   0.250   0.250              0.250     0.0   0.285714  0.312289   \n",
       "29  0.625   0.625   0.375              0.500     0.0   0.111111  0.407871   \n",
       "59  0.375   0.375   0.250              0.375     0.0   0.000000  0.382639   \n",
       "91  0.250   0.250   0.125              0.250     0.0   0.000000  0.185687   \n",
       "18  0.625   0.625   0.375              0.625     0.0   0.555556  0.426720   \n",
       "16  0.500   0.500   0.500              0.500     0.0   0.500000  0.407603   \n",
       "21  0.500   0.500   0.250              0.500     0.0   0.222222  0.335170   \n",
       "72  0.375   0.375   0.375              0.375     0.0   0.500000  0.299409   \n",
       "\n",
       "    EntropyNCD    BZ2NCD  LZMANCD   ZLIBNCD       MRA  Editex  Prefix  \\\n",
       "90    0.551880  0.766667     0.84  0.416667  0.250000   0.500   0.125   \n",
       "2     0.779419  0.800000     0.76  0.583333  0.500000   0.750   0.375   \n",
       "75    0.561064  0.766667     0.84  0.416667  0.250000   0.625   0.125   \n",
       "77    0.811246  0.785714     0.84  0.500000  0.333333   0.625   0.375   \n",
       "61    0.829189  0.821429     0.84  0.500000  0.400000   0.750   0.250   \n",
       "26    0.575506  0.793103     0.76  0.416667  0.250000   0.625   0.125   \n",
       "28    0.556596  0.800000     0.84  0.416667  0.000000   0.375   0.000   \n",
       "80    0.593546  0.800000     0.84  0.416667  0.250000   0.625   0.125   \n",
       "15    0.511141  0.766667     0.84  0.416667  0.000000   0.500   0.000   \n",
       "74    0.551880  0.766667     0.84  0.416667  0.250000   0.500   0.125   \n",
       "49    0.704101  0.800000     0.84  0.416667  0.750000   0.750   0.250   \n",
       "44    0.702526  0.750000     0.84  0.428571  0.333333   0.375   0.250   \n",
       "73    0.650726  0.774194     0.84  0.416667  0.500000   0.750   0.250   \n",
       "34    0.556596  0.766667     0.84  0.416667  0.250000   0.625   0.000   \n",
       "55    0.638165  0.766667     0.84  0.416667  0.500000   0.625   0.250   \n",
       "41    0.621709  0.714286     0.84  0.428571  0.333333   0.375   0.250   \n",
       "23    0.638165  0.800000     0.84  0.416667  0.500000   0.625   0.250   \n",
       "86    0.562406  0.750000     0.84  0.428571  0.000000   0.250   0.000   \n",
       "35    0.619207  0.800000     0.84  0.416667  0.250000   0.500   0.125   \n",
       "20    0.638165  0.766667     0.84  0.416667  0.500000   0.625   0.250   \n",
       "32    0.638165  0.766667     0.84  0.416667  0.500000   0.625   0.250   \n",
       "78    0.829189  0.821429     0.84  0.500000  0.400000   0.750   0.250   \n",
       "31    0.701087  0.827586     0.76  0.416667  0.500000   0.750   0.250   \n",
       "29    0.823865  0.785714     0.84  0.500000  0.400000   0.750   0.250   \n",
       "59    0.713337  0.833333     0.84  0.416667  0.750000   0.750   0.250   \n",
       "91    0.593663  0.750000     0.84  0.428571  0.000000   0.250   0.000   \n",
       "18    0.849305  0.857143     0.84  0.642857  0.600000   0.750   0.375   \n",
       "16    0.749556  0.833333     0.76  0.583333  0.750000   0.875   0.500   \n",
       "21    0.747574  0.821429     0.84  0.500000  0.500000   0.500   0.250   \n",
       "72    0.704101  0.833333     0.76  0.416667  0.500000   0.750   0.375   \n",
       "\n",
       "    Postfix  Length  Identity  Matrix  \n",
       "90    0.000     1.0       0.0     0.0  \n",
       "2     0.000     1.0       0.0     0.0  \n",
       "75    0.000     1.0       0.0     0.0  \n",
       "77    0.000     1.0       0.0     0.0  \n",
       "61    0.500     1.0       0.0     0.0  \n",
       "26    0.000     1.0       0.0     0.0  \n",
       "28    0.000     1.0       0.0     0.0  \n",
       "80    0.000     1.0       0.0     0.0  \n",
       "15    0.000     1.0       0.0     0.0  \n",
       "74    0.000     1.0       0.0     0.0  \n",
       "49    0.000     1.0       0.0     0.0  \n",
       "44    0.000     1.0       0.0     0.0  \n",
       "73    0.000     1.0       0.0     0.0  \n",
       "34    0.000     1.0       0.0     0.0  \n",
       "55    0.000     1.0       0.0     0.0  \n",
       "41    0.000     1.0       0.0     0.0  \n",
       "23    0.000     1.0       0.0     0.0  \n",
       "86    0.000     1.0       0.0     0.0  \n",
       "35    0.000     1.0       0.0     0.0  \n",
       "20    0.000     1.0       0.0     0.0  \n",
       "32    0.000     1.0       0.0     0.0  \n",
       "78    0.500     1.0       0.0     0.0  \n",
       "31    0.000     1.0       0.0     0.0  \n",
       "29    0.375     1.0       0.0     0.0  \n",
       "59    0.000     1.0       0.0     0.0  \n",
       "91    0.000     1.0       0.0     0.0  \n",
       "18    0.000     1.0       0.0     0.0  \n",
       "16    0.000     1.0       0.0     0.0  \n",
       "21    0.125     1.0       0.0     0.0  \n",
       "72    0.000     1.0       0.0     0.0  "
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'exactDate_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Attribute $\\texttt{exactDate}$ is a string of four digits or characters. For calculating the [Hamming distance](https://en.wikipedia.org/wiki/Hamming_distance), each string pair is compared character-wise. A so called edit distance between the string pair is calculated as the sum of all edit operations needed to convert the strings into each other [[Chri2012](./A_References.ipynb#chri2012)]. The resulting Hamming similarity can be deduced from the edit distance and the length of one string. This can be easily done in the examples of the DataFrame above. The Hamming similarity shall be used for attribute $\\texttt{exactDate}$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The Hamming similarity has one drawbak, though, looking at Swissbib's data. The attribute may be filled with letter 'u' for 'unknown' digits instead of a number. A letter 'u' will result in an edit distance of 1. This is a statement which need not be true for the bibliographic units that the records describe. On the other hand, a pair of strings with a letter 'u' at the same digit, need not have a distance of 0 for the two bibliographical units compared. For this reason, the Hamming similarity will be adapted for the case of existence of letter 'u' in one of the strings of the pair. The Hamming similarity will be increased by a small value for each unknown digit in a string. This algorithm based on the Hamming similarity will be explicitly implemented in chapter [Feature Matrix Generation](./4_FeatureMatrixGeneration.ipynb)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### format"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "Gotoh\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "ArithNCD\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "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",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>Gotoh</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>ArithNCD</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>vm</td>\n",
       "      <td>cr</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.5</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>vm</td>\n",
       "      <td>bk</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.791667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>vm</td>\n",
       "      <td>vm</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.75</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>vm</td>\n",
       "      <td>mp</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.5</td>\n",
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       "      <td>0.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.5</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.958333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>vm</td>\n",
       "      <td>cf</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.791667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>vm</td>\n",
       "      <td>mu</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.5</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.125</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.5</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.958333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.75</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  str1 str2  Hamming  MLIPNS  Levenshtein  DamerauLevenshtein  Jaro  \\\n",
       "3   vm   cr      0.0     1.0          0.0                 0.0   0.0   \n",
       "0   vm   bk      0.0     1.0          0.0                 0.0   0.0   \n",
       "1   vm   vm      1.0     1.0          1.0                 1.0   1.0   \n",
       "5   vm   mp      0.0     1.0          0.0                 0.5   0.0   \n",
       "4   vm   cf      0.0     1.0          0.0                 0.0   0.0   \n",
       "2   vm   mu      0.0     1.0          0.0                 0.5   0.0   \n",
       "\n",
       "   JaroWinkler  StrCmp95  NeedlemanWunsch  Gotoh  SmithWaterman   Jaccard  \\\n",
       "3          0.0       0.0              0.5    0.5            0.0  0.000000   \n",
       "0          0.0       0.0              0.5    0.5            0.0  0.000000   \n",
       "1          1.0       1.0              1.0    1.0            1.0  1.000000   \n",
       "5          0.0       0.0              0.5    0.5            0.0  0.333333   \n",
       "4          0.0       0.0              0.5    0.5            0.0  0.000000   \n",
       "2          0.0       0.0              0.5    0.5            0.0  0.333333   \n",
       "\n",
       "   Sorensen   Tversky  Overlap  Tanimoto  Cosine  MongeElkan  Bag  LCSSeq  \\\n",
       "3       0.0  0.000000      0.0      -inf     0.0       0.000  0.0     0.0   \n",
       "0       0.0  0.000000      0.0      -inf     0.0       0.000  0.0     0.0   \n",
       "1       1.0  1.000000      1.0  0.000000     1.0       1.000  1.0     1.0   \n",
       "5       0.5  0.333333      0.5 -1.584963     0.5       0.125  0.5     0.5   \n",
       "4       0.0  0.000000      0.0      -inf     0.0       0.000  0.0     0.0   \n",
       "2       0.5  0.333333      0.5 -1.584963     0.5       0.125  0.5     0.5   \n",
       "\n",
       "   LCSStr  RatcliffObershelp  ArithNCD  RLENCD  BWTRLENCD   SqrtNCD  \\\n",
       "3     0.0                0.0 -0.666667     0.0   0.333333  0.000000   \n",
       "0     0.0                0.0 -0.333333     0.0   0.333333  0.000000   \n",
       "1     1.0                1.0  0.000000     0.0   0.333333  0.585786   \n",
       "5     0.5                0.5 -0.333333     0.0   0.333333  0.292893   \n",
       "4     0.0                0.0 -0.333333     0.0   0.333333  0.000000   \n",
       "2     0.5                0.5 -0.333333     0.0   0.333333  0.292893   \n",
       "\n",
       "   EntropyNCD    BZ2NCD  LZMANCD  ZLIBNCD  MRA  Editex  Prefix  Postfix  \\\n",
       "3        0.50  0.875000      1.0     0.75  0.0     0.0     0.0      0.0   \n",
       "0        0.50  0.791667      1.0     0.75  0.0     0.0     0.0      0.0   \n",
       "1        1.00  1.000000      1.0     0.75  1.0     1.0     1.0      1.0   \n",
       "5        0.75  0.958333      1.0     0.75  0.0     0.0     0.0      0.0   \n",
       "4        0.50  0.791667      1.0     0.75  0.0     0.0     0.0      0.0   \n",
       "2        0.75  0.958333      1.0     0.75  0.0     0.0     0.0      0.0   \n",
       "\n",
       "   Length  Identity  Matrix  \n",
       "3     1.0       0.0     0.0  \n",
       "0     1.0       0.0     0.0  \n",
       "1     1.0       1.0     1.0  \n",
       "5     1.0       0.0     0.0  \n",
       "4     1.0       0.0     0.0  \n",
       "2     1.0       0.0     0.0  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'format_prefix_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in [] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "Gotoh\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "ArithNCD\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>Gotoh</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>ArithNCD</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>030600</td>\n",
       "      <td>040100</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.714286</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.851959</td>\n",
       "      <td>0.791667</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>030600</td>\n",
       "      <td>010000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-0.833333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.309017</td>\n",
       "      <td>0.752403</td>\n",
       "      <td>0.769231</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>030600</td>\n",
       "      <td>030653</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.866667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.462402</td>\n",
       "      <td>0.836225</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>030600</td>\n",
       "      <td>040000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.309017</td>\n",
       "      <td>0.752403</td>\n",
       "      <td>0.807692</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>030600</td>\n",
       "      <td>020047</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.229562</td>\n",
       "      <td>0.750863</td>\n",
       "      <td>0.846154</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>030600</td>\n",
       "      <td>010300</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.822222</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.822222</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.485427</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.439340</td>\n",
       "      <td>0.925980</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>030600</td>\n",
       "      <td>020800</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.833333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.851959</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>030600</td>\n",
       "      <td>030600</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.958333</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>030600</td>\n",
       "      <td>030053</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.844444</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.833333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.426519</td>\n",
       "      <td>0.878222</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>030600</td>\n",
       "      <td>020053</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.353353</td>\n",
       "      <td>0.810547</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>030600</td>\n",
       "      <td>020000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-0.833333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.309017</td>\n",
       "      <td>0.752403</td>\n",
       "      <td>0.769231</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>030600</td>\n",
       "      <td>010700</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.833333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.851959</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>030600</td>\n",
       "      <td>030000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.922222</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.485427</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.833333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.455464</td>\n",
       "      <td>0.826424</td>\n",
       "      <td>0.769231</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>030600</td>\n",
       "      <td>030700</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.922222</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.485427</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.439340</td>\n",
       "      <td>0.925980</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>030600</td>\n",
       "      <td>010200</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.851959</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>030600</td>\n",
       "      <td>020400</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.833333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.851959</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>030600</td>\n",
       "      <td>010100</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.292893</td>\n",
       "      <td>0.777939</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>030600</td>\n",
       "      <td>030300</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.922222</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.485427</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.463434</td>\n",
       "      <td>0.879898</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>030600</td>\n",
       "      <td>010053</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.353353</td>\n",
       "      <td>0.810547</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>030600</td>\n",
       "      <td>030500</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.922222</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.485427</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.439340</td>\n",
       "      <td>0.925980</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>030600</td>\n",
       "      <td>010347</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.286378</td>\n",
       "      <td>0.731155</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>030600</td>\n",
       "      <td>020300</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.822222</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.822222</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-0.485427</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.069444</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.439340</td>\n",
       "      <td>0.925980</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      str1    str2   Hamming  MLIPNS  Levenshtein  DamerauLevenshtein  \\\n",
       "2   030600  040100  0.666667     1.0     0.666667            0.666667   \n",
       "12  030600  010000  0.666667     1.0     0.666667            0.833333   \n",
       "20  030600  030653  0.666667     1.0     0.666667            0.666667   \n",
       "17  030600  040000  0.666667     1.0     0.666667            0.833333   \n",
       "8   030600  020047  0.333333     0.0     0.333333            0.500000   \n",
       "1   030600  010300  0.666667     1.0     0.666667            0.666667   \n",
       "14  030600  020800  0.666667     1.0     0.666667            0.666667   \n",
       "3   030600  030600  1.000000     1.0     1.000000            1.000000   \n",
       "19  030600  030053  0.500000     1.0     0.500000            0.666667   \n",
       "9   030600  020053  0.333333     0.0     0.333333            0.500000   \n",
       "0   030600  020000  0.666667     1.0     0.666667            0.833333   \n",
       "15  030600  010700  0.666667     1.0     0.666667            0.666667   \n",
       "16  030600  030000  0.833333     1.0     0.833333            1.000000   \n",
       "11  030600  030700  0.833333     1.0     0.833333            0.833333   \n",
       "6   030600  010200  0.666667     1.0     0.666667            0.666667   \n",
       "21  030600  020400  0.666667     1.0     0.666667            0.666667   \n",
       "5   030600  010100  0.666667     1.0     0.666667            0.666667   \n",
       "10  030600  030300  0.833333     1.0     0.833333            0.833333   \n",
       "18  030600  010053  0.333333     0.0     0.333333            0.500000   \n",
       "13  030600  030500  0.833333     1.0     0.833333            0.833333   \n",
       "7   030600  010347  0.333333     0.0     0.333333            0.333333   \n",
       "4   030600  020300  0.666667     1.0     0.666667            0.666667   \n",
       "\n",
       "        Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch     Gotoh  SmithWaterman  \\\n",
       "2   0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "12  0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "20  0.777778     0.866667  0.777778         0.833333  0.833333       0.666667   \n",
       "17  0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "8   0.666667     0.666667  0.666667         0.666667  0.666667       0.333333   \n",
       "1   0.822222     0.840000  0.822222         0.833333  0.833333       0.666667   \n",
       "14  0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "3   1.000000     1.000000  1.000000         1.000000  1.000000       1.000000   \n",
       "19  0.777778     0.844444  0.777778         0.750000  0.750000       0.500000   \n",
       "9   0.666667     0.666667  0.666667         0.666667  0.666667       0.333333   \n",
       "0   0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "15  0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "16  0.888889     0.922222  0.888889         0.916667  0.916667       0.833333   \n",
       "11  0.888889     0.922222  0.888889         0.916667  0.916667       0.833333   \n",
       "6   0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "21  0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "5   0.777778     0.800000  0.777778         0.833333  0.833333       0.666667   \n",
       "10  0.888889     0.922222  0.888889         0.916667  0.916667       0.833333   \n",
       "18  0.666667     0.666667  0.666667         0.666667  0.666667       0.333333   \n",
       "13  0.888889     0.922222  0.888889         0.916667  0.916667       0.833333   \n",
       "7   0.555556     0.555556  0.555556         0.666667  0.666667       0.333333   \n",
       "4   0.822222     0.840000  0.822222         0.833333  0.833333       0.666667   \n",
       "\n",
       "     Jaccard  Sorensen   Tversky   Overlap  Tanimoto    Cosine  MongeElkan  \\\n",
       "2   0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "12  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "20  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.083333   \n",
       "17  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "8   0.333333  0.500000  0.333333  0.500000 -1.584963  0.500000    0.055556   \n",
       "1   0.714286  0.833333  0.714286  0.833333 -0.485427  0.833333    0.069444   \n",
       "14  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "3   1.000000  1.000000  1.000000  1.000000  0.000000  1.000000    1.000000   \n",
       "19  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.069444   \n",
       "9   0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.069444   \n",
       "0   0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "15  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "16  0.714286  0.833333  0.714286  0.833333 -0.485427  0.833333    0.069444   \n",
       "11  0.714286  0.833333  0.714286  0.833333 -0.485427  0.833333    0.069444   \n",
       "6   0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "21  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "5   0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.055556   \n",
       "10  0.714286  0.833333  0.714286  0.833333 -0.485427  0.833333    0.069444   \n",
       "18  0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.069444   \n",
       "13  0.714286  0.833333  0.714286  0.833333 -0.485427  0.833333    0.069444   \n",
       "7   0.333333  0.500000  0.333333  0.500000 -1.584963  0.500000    0.069444   \n",
       "4   0.714286  0.833333  0.714286  0.833333 -0.485427  0.833333    0.069444   \n",
       "\n",
       "         Bag    LCSSeq    LCSStr  RatcliffObershelp  ArithNCD    RLENCD  \\\n",
       "2   0.666667  0.666667  0.333333           0.666667 -0.714286  0.166667   \n",
       "12  0.666667  0.666667  0.333333           0.500000 -0.833333  0.166667   \n",
       "20  0.666667  0.666667  0.666667           0.666667 -0.500000  0.166667   \n",
       "17  0.666667  0.666667  0.333333           0.500000 -1.000000  0.166667   \n",
       "8   0.500000  0.500000  0.333333           0.500000 -0.666667  0.166667   \n",
       "1   0.833333  0.666667  0.500000           0.666667 -0.666667  0.166667   \n",
       "14  0.666667  0.666667  0.333333           0.666667 -0.833333  0.166667   \n",
       "3   1.000000  1.000000  1.000000           1.000000 -0.166667  0.166667   \n",
       "19  0.666667  0.666667  0.500000           0.666667 -0.833333  0.166667   \n",
       "9   0.666667  0.500000  0.333333           0.500000 -1.333333  0.166667   \n",
       "0   0.666667  0.666667  0.333333           0.500000 -0.833333  0.166667   \n",
       "15  0.666667  0.666667  0.333333           0.666667 -0.833333  0.166667   \n",
       "16  0.833333  0.833333  0.500000           0.833333 -0.833333  0.166667   \n",
       "11  0.833333  0.833333  0.500000           0.833333 -0.666667  0.166667   \n",
       "6   0.666667  0.666667  0.333333           0.666667 -0.333333  0.166667   \n",
       "21  0.666667  0.666667  0.333333           0.666667 -0.833333  0.166667   \n",
       "5   0.666667  0.666667  0.333333           0.666667 -1.000000  0.166667   \n",
       "10  0.833333  0.833333  0.500000           0.833333 -0.500000  0.166667   \n",
       "18  0.666667  0.500000  0.333333           0.500000 -1.333333  0.166667   \n",
       "13  0.833333  0.833333  0.500000           0.833333 -0.666667  0.166667   \n",
       "7   0.500000  0.333333  0.333333           0.333333 -0.500000  0.166667   \n",
       "4   0.833333  0.666667  0.500000           0.666667 -0.666667  0.166667   \n",
       "\n",
       "    BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  LZMANCD   ZLIBNCD       MRA  \\\n",
       "2    0.428571  0.292893    0.851959  0.791667     0.92  0.500000  0.600000   \n",
       "12   0.285714  0.309017    0.752403  0.769231     0.92  0.583333  0.400000   \n",
       "20   0.142857  0.462402    0.836225  0.800000     0.92  0.666667  0.666667   \n",
       "17   0.285714  0.309017    0.752403  0.807692     0.92  0.583333  0.400000   \n",
       "8    0.285714  0.229562    0.750863  0.846154     0.92  0.500000  0.400000   \n",
       "1    0.428571  0.439340    0.925980  0.875000     0.92  0.666667  0.600000   \n",
       "14   0.428571  0.292893    0.851959  0.875000     0.92  0.500000  0.600000   \n",
       "3    0.428571  0.585786    1.000000  0.958333     0.92  0.833333  1.000000   \n",
       "19   0.428571  0.426519    0.878222  0.840000     0.92  0.500000  0.600000   \n",
       "9    0.285714  0.353353    0.810547  0.840000     0.92  0.500000  0.400000   \n",
       "0    0.285714  0.309017    0.752403  0.769231     0.92  0.583333  0.400000   \n",
       "15   0.428571  0.292893    0.851959  0.875000     0.92  0.500000  0.600000   \n",
       "16   0.285714  0.455464    0.826424  0.769231     0.92  0.583333  0.600000   \n",
       "11   0.428571  0.439340    0.925980  0.875000     0.92  0.500000  0.800000   \n",
       "6    0.428571  0.292893    0.851959  0.875000     0.92  0.500000  0.600000   \n",
       "21   0.428571  0.292893    0.851959  0.875000     0.92  0.500000  0.600000   \n",
       "5    0.428571  0.292893    0.777939  0.833333     0.92  0.666667  0.600000   \n",
       "10   0.428571  0.463434    0.879898  0.875000     0.92  0.666667  0.800000   \n",
       "18   0.285714  0.353353    0.810547  0.840000     0.92  0.500000  0.400000   \n",
       "13   0.428571  0.439340    0.925980  0.875000     0.92  0.500000  0.800000   \n",
       "7    0.285714  0.286378    0.731155  0.880000     0.92  0.500000  0.333333   \n",
       "4    0.428571  0.439340    0.925980  0.875000     0.92  0.666667  0.600000   \n",
       "\n",
       "      Editex    Prefix   Postfix  Length  Identity  Matrix  \n",
       "2   0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "12  0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "20  0.666667  0.666667  0.000000     1.0       0.0     0.0  \n",
       "17  0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "8   0.500000  0.166667  0.000000     1.0       0.0     0.0  \n",
       "1   0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "14  0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "3   1.000000  1.000000  1.000000     1.0       1.0     1.0  \n",
       "19  0.666667  0.500000  0.000000     1.0       0.0     0.0  \n",
       "9   0.500000  0.166667  0.000000     1.0       0.0     0.0  \n",
       "0   0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "15  0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "16  0.833333  0.500000  0.333333     1.0       0.0     0.0  \n",
       "11  0.833333  0.500000  0.333333     1.0       0.0     0.0  \n",
       "6   0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "21  0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "5   0.666667  0.166667  0.333333     1.0       0.0     0.0  \n",
       "10  0.833333  0.500000  0.333333     1.0       0.0     0.0  \n",
       "18  0.500000  0.166667  0.000000     1.0       0.0     0.0  \n",
       "13  0.833333  0.500000  0.333333     1.0       0.0     0.0  \n",
       "7   0.333333  0.166667  0.000000     1.0       0.0     0.0  \n",
       "4   0.666667  0.166667  0.333333     1.0       0.0     0.0  "
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'format_postfix_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in [] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### isbn"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Attribute $\\texttt{isbn}$ is treated as a list of string elements, see chapter [Feature Matrix Generation](./4_FeatureMatrixGeneration.ipynb). The metrics comparison will be omitted, here."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### ismn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>m006546749</td>\n",
       "      <td>m006204687</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.820000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.7</td>\n",
       "      <td>-0.893085</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.435826</td>\n",
       "      <td>0.930879</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>m006546749</td>\n",
       "      <td>m006546756</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.866667</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-0.584963</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.045</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.518586</td>\n",
       "      <td>0.941020</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>m006546749</td>\n",
       "      <td>m006546756 (kritischer bericht, leinen)</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.668376</td>\n",
       "      <td>0.668376</td>\n",
       "      <td>0.668376</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.326531</td>\n",
       "      <td>0.195122</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-2.357552</td>\n",
       "      <td>0.405096</td>\n",
       "      <td>0.045</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.326531</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.154418</td>\n",
       "      <td>0.705288</td>\n",
       "      <td>0.379310</td>\n",
       "      <td>0.512195</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.256410</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.256410</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>m006546749</td>\n",
       "      <td></td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.268678</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>m006546749</td>\n",
       "      <td>m200205343</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.650000</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.5</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.030</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.335321</td>\n",
       "      <td>0.850276</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>m006546749</td>\n",
       "      <td>9790006450510</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.561538</td>\n",
       "      <td>0.561538</td>\n",
       "      <td>0.561538</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.3</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.608696</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.7</td>\n",
       "      <td>-1.192645</td>\n",
       "      <td>0.613941</td>\n",
       "      <td>0.045</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.347826</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.476471</td>\n",
       "      <td>0.931337</td>\n",
       "      <td>0.766667</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.421053</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.769231</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>m006546749</td>\n",
       "      <td>m006450510</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.677778</td>\n",
       "      <td>0.677778</td>\n",
       "      <td>0.677778</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-1.222392</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.040</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.436389</td>\n",
       "      <td>0.889499</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>m006546749</td>\n",
       "      <td>m006546749</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         str1                                     str2   Hamming  MLIPNS  \\\n",
       "7  m006546749                               m006204687  0.400000     0.0   \n",
       "3  m006546749                               m006546756  0.800000     1.0   \n",
       "6  m006546749  m006546756 (kritischer bericht, leinen)  0.205128     0.0   \n",
       "0  m006546749                                           0.000000     0.0   \n",
       "5  m006546749                               m200205343  0.300000     0.0   \n",
       "2  m006546749                            9790006450510  0.076923     0.0   \n",
       "1  m006546749                               m006450510  0.400000     0.0   \n",
       "4  m006546749                               m006546749  1.000000     1.0   \n",
       "\n",
       "   Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  \\\n",
       "7     0.500000            0.500000  0.800000     0.880000  0.820000   \n",
       "3     0.800000            0.800000  0.866667     0.920000  0.880000   \n",
       "6     0.205128            0.205128  0.668376     0.668376  0.668376   \n",
       "0     0.000000            0.000000  0.000000     0.000000  0.000000   \n",
       "5     0.300000            0.300000  0.666667     0.666667  0.666667   \n",
       "2     0.230769            0.384615  0.561538     0.561538  0.561538   \n",
       "1     0.400000            0.500000  0.677778     0.677778  0.677778   \n",
       "4     1.000000            1.000000  1.000000     1.000000  1.000000   \n",
       "\n",
       "   NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky  Overlap  \\\n",
       "7         0.700000            0.4  0.538462  0.700000  0.538462      0.7   \n",
       "3         0.900000            0.8  0.666667  0.800000  0.666667      0.8   \n",
       "6         0.230769            0.0  0.195122  0.326531  0.195122      0.8   \n",
       "0         0.000000            0.0  0.000000  0.000000  0.000000      0.0   \n",
       "5         0.650000            0.3  0.333333  0.500000  0.333333      0.5   \n",
       "2         0.500000            0.3  0.437500  0.608696  0.437500      0.7   \n",
       "1         0.700000            0.4  0.428571  0.600000  0.428571      0.6   \n",
       "4         1.000000            1.0  1.000000  1.000000  1.000000      1.0   \n",
       "\n",
       "   Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "7 -0.893085  0.700000       0.040  0.700000  0.700000  0.400000   \n",
       "3 -0.584963  0.800000       0.045  0.800000  0.800000  0.800000   \n",
       "6 -2.357552  0.405096       0.045  0.205128  0.205128  0.205128   \n",
       "0      -inf  0.000000       0.000  0.000000  0.000000  0.000000   \n",
       "5 -1.584963  0.500000       0.030  0.500000  0.500000  0.200000   \n",
       "2 -1.192645  0.613941       0.045  0.538462  0.307692  0.230769   \n",
       "1 -1.222392  0.600000       0.040  0.600000  0.500000  0.400000   \n",
       "4  0.000000  1.000000       1.000  1.000000  1.000000  1.000000   \n",
       "\n",
       "   RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "7           0.700000     0.0   0.090909  0.435826    0.930879  0.800000   \n",
       "3           0.800000     0.0   0.090909  0.518586    0.941020  0.833333   \n",
       "6           0.326531     0.0   0.025000  0.154418    0.705288  0.379310   \n",
       "0           0.000000     0.0   0.090909  0.000000    0.268678  0.000000   \n",
       "5           0.500000     0.0   0.090909  0.335321    0.850276  0.766667   \n",
       "2           0.347826     0.0   0.071429  0.476471    0.931337  0.766667   \n",
       "1           0.500000     0.0   0.090909  0.436389    0.889499  0.833333   \n",
       "4           1.000000     0.0   0.090909  0.585786    1.000000  0.900000   \n",
       "\n",
       "    LZMANCD   ZLIBNCD       MRA    Editex    Prefix  Postfix    Length  \\\n",
       "7  0.851852  0.500000  0.500000  0.500000  0.400000      0.0  1.000000   \n",
       "3  0.777778  0.750000  0.666667  0.800000  0.800000      0.0  1.000000   \n",
       "6  0.512195  0.266667  0.500000  0.256410  0.205128      0.0  0.256410   \n",
       "0  0.333333  0.375000  0.000000  0.000000  0.000000      0.0  0.000000   \n",
       "5  0.851852  0.375000  0.333333  0.300000  0.100000      0.0  1.000000   \n",
       "2  0.793103  0.421053  0.000000  0.307692  0.000000      0.0  0.769231   \n",
       "1  0.851852  0.500000  0.500000  0.400000  0.400000      0.0  1.000000   \n",
       "4  0.851852  0.875000  1.000000  1.000000  1.000000      1.0  1.000000   \n",
       "\n",
       "   Identity  Matrix  \n",
       "7       0.0     0.0  \n",
       "3       0.0     0.0  \n",
       "6       0.0     0.0  \n",
       "0       0.0     0.0  \n",
       "5       0.0     0.0  \n",
       "2       0.0     0.0  \n",
       "1       0.0     0.0  \n",
       "4       1.0     1.0  "
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'ismn_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### musicid"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "    }\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>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>99064</td>\n",
       "      <td>134</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.686838</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>99064</td>\n",
       "      <td>50999</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.433333</td>\n",
       "      <td>0.433333</td>\n",
       "      <td>0.433333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>-1.222392</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.338901</td>\n",
       "      <td>0.798074</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>99064</td>\n",
       "      <td>502430</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.365148</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.234189</td>\n",
       "      <td>0.771928</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>99064</td>\n",
       "      <td>3714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>-3.000000</td>\n",
       "      <td>0.223607</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.732149</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>99064</td>\n",
       "      <td>5944</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.309076</td>\n",
       "      <td>0.790110</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>99064</td>\n",
       "      <td>245</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.686838</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>99064</td>\n",
       "      <td>501326</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.365148</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.723275</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>99064</td>\n",
       "      <td>502023</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.455556</td>\n",
       "      <td>0.455556</td>\n",
       "      <td>0.455556</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>-3.321928</td>\n",
       "      <td>0.182574</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.141281</td>\n",
       "      <td>0.744950</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>99064</td>\n",
       "      <td>0171433</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.561905</td>\n",
       "      <td>0.561905</td>\n",
       "      <td>0.561905</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.338062</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.201010</td>\n",
       "      <td>0.743597</td>\n",
       "      <td>0.846154</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>99064</td>\n",
       "      <td>422</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.544238</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>99064</td>\n",
       "      <td></td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.342240</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.36</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>99064</td>\n",
       "      <td>4355</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>-3.000000</td>\n",
       "      <td>0.223607</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.656645</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>99064</td>\n",
       "      <td>5</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.229403</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>99064</td>\n",
       "      <td>1004</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.287242</td>\n",
       "      <td>0.761404</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>99064</td>\n",
       "      <td>99036</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.866667</td>\n",
       "      <td>0.906667</td>\n",
       "      <td>0.866667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>-0.584963</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.453082</td>\n",
       "      <td>0.931552</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.6</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>99064</td>\n",
       "      <td>073</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.686838</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>99064</td>\n",
       "      <td>601</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.516398</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.265409</td>\n",
       "      <td>0.772398</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>99064</td>\n",
       "      <td>10003</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>-3.169925</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.165839</td>\n",
       "      <td>0.674538</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>99064</td>\n",
       "      <td>433210</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.365148</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.216388</td>\n",
       "      <td>0.750823</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>99064</td>\n",
       "      <td>10425</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.234315</td>\n",
       "      <td>0.759176</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>99064</td>\n",
       "      <td>0630</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.287242</td>\n",
       "      <td>0.761404</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>99064</td>\n",
       "      <td>433</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.544238</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>99064</td>\n",
       "      <td>415</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.686838</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>99064</td>\n",
       "      <td>4553</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>-3.000000</td>\n",
       "      <td>0.223607</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.656645</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>99064</td>\n",
       "      <td>7794</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.287242</td>\n",
       "      <td>0.761404</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>99064</td>\n",
       "      <td>063</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.516398</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.265409</td>\n",
       "      <td>0.772398</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>99064</td>\n",
       "      <td>912</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.154538</td>\n",
       "      <td>0.719132</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>99064</td>\n",
       "      <td>6646</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.298544</td>\n",
       "      <td>0.649097</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.84</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>99064</td>\n",
       "      <td>242</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.544238</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>99064</td>\n",
       "      <td>99064</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.92</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     str1     str2   Hamming  MLIPNS  Levenshtein  DamerauLevenshtein  \\\n",
       "24  99064      134  0.000000     0.0     0.200000            0.200000   \n",
       "29  99064    50999  0.000000     0.0     0.000000            0.200000   \n",
       "19  99064   502430  0.000000     0.0     0.166667            0.333333   \n",
       "15  99064     3714  0.000000     0.0     0.200000            0.200000   \n",
       "22  99064     5944  0.200000     0.0     0.400000            0.600000   \n",
       "11  99064      245  0.000000     0.0     0.000000            0.200000   \n",
       "3   99064   501326  0.000000     0.0     0.000000            0.166667   \n",
       "4   99064   502023  0.000000     0.0     0.166667            0.166667   \n",
       "7   99064  0171433  0.142857     0.0     0.142857            0.142857   \n",
       "10  99064      422  0.000000     0.0     0.000000            0.000000   \n",
       "0   99064           0.000000     0.0     0.000000            0.000000   \n",
       "16  99064     4355  0.000000     0.0     0.000000            0.000000   \n",
       "6   99064        5  0.000000     0.0     0.000000            0.000000   \n",
       "18  99064     1004  0.200000     0.0     0.400000            0.600000   \n",
       "14  99064    99036  0.600000     1.0     0.600000            0.600000   \n",
       "1   99064      073  0.000000     0.0     0.200000            0.200000   \n",
       "27  99064      601  0.000000     0.0     0.200000            0.200000   \n",
       "26  99064    10003  0.200000     0.0     0.200000            0.400000   \n",
       "9   99064   433210  0.000000     0.0     0.000000            0.000000   \n",
       "12  99064    10425  0.000000     0.0     0.000000            0.200000   \n",
       "25  99064     0630  0.000000     0.0     0.200000            0.200000   \n",
       "8   99064      433  0.000000     0.0     0.000000            0.000000   \n",
       "20  99064      415  0.000000     0.0     0.000000            0.000000   \n",
       "13  99064     4553  0.000000     0.0     0.000000            0.000000   \n",
       "23  99064     7794  0.000000     0.0     0.200000            0.200000   \n",
       "28  99064      063  0.000000     0.0     0.400000            0.400000   \n",
       "17  99064      912  0.200000     0.0     0.200000            0.200000   \n",
       "5   99064     6646  0.200000     0.0     0.200000            0.400000   \n",
       "2   99064      242  0.000000     0.0     0.000000            0.200000   \n",
       "21  99064    99064  1.000000     1.0     1.000000            1.000000   \n",
       "\n",
       "        Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch  SmithWaterman   Jaccard  \\\n",
       "24  0.000000     0.000000  0.000000         0.400000       0.333333  0.142857   \n",
       "29  0.433333     0.433333  0.433333         0.500000       0.000000  0.428571   \n",
       "19  0.577778     0.577778  0.577778         0.416667       0.000000  0.222222   \n",
       "15  0.483333     0.483333  0.483333         0.500000       0.250000  0.125000   \n",
       "22  0.633333     0.633333  0.633333         0.600000       0.250000  0.285714   \n",
       "11  0.000000     0.000000  0.000000         0.300000       0.000000  0.142857   \n",
       "3   0.577778     0.577778  0.577778         0.416667       0.000000  0.222222   \n",
       "4   0.455556     0.455556  0.455556         0.500000       0.200000  0.100000   \n",
       "7   0.561905     0.561905  0.561905         0.428571       0.000000  0.200000   \n",
       "10  0.000000     0.000000  0.000000         0.300000       0.000000  0.142857   \n",
       "0   0.000000     0.000000  0.000000         0.000000       0.000000  0.000000   \n",
       "16  0.000000     0.000000  0.000000         0.400000       0.000000  0.125000   \n",
       "6   0.000000     0.000000  0.000000         0.100000       0.000000  0.000000   \n",
       "18  0.633333     0.633333  0.633333         0.600000       0.500000  0.285714   \n",
       "14  0.866667     0.906667  0.866667         0.800000       0.600000  0.666667   \n",
       "1   0.000000     0.000000  0.000000         0.400000       0.333333  0.142857   \n",
       "27  0.511111     0.511111  0.511111         0.400000       0.000000  0.333333   \n",
       "26  0.466667     0.466667  0.466667         0.600000       0.200000  0.111111   \n",
       "9   0.000000     0.000000  0.000000         0.416667       0.000000  0.222222   \n",
       "12  0.466667     0.466667  0.466667         0.500000       0.000000  0.250000   \n",
       "25  0.483333     0.483333  0.483333         0.400000       0.250000  0.285714   \n",
       "8   0.000000     0.000000  0.000000         0.300000       0.000000  0.142857   \n",
       "20  0.000000     0.000000  0.000000         0.300000       0.000000  0.142857   \n",
       "13  0.000000     0.000000  0.000000         0.400000       0.000000  0.125000   \n",
       "23  0.633333     0.633333  0.633333         0.500000       0.250000  0.285714   \n",
       "28  0.000000     0.000000  0.000000         0.500000       0.666667  0.333333   \n",
       "17  0.511111     0.511111  0.511111         0.400000       0.000000  0.142857   \n",
       "5   0.483333     0.483333  0.483333         0.500000       0.250000  0.285714   \n",
       "2   0.000000     0.000000  0.000000         0.300000       0.000000  0.142857   \n",
       "21  1.000000     1.000000  1.000000         1.000000       1.000000  1.000000   \n",
       "\n",
       "    Sorensen   Tversky   Overlap  Tanimoto    Cosine  MongeElkan       Bag  \\\n",
       "24  0.250000  0.142857  0.333333 -2.807355  0.258199        0.02  0.200000   \n",
       "29  0.600000  0.428571  0.600000 -1.222392  0.600000        0.06  0.600000   \n",
       "19  0.363636  0.222222  0.400000 -2.169925  0.365148        0.04  0.333333   \n",
       "15  0.222222  0.125000  0.250000 -3.000000  0.223607        0.02  0.200000   \n",
       "22  0.444444  0.285714  0.500000 -1.807355  0.447214        0.06  0.400000   \n",
       "11  0.250000  0.142857  0.333333 -2.807355  0.258199        0.02  0.200000   \n",
       "3   0.363636  0.222222  0.400000 -2.169925  0.365148        0.04  0.333333   \n",
       "4   0.181818  0.100000  0.200000 -3.321928  0.182574        0.02  0.166667   \n",
       "7   0.333333  0.200000  0.400000 -2.321928  0.338062        0.04  0.285714   \n",
       "10  0.250000  0.142857  0.333333 -2.807355  0.258199        0.02  0.200000   \n",
       "0   0.000000  0.000000  0.000000      -inf  0.000000        0.00  0.000000   \n",
       "16  0.222222  0.125000  0.250000 -3.000000  0.223607        0.02  0.200000   \n",
       "6   0.000000  0.000000  0.000000      -inf  0.000000        0.00  0.000000   \n",
       "18  0.444444  0.285714  0.500000 -1.807355  0.447214        0.04  0.400000   \n",
       "14  0.800000  0.666667  0.800000 -0.584963  0.800000        0.08  0.800000   \n",
       "1   0.250000  0.142857  0.333333 -2.807355  0.258199        0.02  0.200000   \n",
       "27  0.500000  0.333333  0.666667 -1.584963  0.516398        0.04  0.400000   \n",
       "26  0.200000  0.111111  0.200000 -3.169925  0.200000        0.02  0.200000   \n",
       "9   0.363636  0.222222  0.400000 -2.169925  0.365148        0.04  0.333333   \n",
       "12  0.400000  0.250000  0.400000 -2.000000  0.400000        0.04  0.400000   \n",
       "25  0.444444  0.285714  0.500000 -1.807355  0.447214        0.04  0.400000   \n",
       "8   0.250000  0.142857  0.333333 -2.807355  0.258199        0.02  0.200000   \n",
       "20  0.250000  0.142857  0.333333 -2.807355  0.258199        0.02  0.200000   \n",
       "13  0.222222  0.125000  0.250000 -3.000000  0.223607        0.02  0.200000   \n",
       "23  0.444444  0.285714  0.500000 -1.807355  0.447214        0.06  0.400000   \n",
       "28  0.500000  0.333333  0.666667 -1.584963  0.516398        0.04  0.400000   \n",
       "17  0.250000  0.142857  0.333333 -2.807355  0.258199        0.04  0.200000   \n",
       "5   0.444444  0.285714  0.500000 -1.807355  0.447214        0.04  0.400000   \n",
       "2   0.250000  0.142857  0.333333 -2.807355  0.258199        0.02  0.200000   \n",
       "21  1.000000  1.000000  1.000000  0.000000  1.000000        1.00  1.000000   \n",
       "\n",
       "      LCSSeq    LCSStr  RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  \\\n",
       "24  0.200000  0.200000           0.250000     0.0   0.166667  0.132705   \n",
       "29  0.400000  0.400000           0.400000     0.4   0.500000  0.338901   \n",
       "19  0.333333  0.166667           0.363636     0.0   0.142857  0.234189   \n",
       "15  0.200000  0.200000           0.222222     0.0   0.166667  0.132705   \n",
       "22  0.400000  0.200000           0.444444     0.0   0.166667  0.309076   \n",
       "11  0.200000  0.200000           0.250000     0.0   0.166667  0.132705   \n",
       "3   0.333333  0.166667           0.363636     0.0   0.142857  0.195262   \n",
       "4   0.166667  0.166667           0.181818     0.0   0.142857  0.141281   \n",
       "7   0.285714  0.142857           0.333333     0.0   0.125000  0.201010   \n",
       "10  0.200000  0.200000           0.250000     0.0   0.166667  0.132705   \n",
       "0   0.000000  0.000000           0.000000     0.0   0.166667  0.000000   \n",
       "16  0.200000  0.200000           0.222222     0.0   0.166667  0.132705   \n",
       "6   0.000000  0.000000           0.000000     0.0   0.166667  0.000000   \n",
       "18  0.400000  0.200000           0.444444     0.0   0.166667  0.287242   \n",
       "14  0.800000  0.600000           0.800000     0.0   0.166667  0.453082   \n",
       "1   0.200000  0.200000           0.250000     0.0   0.166667  0.132705   \n",
       "27  0.200000  0.200000           0.250000     0.0   0.166667  0.265409   \n",
       "26  0.200000  0.200000           0.200000     0.0   0.166667  0.165839   \n",
       "9   0.166667  0.166667           0.181818     0.0   0.142857  0.216388   \n",
       "12  0.400000  0.200000           0.400000     0.0   0.166667  0.234315   \n",
       "25  0.400000  0.400000           0.444444     0.0   0.166667  0.287242   \n",
       "8   0.200000  0.200000           0.250000     0.0   0.166667  0.132705   \n",
       "20  0.200000  0.200000           0.250000     0.0   0.166667  0.132705   \n",
       "13  0.200000  0.200000           0.222222     0.0   0.166667  0.132705   \n",
       "23  0.400000  0.200000           0.444444     0.0   0.166667  0.287242   \n",
       "28  0.400000  0.400000           0.500000     0.0   0.166667  0.265409   \n",
       "17  0.200000  0.200000           0.250000     0.0   0.166667  0.154538   \n",
       "5   0.400000  0.400000           0.444444     0.0   0.166667  0.298544   \n",
       "2   0.200000  0.200000           0.250000     0.0   0.166667  0.132705   \n",
       "21  1.000000  1.000000           1.000000     0.0   0.166667  0.585786   \n",
       "\n",
       "    EntropyNCD    BZ2NCD  LZMANCD   ZLIBNCD       MRA    Editex  Prefix  \\\n",
       "24    0.686838  0.840000     0.92  0.545455  0.000000  0.400000     0.0   \n",
       "29    0.798074  0.800000     0.92  0.818182  0.250000  0.400000     0.0   \n",
       "19    0.771928  0.840000     0.92  0.500000  0.333333  0.333333     0.0   \n",
       "15    0.732149  0.920000     0.84  0.545455  0.250000  0.400000     0.0   \n",
       "22    0.790110  0.840000     0.84  0.545455  0.000000  0.400000     0.0   \n",
       "11    0.686838  0.880000     0.92  0.545455  0.000000  0.200000     0.0   \n",
       "3     0.723275  0.800000     0.92  0.500000  0.166667  0.166667     0.0   \n",
       "4     0.744950  0.880000     0.92  0.500000  0.166667  0.166667     0.0   \n",
       "7     0.743597  0.846154     0.92  0.461538  0.000000  0.285714     0.0   \n",
       "10    0.544238  0.800000     0.92  0.545455  0.000000  0.200000     0.0   \n",
       "0     0.342240  0.000000     0.36  0.545455  0.000000  0.000000     0.0   \n",
       "16    0.656645  0.840000     0.84  0.545455  0.000000  0.200000     0.0   \n",
       "6     0.229403  0.880000     0.92  0.545455  0.000000  0.200000     0.0   \n",
       "18    0.761404  0.920000     0.84  0.545455  0.250000  0.600000     0.0   \n",
       "14    0.931552  0.920000     0.92  0.545455  0.500000  0.600000     0.6   \n",
       "1     0.686838  0.880000     0.92  0.545455  0.000000  0.400000     0.0   \n",
       "27    0.772398  0.840000     0.92  0.545455  0.250000  0.400000     0.0   \n",
       "26    0.674538  0.840000     0.92  0.545455  0.250000  0.400000     0.0   \n",
       "9     0.750823  0.840000     0.92  0.500000  0.000000  0.166667     0.0   \n",
       "12    0.759176  0.840000     0.92  0.545455  0.200000  0.200000     0.0   \n",
       "25    0.761404  0.920000     0.84  0.545455  0.000000  0.400000     0.0   \n",
       "8     0.544238  0.800000     0.92  0.545455  0.000000  0.200000     0.0   \n",
       "20    0.686838  0.880000     0.92  0.545455  0.000000  0.200000     0.0   \n",
       "13    0.656645  0.880000     0.84  0.545455  0.000000  0.200000     0.0   \n",
       "23    0.761404  0.880000     0.84  0.545455  0.000000  0.400000     0.0   \n",
       "28    0.772398  0.880000     0.92  0.545455  0.000000  0.600000     0.0   \n",
       "17    0.719132  0.880000     0.92  0.545455  0.250000  0.400000     0.2   \n",
       "5     0.649097  0.840000     0.84  0.727273  0.250000  0.400000     0.0   \n",
       "2     0.544238  0.800000     0.92  0.545455  0.000000  0.200000     0.0   \n",
       "21    1.000000  0.920000     0.92  0.818182  1.000000  1.000000     1.0   \n",
       "\n",
       "    Postfix    Length  Identity  Matrix  \n",
       "24      0.2  0.600000       0.0     0.0  \n",
       "29      0.0  1.000000       0.0     0.0  \n",
       "19      0.0  0.833333       0.0     0.0  \n",
       "15      0.2  0.800000       0.0     0.0  \n",
       "22      0.2  0.800000       0.0     0.0  \n",
       "11      0.0  0.600000       0.0     0.0  \n",
       "3       0.0  0.833333       0.0     0.0  \n",
       "4       0.0  0.833333       0.0     0.0  \n",
       "7       0.0  0.714286       0.0     0.0  \n",
       "10      0.0  0.600000       0.0     0.0  \n",
       "0       0.0  0.000000       0.0     0.0  \n",
       "16      0.0  0.800000       0.0     0.0  \n",
       "6       0.0  0.200000       0.0     0.0  \n",
       "18      0.2  0.800000       0.0     0.0  \n",
       "14      0.0  1.000000       0.0     0.0  \n",
       "1       0.0  0.600000       0.0     0.0  \n",
       "27      0.0  0.600000       0.0     0.0  \n",
       "26      0.0  1.000000       0.0     0.0  \n",
       "9       0.0  0.833333       0.0     0.0  \n",
       "12      0.0  1.000000       0.0     0.0  \n",
       "25      0.0  0.800000       0.0     0.0  \n",
       "8       0.0  0.600000       0.0     0.0  \n",
       "20      0.0  0.600000       0.0     0.0  \n",
       "13      0.0  0.800000       0.0     0.0  \n",
       "23      0.2  0.800000       0.0     0.0  \n",
       "28      0.0  0.600000       0.0     0.0  \n",
       "17      0.0  0.600000       0.0     0.0  \n",
       "5       0.0  0.800000       0.0     0.0  \n",
       "2       0.0  0.600000       0.0     0.0  \n",
       "21      1.0  1.000000       1.0     1.0  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'musicid_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### part"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
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       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>50</th>\n",
       "      <td>33001</td>\n",
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       "      <td>0.200000</td>\n",
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       "      <td>1.000000</td>\n",
       "      <td>-2.201634</td>\n",
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       "      <td>0.043478</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>33001</td>\n",
       "      <td>27 597 27 597</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.192308</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>-2.220446e-16</td>\n",
       "      <td>0.575218</td>\n",
       "      <td>0.655172</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>33001</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
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       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.110223e-16</td>\n",
       "      <td>0.471950</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>33001</td>\n",
       "      <td>4 4</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.110223e-16</td>\n",
       "      <td>0.471950</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>33001</td>\n",
       "      <td>57</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.110223e-16</td>\n",
       "      <td>0.509928</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>33001</td>\n",
       "      <td>3</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.733333</td>\n",
       "      <td>0.733333</td>\n",
       "      <td>0.733333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.781836e-01</td>\n",
       "      <td>0.421416</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>33001</td>\n",
       "      <td>60 3 2015 02 01 432 437</td>\n",
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       "      <td>0.173913</td>\n",
       "      <td>0.173913</td>\n",
       "      <td>0.574638</td>\n",
       "      <td>0.574638</td>\n",
       "      <td>0.574638</td>\n",
       "      <td>0.195652</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-2.201634</td>\n",
       "      <td>0.466252</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>0.173913</td>\n",
       "      <td>0.086957</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.086957</td>\n",
       "      <td>1.860777e-01</td>\n",
       "      <td>0.654602</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.696970</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.173913</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.217391</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>33001</td>\n",
       "      <td>3870</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>3.410814e-01</td>\n",
       "      <td>0.802882</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>33001</td>\n",
       "      <td>2620 5</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.455556</td>\n",
       "      <td>0.455556</td>\n",
       "      <td>0.455556</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>-3.321928</td>\n",
       "      <td>0.182574</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>1.259948e-01</td>\n",
       "      <td>0.648913</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>33001</td>\n",
       "      <td>33001</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>5.857864e-01</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.958333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>33001</td>\n",
       "      <td>33001 680</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.911111</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.847997</td>\n",
       "      <td>0.745356</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>3.252622e-01</td>\n",
       "      <td>0.783036</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>33001</td>\n",
       "      <td>2620</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>-3.000000</td>\n",
       "      <td>0.223607</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.781836e-01</td>\n",
       "      <td>0.723561</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>33001</td>\n",
       "      <td>2017 313 2017</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.499145</td>\n",
       "      <td>0.499145</td>\n",
       "      <td>0.499145</td>\n",
       "      <td>0.346154</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-1.378512</td>\n",
       "      <td>0.620174</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>2.713703e-01</td>\n",
       "      <td>0.724767</td>\n",
       "      <td>0.709677</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.411765</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>33001</td>\n",
       "      <td>60 3 2015 432 437</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.595098</td>\n",
       "      <td>0.595098</td>\n",
       "      <td>0.595098</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-1.765535</td>\n",
       "      <td>0.542326</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>1.941102e-01</td>\n",
       "      <td>0.646157</td>\n",
       "      <td>0.628571</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>33001</td>\n",
       "      <td>285 1963</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.441667</td>\n",
       "      <td>0.441667</td>\n",
       "      <td>0.441667</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.459432</td>\n",
       "      <td>0.316228</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>1.584936e-01</td>\n",
       "      <td>0.623735</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>33001</td>\n",
       "      <td>6</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.110223e-16</td>\n",
       "      <td>0.239353</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>33001</td>\n",
       "      <td>5 19</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>-3.000000</td>\n",
       "      <td>0.223607</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.464466e-01</td>\n",
       "      <td>0.672890</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>33001</td>\n",
       "      <td>8008</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>2.163884e-01</td>\n",
       "      <td>0.668273</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>33001</td>\n",
       "      <td>26 2000 26 2000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-3.169925</td>\n",
       "      <td>0.230940</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>1.362967e-01</td>\n",
       "      <td>0.736175</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>33001</td>\n",
       "      <td>1 1</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.781836e-01</td>\n",
       "      <td>0.608497</td>\n",
       "      <td>0.791667</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>33001</td>\n",
       "      <td>912 912</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.447619</td>\n",
       "      <td>0.447619</td>\n",
       "      <td>0.447619</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>-3.459432</td>\n",
       "      <td>0.169031</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>1.301182e-01</td>\n",
       "      <td>0.660998</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>33001</td>\n",
       "      <td>8008 8008</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.540741</td>\n",
       "      <td>0.540741</td>\n",
       "      <td>0.540741</td>\n",
       "      <td>0.388889</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.298142</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-0.166667</td>\n",
       "      <td>1.929448e-01</td>\n",
       "      <td>0.764830</td>\n",
       "      <td>0.740741</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>33001</td>\n",
       "      <td>5</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.110223e-16</td>\n",
       "      <td>0.239353</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>33001</td>\n",
       "      <td>2620 2620</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.437037</td>\n",
       "      <td>0.437037</td>\n",
       "      <td>0.437037</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.298142</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>1.421356e-01</td>\n",
       "      <td>0.697928</td>\n",
       "      <td>0.758621</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>33001</td>\n",
       "      <td>7 7</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.110223e-16</td>\n",
       "      <td>0.471950</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>33001</td>\n",
       "      <td>285 285 1963</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.427778</td>\n",
       "      <td>0.427778</td>\n",
       "      <td>0.427778</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>-2.906891</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>1.313004e-01</td>\n",
       "      <td>0.596775</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>33001</td>\n",
       "      <td>23 23 1863 23</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.610256</td>\n",
       "      <td>0.610256</td>\n",
       "      <td>0.610256</td>\n",
       "      <td>0.269231</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.372104</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>1.831866e-01</td>\n",
       "      <td>0.691132</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>33001</td>\n",
       "      <td>313 2017</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.683333</td>\n",
       "      <td>0.683333</td>\n",
       "      <td>0.683333</td>\n",
       "      <td>0.562500</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>-1.169925</td>\n",
       "      <td>0.632456</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>3.211212e-01</td>\n",
       "      <td>0.762398</td>\n",
       "      <td>0.785714</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>33001</td>\n",
       "      <td>19</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.316228</td>\n",
       "      <td>0.02</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.530097e-01</td>\n",
       "      <td>0.623220</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>33001</td>\n",
       "      <td>56</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>1.110223e-16</td>\n",
       "      <td>0.509928</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     str1                     str2   Hamming  MLIPNS  Levenshtein  \\\n",
       "50  33001  28 10 2013 10 2421 2431  0.000000     0.0     0.130435   \n",
       "19  33001            27 597 27 597  0.000000     0.0     0.000000   \n",
       "48  33001                      5 5  0.000000     0.0     0.000000   \n",
       "31  33001                      4 4  0.000000     0.0     0.000000   \n",
       "2   33001                       57  0.000000     0.0     0.000000   \n",
       "45  33001                        3  0.200000     0.0     0.200000   \n",
       "52  33001  60 3 2015 02 01 432 437  0.000000     0.0     0.173913   \n",
       "54  33001                     3870  0.400000     0.0     0.400000   \n",
       "39  33001                   2620 5  0.166667     0.0     0.166667   \n",
       "44  33001                    33001  1.000000     1.0     1.000000   \n",
       "43  33001                33001 680  0.555556     0.0     0.555556   \n",
       "7   33001                     2620  0.200000     0.0     0.200000   \n",
       "61  33001            2017 313 2017  0.000000     0.0     0.307692   \n",
       "51  33001        60 3 2015 432 437  0.000000     0.0     0.176471   \n",
       "29  33001                 285 1963  0.125000     0.0     0.125000   \n",
       "56  33001                        6  0.000000     0.0     0.000000   \n",
       "22  33001                     5 19  0.000000     0.0     0.000000   \n",
       "17  33001                     8008  0.200000     0.0     0.400000   \n",
       "41  33001          26 2000 26 2000  0.000000     0.0     0.133333   \n",
       "33  33001                      1 1  0.000000     0.0     0.200000   \n",
       "16  33001                  912 912  0.000000     0.0     0.142857   \n",
       "18  33001                8008 8008  0.111111     0.0     0.222222   \n",
       "24  33001                        5  0.000000     0.0     0.000000   \n",
       "8   33001                2620 2620  0.111111     0.0     0.111111   \n",
       "25  33001                      7 7  0.000000     0.0     0.000000   \n",
       "27  33001             285 285 1963  0.000000     0.0     0.083333   \n",
       "57  33001            23 23 1863 23  0.076923     0.0     0.153846   \n",
       "62  33001                 313 2017  0.125000     0.0     0.500000   \n",
       "23  33001                       19  0.000000     0.0     0.000000   \n",
       "42  33001                       56  0.000000     0.0     0.000000   \n",
       "\n",
       "    DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch  \\\n",
       "50            0.130435  0.574638     0.574638  0.574638         0.173913   \n",
       "19            0.000000  0.000000     0.000000  0.000000         0.192308   \n",
       "48            0.000000  0.000000     0.000000  0.000000         0.300000   \n",
       "31            0.000000  0.000000     0.000000  0.000000         0.300000   \n",
       "2             0.000000  0.000000     0.000000  0.000000         0.200000   \n",
       "45            0.200000  0.733333     0.733333  0.733333         0.200000   \n",
       "52            0.173913  0.574638     0.574638  0.574638         0.195652   \n",
       "54            0.400000  0.633333     0.633333  0.633333         0.600000   \n",
       "39            0.166667  0.455556     0.455556  0.455556         0.500000   \n",
       "44            1.000000  1.000000     1.000000  1.000000         1.000000   \n",
       "43            0.555556  0.851852     0.911111  0.851852         0.555556   \n",
       "7             0.200000  0.483333     0.483333  0.483333         0.500000   \n",
       "61            0.307692  0.499145     0.499145  0.499145         0.346154   \n",
       "51            0.176471  0.595098     0.595098  0.595098         0.235294   \n",
       "29            0.125000  0.441667     0.441667  0.441667         0.375000   \n",
       "56            0.000000  0.000000     0.000000  0.000000         0.100000   \n",
       "22            0.200000  0.000000     0.000000  0.000000         0.400000   \n",
       "17            0.400000  0.633333     0.633333  0.633333         0.600000   \n",
       "41            0.200000  0.511111     0.511111  0.511111         0.233333   \n",
       "33            0.200000  0.000000     0.000000  0.000000         0.400000   \n",
       "16            0.142857  0.447619     0.447619  0.447619         0.428571   \n",
       "18            0.333333  0.540741     0.540741  0.540741         0.388889   \n",
       "24            0.000000  0.000000     0.000000  0.000000         0.100000   \n",
       "8             0.111111  0.437037     0.437037  0.437037         0.333333   \n",
       "25            0.000000  0.000000     0.000000  0.000000         0.300000   \n",
       "27            0.083333  0.427778     0.427778  0.427778         0.250000   \n",
       "57            0.230769  0.610256     0.610256  0.610256         0.269231   \n",
       "62            0.500000  0.683333     0.683333  0.683333         0.562500   \n",
       "23            0.200000  0.000000     0.000000  0.000000         0.200000   \n",
       "42            0.000000  0.000000     0.000000  0.000000         0.200000   \n",
       "\n",
       "    SmithWaterman   Jaccard  Sorensen   Tversky   Overlap  Tanimoto    Cosine  \\\n",
       "50       0.200000  0.217391  0.357143  0.217391  1.000000 -2.201634  0.466252   \n",
       "19       0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "48       0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "31       0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "2        0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "45       0.000000  0.200000  0.333333  0.200000  1.000000 -2.321928  0.447214   \n",
       "52       0.000000  0.217391  0.357143  0.217391  1.000000 -2.201634  0.466252   \n",
       "54       0.250000  0.285714  0.444444  0.285714  0.500000 -1.807355  0.447214   \n",
       "39       0.200000  0.100000  0.181818  0.100000  0.200000 -3.321928  0.182574   \n",
       "44       1.000000  1.000000  1.000000  1.000000  1.000000  0.000000  1.000000   \n",
       "43       0.200000  0.555556  0.714286  0.555556  1.000000 -0.847997  0.745356   \n",
       "7        0.000000  0.125000  0.222222  0.125000  0.250000 -3.000000  0.223607   \n",
       "61       0.400000  0.384615  0.555556  0.384615  1.000000 -1.378512  0.620174   \n",
       "51       0.000000  0.294118  0.454545  0.294118  1.000000 -1.765535  0.542326   \n",
       "29       0.000000  0.181818  0.307692  0.181818  0.400000 -2.459432  0.316228   \n",
       "56       0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "22       0.000000  0.125000  0.222222  0.125000  0.250000 -3.000000  0.223607   \n",
       "17       0.500000  0.285714  0.444444  0.285714  0.500000 -1.807355  0.447214   \n",
       "41       0.400000  0.111111  0.200000  0.111111  0.400000 -3.169925  0.230940   \n",
       "33       0.333333  0.142857  0.250000  0.142857  0.333333 -2.807355  0.258199   \n",
       "16       0.000000  0.090909  0.166667  0.090909  0.200000 -3.459432  0.169031   \n",
       "18       0.400000  0.166667  0.285714  0.166667  0.400000 -2.584963  0.298142   \n",
       "24       0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "8        0.000000  0.166667  0.285714  0.166667  0.400000 -2.584963  0.298142   \n",
       "25       0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "27       0.000000  0.133333  0.235294  0.133333  0.400000 -2.906891  0.258199   \n",
       "57       0.200000  0.200000  0.333333  0.200000  0.600000 -2.321928  0.372104   \n",
       "62       0.400000  0.444444  0.615385  0.444444  0.800000 -1.169925  0.632456   \n",
       "23       0.000000  0.166667  0.285714  0.166667  0.500000 -2.584963  0.316228   \n",
       "42       0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "\n",
       "    MongeElkan       Bag    LCSSeq    LCSStr  RatcliffObershelp    RLENCD  \\\n",
       "50        0.10  0.217391  0.130435  0.086957           0.214286  0.000000   \n",
       "19        0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "48        0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "31        0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "2         0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "45        0.04  0.200000  0.200000  0.200000           0.333333  0.200000   \n",
       "52        0.10  0.217391  0.173913  0.086957           0.214286  0.000000   \n",
       "54        0.08  0.400000  0.400000  0.200000           0.444444  0.000000   \n",
       "39        0.04  0.166667  0.166667  0.166667           0.181818  0.000000   \n",
       "44        1.00  1.000000  1.000000  1.000000           1.000000  0.000000   \n",
       "43        0.10  0.555556  0.555556  0.555556           0.714286  0.000000   \n",
       "7         0.04  0.200000  0.200000  0.200000           0.222222  0.000000   \n",
       "61        0.10  0.384615  0.307692  0.153846           0.222222  0.000000   \n",
       "51        0.10  0.294118  0.176471  0.117647           0.272727  0.000000   \n",
       "29        0.06  0.250000  0.125000  0.125000           0.153846  0.125000   \n",
       "56        0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "22        0.02  0.200000  0.200000  0.200000           0.222222  0.000000   \n",
       "17        0.04  0.400000  0.400000  0.400000           0.444444  0.000000   \n",
       "41        0.04  0.133333  0.133333  0.133333           0.200000  0.000000   \n",
       "33        0.02  0.200000  0.200000  0.200000           0.250000  0.000000   \n",
       "16        0.02  0.142857  0.142857  0.142857           0.166667  0.000000   \n",
       "18        0.04  0.222222  0.222222  0.222222           0.285714  0.000000   \n",
       "24        0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "8         0.04  0.222222  0.222222  0.111111           0.285714  0.000000   \n",
       "25        0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "27        0.06  0.166667  0.083333  0.083333           0.117647  0.083333   \n",
       "57        0.06  0.230769  0.230769  0.076923           0.333333  0.076923   \n",
       "62        0.10  0.500000  0.500000  0.250000           0.615385  0.000000   \n",
       "23        0.02  0.200000  0.200000  0.200000           0.285714  0.000000   \n",
       "42        0.00  0.000000  0.000000  0.000000           0.000000  0.000000   \n",
       "\n",
       "    BWTRLENCD       SqrtNCD  EntropyNCD    BZ2NCD   LZMANCD   ZLIBNCD  \\\n",
       "50   0.045455  2.058250e-01    0.688456  0.617647  0.636364  0.250000   \n",
       "19   0.083333 -2.220446e-16    0.575218  0.655172  0.793103  0.466667   \n",
       "48   0.166667  1.110223e-16    0.471950  0.833333  0.920000  0.545455   \n",
       "31   0.166667  1.110223e-16    0.471950  0.833333  0.920000  0.545455   \n",
       "2    0.166667  1.110223e-16    0.509928  0.833333  0.920000  0.545455   \n",
       "45   0.166667  1.781836e-01    0.421416  0.916667  0.920000  0.545455   \n",
       "52   0.086957  1.860777e-01    0.654602  0.567568  0.696970  0.222222   \n",
       "54   0.166667  3.410814e-01    0.802882  0.880000  0.840000  0.545455   \n",
       "39   0.142857  1.259948e-01    0.648913  0.777778  0.920000  0.500000   \n",
       "44   0.500000  5.857864e-01    1.000000  0.958333  0.920000  0.818182   \n",
       "43   0.300000  3.252622e-01    0.783036  0.750000  0.851852  0.600000   \n",
       "7    0.166667  1.781836e-01    0.723561  0.875000  0.840000  0.545455   \n",
       "61   0.071429  2.713703e-01    0.724767  0.709677  0.793103  0.411765   \n",
       "51   0.111111  1.941102e-01    0.646157  0.628571  0.741935  0.285714   \n",
       "29   0.111111  1.584936e-01    0.623735  0.700000  0.840000  0.428571   \n",
       "56   0.166667  1.110223e-16    0.239353  0.833333  0.920000  0.545455   \n",
       "22   0.166667  1.464466e-01    0.672890  0.851852  0.840000  0.545455   \n",
       "17   0.333333  2.163884e-01    0.668273  0.875000  0.840000  0.545455   \n",
       "41   0.083333  1.362967e-01    0.736175  0.741935  0.741935  0.437500   \n",
       "33   0.166667  1.781836e-01    0.608497  0.791667  0.920000  0.545455   \n",
       "16   0.125000  1.301182e-01    0.660998  0.750000  0.920000  0.615385   \n",
       "18  -0.166667  1.929448e-01    0.764830  0.740741  0.851852  0.538462   \n",
       "24   0.166667  1.110223e-16    0.239353  0.833333  0.920000  0.545455   \n",
       "8    0.100000  1.421356e-01    0.697928  0.758621  0.851852  0.538462   \n",
       "25   0.166667  1.110223e-16    0.471950  0.833333  0.920000  0.545455   \n",
       "27   0.076923  1.313004e-01    0.596775  0.687500  0.777778  0.437500   \n",
       "57   0.181818  1.831866e-01    0.691132  0.700000  0.793103  0.437500   \n",
       "62   0.111111  3.211212e-01    0.762398  0.785714  0.840000  0.428571   \n",
       "23   0.166667  1.530097e-01    0.623220  0.833333  0.920000  0.545455   \n",
       "42   0.166667  1.110223e-16    0.509928  0.833333  0.920000  0.545455   \n",
       "\n",
       "         MRA    Editex    Prefix   Postfix    Length  Identity  Matrix  \n",
       "50  0.000000  0.130435  0.000000  0.043478  0.217391       0.0     0.0  \n",
       "19  0.000000  0.000000  0.000000  0.000000  0.384615       0.0     0.0  \n",
       "48  0.000000  0.400000  0.000000  0.000000  0.600000       0.0     0.0  \n",
       "31  0.000000  0.400000  0.000000  0.000000  0.600000       0.0     0.0  \n",
       "2   0.000000  0.400000  0.000000  0.000000  0.400000       0.0     0.0  \n",
       "45  0.333333  0.600000  0.200000  0.000000  0.200000       0.0     0.0  \n",
       "52  0.000000  0.173913  0.000000  0.000000  0.217391       0.0     0.0  \n",
       "54  0.250000  0.400000  0.200000  0.000000  0.800000       0.0     0.0  \n",
       "39  0.000000  0.166667  0.000000  0.000000  0.833333       0.0     0.0  \n",
       "44  1.000000  1.000000  1.000000  1.000000  1.000000       1.0     1.0  \n",
       "43  0.000000  0.555556  0.555556  0.000000  0.555556       0.0     0.0  \n",
       "7   0.000000  0.200000  0.000000  0.000000  0.800000       0.0     0.0  \n",
       "61  0.000000  0.307692  0.000000  0.000000  0.384615       0.0     0.0  \n",
       "51  0.000000  0.176471  0.000000  0.000000  0.294118       0.0     0.0  \n",
       "29  0.000000  0.125000  0.000000  0.000000  0.625000       0.0     0.0  \n",
       "56  0.000000  0.400000  0.000000  0.000000  0.200000       0.0     0.0  \n",
       "22  0.250000  0.400000  0.000000  0.000000  0.800000       0.0     0.0  \n",
       "17  0.333333  0.600000  0.000000  0.000000  0.800000       0.0     0.0  \n",
       "41  0.000000  0.333333  0.000000  0.000000  0.333333       0.0     0.0  \n",
       "33  0.333333  0.600000  0.000000  0.200000  0.600000       0.0     0.0  \n",
       "16  0.000000  0.142857  0.000000  0.000000  0.714286       0.0     0.0  \n",
       "18  0.000000  0.444444  0.000000  0.000000  0.555556       0.0     0.0  \n",
       "24  0.000000  0.400000  0.000000  0.000000  0.200000       0.0     0.0  \n",
       "8   0.000000  0.111111  0.000000  0.000000  0.555556       0.0     0.0  \n",
       "25  0.000000  0.400000  0.000000  0.000000  0.600000       0.0     0.0  \n",
       "27  0.000000  0.083333  0.000000  0.000000  0.416667       0.0     0.0  \n",
       "57  0.000000  0.230769  0.000000  0.000000  0.384615       0.0     0.0  \n",
       "62  0.000000  0.500000  0.125000  0.000000  0.625000       0.0     0.0  \n",
       "23  0.000000  0.400000  0.000000  0.000000  0.400000       0.0     0.0  \n",
       "42  0.000000  0.400000  0.000000  0.000000  0.400000       0.0     0.0  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'part_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### person"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Attribute $\\texttt{person}$ consists of three different representations of data, see chapter [Data Analysis](./1_DataAnalysis.ipynb). The similarity metric may be sensitive, depending on the kind of representation. All three representations will be investigated below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "person_100\n",
      "**********\n",
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.863636</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>frischmax</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.506944</td>\n",
       "      <td>0.506944</td>\n",
       "      <td>0.541667</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.874469</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.011719</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.183852</td>\n",
       "      <td>0.817065</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.562500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>gläser-zikudamichaela</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.646194</td>\n",
       "      <td>0.646194</td>\n",
       "      <td>0.657206</td>\n",
       "      <td>0.547619</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.423077</td>\n",
       "      <td>0.594595</td>\n",
       "      <td>0.423077</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>-1.241008</td>\n",
       "      <td>0.600099</td>\n",
       "      <td>0.023438</td>\n",
       "      <td>0.523810</td>\n",
       "      <td>0.380952</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.432432</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.288893</td>\n",
       "      <td>0.800673</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.404762</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.761905</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>schneiderreto u.</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.472222</td>\n",
       "      <td>0.472222</td>\n",
       "      <td>0.509722</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>-2.115477</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.215357</td>\n",
       "      <td>0.792543</td>\n",
       "      <td>0.540541</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.281250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>dufourguillaume henri</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.515542</td>\n",
       "      <td>0.515542</td>\n",
       "      <td>0.559590</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.370370</td>\n",
       "      <td>0.540541</td>\n",
       "      <td>0.370370</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>-1.432959</td>\n",
       "      <td>0.545545</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.476190</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.340648</td>\n",
       "      <td>0.825525</td>\n",
       "      <td>0.585366</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.259259</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.761905</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>levinejamesdir.</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.609722</td>\n",
       "      <td>0.609722</td>\n",
       "      <td>0.622639</td>\n",
       "      <td>0.531250</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.476190</td>\n",
       "      <td>0.645161</td>\n",
       "      <td>0.476190</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.070389</td>\n",
       "      <td>0.645497</td>\n",
       "      <td>0.029297</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.387097</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.387668</td>\n",
       "      <td>0.867822</td>\n",
       "      <td>0.631579</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.937500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>bruchjulia</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.384722</td>\n",
       "      <td>0.384722</td>\n",
       "      <td>0.449722</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>-2.938599</td>\n",
       "      <td>0.237171</td>\n",
       "      <td>0.011719</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.183852</td>\n",
       "      <td>0.809601</td>\n",
       "      <td>0.656250</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.343750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>austenjane</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.602778</td>\n",
       "      <td>0.602778</td>\n",
       "      <td>0.635278</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>-1.736966</td>\n",
       "      <td>0.474342</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.256025</td>\n",
       "      <td>0.891021</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>binderheidy</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.529040</td>\n",
       "      <td>0.529040</td>\n",
       "      <td>0.544381</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.452267</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.292758</td>\n",
       "      <td>0.881000</td>\n",
       "      <td>0.593750</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>rosoffmeg</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.395833</td>\n",
       "      <td>0.395833</td>\n",
       "      <td>0.447917</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.874469</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.009766</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.174993</td>\n",
       "      <td>0.817973</td>\n",
       "      <td>0.656250</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.281250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.562500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>spinathbirgit</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.519231</td>\n",
       "      <td>0.519231</td>\n",
       "      <td>0.533173</td>\n",
       "      <td>0.468750</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.344828</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>-2.263034</td>\n",
       "      <td>0.346688</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.206897</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.268428</td>\n",
       "      <td>0.832827</td>\n",
       "      <td>0.656250</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.343750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>fluryandreas</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.509722</td>\n",
       "      <td>0.509722</td>\n",
       "      <td>0.568056</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-1.874469</td>\n",
       "      <td>0.433013</td>\n",
       "      <td>0.023438</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.328888</td>\n",
       "      <td>0.852756</td>\n",
       "      <td>0.656250</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>trappehans-joachim</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.458333</td>\n",
       "      <td>0.458333</td>\n",
       "      <td>0.505556</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.259259</td>\n",
       "      <td>0.411765</td>\n",
       "      <td>0.259259</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>-1.947533</td>\n",
       "      <td>0.412479</td>\n",
       "      <td>0.025391</td>\n",
       "      <td>0.388889</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.242830</td>\n",
       "      <td>0.795544</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.305556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>basuandreas</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.529040</td>\n",
       "      <td>0.529040</td>\n",
       "      <td>0.544381</td>\n",
       "      <td>0.468750</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>-1.807355</td>\n",
       "      <td>0.452267</td>\n",
       "      <td>0.021484</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.296296</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.284638</td>\n",
       "      <td>0.882636</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.406250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>crescenzipietro de'</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.157895</td>\n",
       "      <td>0.459117</td>\n",
       "      <td>0.459117</td>\n",
       "      <td>0.493656</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.401478</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.368421</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.214165</td>\n",
       "      <td>0.796143</td>\n",
       "      <td>0.512195</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.289474</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.842105</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>steinerrudolf</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.556624</td>\n",
       "      <td>0.556624</td>\n",
       "      <td>0.598451</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.260870</td>\n",
       "      <td>0.413793</td>\n",
       "      <td>0.260870</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>-1.938599</td>\n",
       "      <td>0.416025</td>\n",
       "      <td>0.021484</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.344828</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.298253</td>\n",
       "      <td>0.831118</td>\n",
       "      <td>0.647059</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.406250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>moriartyliane</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.566346</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.380952</td>\n",
       "      <td>0.551724</td>\n",
       "      <td>0.380952</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>-1.392317</td>\n",
       "      <td>0.554700</td>\n",
       "      <td>0.027344</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.275862</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.391917</td>\n",
       "      <td>0.877785</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.406250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>broderursula</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.361111</td>\n",
       "      <td>0.361111</td>\n",
       "      <td>0.404861</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.288675</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.242287</td>\n",
       "      <td>0.822469</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>schlöndorffvolker</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.411765</td>\n",
       "      <td>0.411765</td>\n",
       "      <td>0.472426</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>-2.857981</td>\n",
       "      <td>0.242536</td>\n",
       "      <td>0.017578</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.188576</td>\n",
       "      <td>0.766440</td>\n",
       "      <td>0.439024</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.941176</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>mozartwolfgang amadeus</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.509049</td>\n",
       "      <td>0.509049</td>\n",
       "      <td>0.563026</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.310345</td>\n",
       "      <td>0.473684</td>\n",
       "      <td>0.310345</td>\n",
       "      <td>0.562500</td>\n",
       "      <td>-1.688056</td>\n",
       "      <td>0.479702</td>\n",
       "      <td>0.027344</td>\n",
       "      <td>0.409091</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.280561</td>\n",
       "      <td>0.798195</td>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.295455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>käserbeatrice</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.565705</td>\n",
       "      <td>0.565705</td>\n",
       "      <td>0.579647</td>\n",
       "      <td>0.468750</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.344828</td>\n",
       "      <td>0.208333</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>-2.263034</td>\n",
       "      <td>0.346688</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.206897</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.217905</td>\n",
       "      <td>0.818727</td>\n",
       "      <td>0.512821</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td></td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.264506</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.310345</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>jacquetluc</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.384722</td>\n",
       "      <td>0.384722</td>\n",
       "      <td>0.449722</td>\n",
       "      <td>0.343750</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>-2.938599</td>\n",
       "      <td>0.237171</td>\n",
       "      <td>0.013672</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.188438</td>\n",
       "      <td>0.824313</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>petrarcafrancesco</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.520425</td>\n",
       "      <td>0.520425</td>\n",
       "      <td>0.556822</td>\n",
       "      <td>0.558824</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.363803</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.352941</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.213217</td>\n",
       "      <td>0.820524</td>\n",
       "      <td>0.588235</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.304348</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.382353</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.941176</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>kesslersigrid</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.501068</td>\n",
       "      <td>0.501068</td>\n",
       "      <td>0.501068</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.482759</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>-1.652077</td>\n",
       "      <td>0.485363</td>\n",
       "      <td>0.015625</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.275862</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.321372</td>\n",
       "      <td>0.865355</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.812500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>schusterhans-peter</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.407407</td>\n",
       "      <td>0.407407</td>\n",
       "      <td>0.442824</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.172414</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.172414</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>-2.536053</td>\n",
       "      <td>0.294628</td>\n",
       "      <td>0.019531</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.183165</td>\n",
       "      <td>0.791388</td>\n",
       "      <td>0.578947</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>eigenmanndaniela</td>\n",
       "      <td>voltaire</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.409722</td>\n",
       "      <td>0.409722</td>\n",
       "      <td>0.447222</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.353553</td>\n",
       "      <td>0.017578</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.251147</td>\n",
       "      <td>0.869283</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.406250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                str1                    str2   Hamming  MLIPNS  Levenshtein  \\\n",
       "24  eigenmanndaniela        eigenmanndaniela  1.000000     1.0     1.000000   \n",
       "8   eigenmanndaniela               frischmax  0.000000     0.0     0.125000   \n",
       "5   eigenmanndaniela   gläser-zikudamichaela  0.000000     0.0     0.333333   \n",
       "26  eigenmanndaniela        schneiderreto u.  0.000000     0.0     0.000000   \n",
       "21  eigenmanndaniela   dufourguillaume henri  0.000000     0.0     0.095238   \n",
       "1   eigenmanndaniela         levinejamesdir.  0.125000     0.0     0.187500   \n",
       "19  eigenmanndaniela              bruchjulia  0.000000     0.0     0.125000   \n",
       "0   eigenmanndaniela              austenjane  0.062500     0.0     0.250000   \n",
       "12  eigenmanndaniela             binderheidy  0.125000     0.0     0.187500   \n",
       "17  eigenmanndaniela               rosoffmeg  0.000000     0.0     0.062500   \n",
       "20  eigenmanndaniela           spinathbirgit  0.000000     0.0     0.125000   \n",
       "3   eigenmanndaniela            fluryandreas  0.062500     0.0     0.250000   \n",
       "18  eigenmanndaniela      trappehans-joachim  0.055556     0.0     0.111111   \n",
       "9   eigenmanndaniela             basuandreas  0.000000     0.0     0.250000   \n",
       "10  eigenmanndaniela     crescenzipietro de'  0.000000     0.0     0.157895   \n",
       "14  eigenmanndaniela           steinerrudolf  0.125000     0.0     0.187500   \n",
       "25  eigenmanndaniela           moriartyliane  0.125000     0.0     0.187500   \n",
       "23  eigenmanndaniela            broderursula  0.000000     0.0     0.125000   \n",
       "15  eigenmanndaniela       schlöndorffvolker  0.000000     0.0     0.058824   \n",
       "2   eigenmanndaniela  mozartwolfgang amadeus  0.045455     0.0     0.181818   \n",
       "6   eigenmanndaniela           käserbeatrice  0.062500     0.0     0.125000   \n",
       "4   eigenmanndaniela                          0.000000     0.0     0.000000   \n",
       "7   eigenmanndaniela              jacquetluc  0.000000     0.0     0.062500   \n",
       "22  eigenmanndaniela       petrarcafrancesco  0.176471     0.0     0.235294   \n",
       "13  eigenmanndaniela           kesslersigrid  0.000000     0.0     0.062500   \n",
       "16  eigenmanndaniela      schusterhans-peter  0.000000     0.0     0.166667   \n",
       "11  eigenmanndaniela                voltaire  0.000000     0.0     0.125000   \n",
       "\n",
       "    DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch  \\\n",
       "24            1.000000  1.000000     1.000000  1.000000         1.000000   \n",
       "8             0.125000  0.506944     0.506944  0.541667         0.312500   \n",
       "5             0.333333  0.646194     0.646194  0.657206         0.547619   \n",
       "26            0.062500  0.472222     0.472222  0.509722         0.500000   \n",
       "21            0.142857  0.515542     0.515542  0.559590         0.428571   \n",
       "1             0.250000  0.609722     0.609722  0.622639         0.531250   \n",
       "19            0.125000  0.384722     0.384722  0.449722         0.375000   \n",
       "0             0.250000  0.602778     0.602778  0.635278         0.437500   \n",
       "12            0.250000  0.529040     0.529040  0.544381         0.437500   \n",
       "17            0.062500  0.395833     0.395833  0.447917         0.312500   \n",
       "20            0.187500  0.519231     0.519231  0.533173         0.468750   \n",
       "3             0.312500  0.509722     0.509722  0.568056         0.500000   \n",
       "18            0.111111  0.458333     0.458333  0.505556         0.500000   \n",
       "9             0.312500  0.529040     0.529040  0.544381         0.468750   \n",
       "10            0.157895  0.459117     0.459117  0.493656         0.500000   \n",
       "14            0.250000  0.556624     0.556624  0.598451         0.500000   \n",
       "25            0.187500  0.538462     0.538462  0.566346         0.500000   \n",
       "23            0.125000  0.361111     0.361111  0.404861         0.437500   \n",
       "15            0.058824  0.411765     0.411765  0.472426         0.500000   \n",
       "2             0.181818  0.509049     0.509049  0.563026         0.454545   \n",
       "6             0.187500  0.565705     0.565705  0.579647         0.468750   \n",
       "4             0.000000  0.000000     0.000000  0.000000         0.000000   \n",
       "7             0.125000  0.384722     0.384722  0.449722         0.343750   \n",
       "22            0.235294  0.520425     0.520425  0.556822         0.558824   \n",
       "13            0.125000  0.501068     0.501068  0.501068         0.437500   \n",
       "16            0.166667  0.407407     0.407407  0.442824         0.500000   \n",
       "11            0.187500  0.409722     0.409722  0.447222         0.312500   \n",
       "\n",
       "    SmithWaterman   Jaccard  Sorensen   Tversky   Overlap  Tanimoto    Cosine  \\\n",
       "24       1.000000  1.000000  1.000000  1.000000  1.000000  0.000000  1.000000   \n",
       "8        0.000000  0.136364  0.240000  0.136364  0.333333 -2.874469  0.250000   \n",
       "5        0.187500  0.423077  0.594595  0.423077  0.687500 -1.241008  0.600099   \n",
       "26       0.000000  0.230769  0.375000  0.230769  0.375000 -2.115477  0.375000   \n",
       "21       0.062500  0.370370  0.540541  0.370370  0.625000 -1.432959  0.545545   \n",
       "1        0.066667  0.476190  0.645161  0.476190  0.666667 -1.070389  0.645497   \n",
       "19       0.100000  0.130435  0.230769  0.130435  0.300000 -2.938599  0.237171   \n",
       "0        0.200000  0.300000  0.461538  0.300000  0.600000 -1.736966  0.474342   \n",
       "12       0.181818  0.285714  0.444444  0.285714  0.545455 -1.807355  0.452267   \n",
       "17       0.000000  0.136364  0.240000  0.136364  0.333333 -2.874469  0.250000   \n",
       "20       0.076923  0.208333  0.344828  0.208333  0.384615 -2.263034  0.346688   \n",
       "3        0.166667  0.272727  0.428571  0.272727  0.500000 -1.874469  0.433013   \n",
       "18       0.062500  0.259259  0.411765  0.259259  0.437500 -1.947533  0.412479   \n",
       "9        0.181818  0.285714  0.444444  0.285714  0.545455 -1.807355  0.452267   \n",
       "10       0.125000  0.250000  0.400000  0.250000  0.437500 -2.000000  0.401478   \n",
       "14       0.153846  0.260870  0.413793  0.260870  0.461538 -1.938599  0.416025   \n",
       "25       0.076923  0.380952  0.551724  0.380952  0.615385 -1.392317  0.554700   \n",
       "23       0.166667  0.166667  0.285714  0.166667  0.333333 -2.584963  0.288675   \n",
       "15       0.062500  0.137931  0.242424  0.137931  0.250000 -2.857981  0.242536   \n",
       "2        0.187500  0.310345  0.473684  0.310345  0.562500 -1.688056  0.479702   \n",
       "6        0.076923  0.208333  0.344828  0.208333  0.384615 -2.263034  0.346688   \n",
       "4        0.000000  0.000000  0.000000  0.000000  0.000000      -inf  0.000000   \n",
       "7        0.000000  0.130435  0.230769  0.130435  0.300000 -2.938599  0.237171   \n",
       "22       0.187500  0.222222  0.363636  0.222222  0.375000 -2.169925  0.363803   \n",
       "13       0.000000  0.318182  0.482759  0.318182  0.538462 -1.652077  0.485363   \n",
       "16       0.187500  0.172414  0.294118  0.172414  0.312500 -2.536053  0.294628   \n",
       "11       0.000000  0.200000  0.333333  0.200000  0.500000 -2.321928  0.353553   \n",
       "\n",
       "    MongeElkan       Bag    LCSSeq    LCSStr  RatcliffObershelp  RLENCD  \\\n",
       "24    1.000000  1.000000  1.000000  1.000000           1.000000     0.0   \n",
       "8     0.011719  0.187500  0.187500  0.125000           0.240000     0.0   \n",
       "5     0.023438  0.523810  0.380952  0.142857           0.432432     0.0   \n",
       "26    0.019531  0.375000  0.250000  0.125000           0.250000     0.0   \n",
       "21    0.031250  0.476190  0.190476  0.095238           0.216216     0.0   \n",
       "1     0.029297  0.625000  0.375000  0.062500           0.387097     0.0   \n",
       "19    0.011719  0.187500  0.125000  0.062500           0.153846     0.0   \n",
       "0     0.019531  0.375000  0.312500  0.125000           0.384615     0.0   \n",
       "12    0.019531  0.375000  0.250000  0.125000           0.222222     0.0   \n",
       "17    0.009766  0.187500  0.125000  0.062500           0.160000     0.0   \n",
       "20    0.019531  0.312500  0.250000  0.062500           0.206897     0.0   \n",
       "3     0.023438  0.375000  0.312500  0.125000           0.285714     0.0   \n",
       "18    0.025391  0.388889  0.277778  0.111111           0.294118     0.0   \n",
       "9     0.021484  0.375000  0.312500  0.125000           0.296296     0.0   \n",
       "10    0.019531  0.368421  0.263158  0.105263           0.285714     0.0   \n",
       "14    0.021484  0.375000  0.312500  0.125000           0.344828     0.0   \n",
       "25    0.027344  0.500000  0.312500  0.125000           0.275862     0.0   \n",
       "23    0.015625  0.250000  0.250000  0.125000           0.214286     0.0   \n",
       "15    0.017578  0.235294  0.176471  0.117647           0.181818     0.0   \n",
       "2     0.027344  0.409091  0.272727  0.090909           0.315789     0.0   \n",
       "6     0.015625  0.312500  0.312500  0.062500           0.206897     0.0   \n",
       "4     0.000000  0.000000  0.000000  0.000000           0.000000     0.0   \n",
       "7     0.013672  0.187500  0.187500  0.062500           0.153846     0.0   \n",
       "22    0.019531  0.352941  0.294118  0.117647           0.242424     0.0   \n",
       "13    0.015625  0.437500  0.250000  0.125000           0.275862     0.0   \n",
       "16    0.019531  0.277778  0.222222  0.111111           0.235294     0.0   \n",
       "11    0.017578  0.250000  0.187500  0.062500           0.083333     0.0   \n",
       "\n",
       "    BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD   LZMANCD   ZLIBNCD       MRA  \\\n",
       "24   0.294118  0.585786    1.000000  0.875000  0.793103  0.863636  1.000000   \n",
       "8    0.058824  0.183852    0.817065  0.687500  0.724138  0.272727  0.000000   \n",
       "5    0.045455  0.288893    0.800673  0.416667  0.636364  0.250000  0.166667   \n",
       "26   0.058824  0.215357    0.792543  0.540541  0.724138  0.272727  0.000000   \n",
       "21   0.045455  0.340648    0.825525  0.585366  0.636364  0.259259  0.166667   \n",
       "1    0.058824  0.387668    0.867822  0.631579  0.724138  0.272727  0.333333   \n",
       "19   0.058824  0.183852    0.809601  0.656250  0.724138  0.272727  0.166667   \n",
       "0    0.058824  0.256025    0.891021  0.625000  0.724138  0.272727  0.000000   \n",
       "12   0.058824  0.292758    0.881000  0.593750  0.724138  0.272727  0.000000   \n",
       "17   0.058824  0.174993    0.817973  0.656250  0.724138  0.272727  0.000000   \n",
       "20   0.058824  0.268428    0.832827  0.656250  0.724138  0.272727  0.166667   \n",
       "3    0.058824  0.328888    0.852756  0.656250  0.724138  0.272727  0.166667   \n",
       "18   0.052632  0.242830    0.795544  0.538462  0.677419  0.250000  0.000000   \n",
       "9    0.058824  0.284638    0.882636  0.625000  0.724138  0.272727  0.333333   \n",
       "10   0.050000  0.214165    0.796143  0.512195  0.677419  0.240000  0.000000   \n",
       "14   0.117647  0.298253    0.831118  0.647059  0.724138  0.272727  0.333333   \n",
       "25   0.058824  0.391917    0.877785  0.666667  0.724138  0.272727  0.000000   \n",
       "23   0.058824  0.242287    0.822469  0.636364  0.724138  0.272727  0.166667   \n",
       "15   0.055556  0.188576    0.766440  0.439024  0.677419  0.250000  0.000000   \n",
       "2    0.043478  0.280561    0.798195  0.522727  0.636364  0.214286  0.000000   \n",
       "6    0.058824  0.217905    0.818727  0.512821  0.724138  0.272727  0.000000   \n",
       "4    0.058824  0.000000    0.264506  0.000000  0.310345  0.272727  0.000000   \n",
       "7    0.058824  0.188438    0.824313  0.687500  0.724138  0.272727  0.000000   \n",
       "22   0.000000  0.213217    0.820524  0.588235  0.677419  0.304348  0.000000   \n",
       "13   0.058824  0.321372    0.865355  0.666667  0.724138  0.272727  0.000000   \n",
       "16   0.052632  0.183165    0.791388  0.578947  0.677419  0.272727  0.000000   \n",
       "11   0.058824  0.251147    0.869283  0.625000  0.724138  0.272727  0.000000   \n",
       "\n",
       "      Editex  Prefix   Postfix    Length  Identity  Matrix  \n",
       "24  1.000000     1.0  1.000000  1.000000       1.0     1.0  \n",
       "8   0.250000     0.0  0.000000  0.562500       0.0     0.0  \n",
       "5   0.404762     0.0  0.142857  0.761905       0.0     0.0  \n",
       "26  0.281250     0.0  0.000000  1.000000       0.0     0.0  \n",
       "21  0.357143     0.0  0.000000  0.761905       0.0     0.0  \n",
       "1   0.375000     0.0  0.000000  0.937500       0.0     0.0  \n",
       "19  0.343750     0.0  0.062500  0.625000       0.0     0.0  \n",
       "0   0.437500     0.0  0.000000  0.625000       0.0     0.0  \n",
       "12  0.375000     0.0  0.000000  0.687500       0.0     0.0  \n",
       "17  0.281250     0.0  0.000000  0.562500       0.0     0.0  \n",
       "20  0.343750     0.0  0.000000  0.812500       0.0     0.0  \n",
       "3   0.375000     0.0  0.000000  0.750000       0.0     0.0  \n",
       "18  0.305556     0.0  0.000000  0.888889       0.0     0.0  \n",
       "9   0.406250     0.0  0.000000  0.687500       0.0     0.0  \n",
       "10  0.289474     0.0  0.000000  0.842105       0.0     0.0  \n",
       "14  0.406250     0.0  0.000000  0.812500       0.0     0.0  \n",
       "25  0.406250     0.0  0.000000  0.812500       0.0     0.0  \n",
       "23  0.375000     0.0  0.125000  0.750000       0.0     0.0  \n",
       "15  0.294118     0.0  0.000000  0.941176       0.0     0.0  \n",
       "2   0.295455     0.0  0.000000  0.727273       0.0     0.0  \n",
       "6   0.312500     0.0  0.000000  0.812500       0.0     0.0  \n",
       "4   0.000000     0.0  0.000000  0.000000       0.0     0.0  \n",
       "7   0.312500     0.0  0.000000  0.625000       0.0     0.0  \n",
       "22  0.382353     0.0  0.000000  0.941176       0.0     0.0  \n",
       "13  0.250000     0.0  0.000000  0.812500       0.0     0.0  \n",
       "16  0.277778     0.0  0.000000  0.888889       0.0     0.0  \n",
       "11  0.406250     0.0  0.000000  0.500000       0.0     0.0  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "person_245c\n",
      "**********\n",
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>voltaire ; introd., notes , bibliogr., chronol...</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.132890</td>\n",
       "      <td>0.136213</td>\n",
       "      <td>0.541068</td>\n",
       "      <td>0.541068</td>\n",
       "      <td>0.548457</td>\n",
       "      <td>0.176080</td>\n",
       "      <td>0.075758</td>\n",
       "      <td>0.191558</td>\n",
       "      <td>0.321526</td>\n",
       "      <td>0.191558</td>\n",
       "      <td>0.893939</td>\n",
       "      <td>-2.384143</td>\n",
       "      <td>0.418598</td>\n",
       "      <td>0.001485</td>\n",
       "      <td>0.196013</td>\n",
       "      <td>0.136213</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.092643</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.019920</td>\n",
       "      <td>0.282030</td>\n",
       "      <td>0.957093</td>\n",
       "      <td>0.173077</td>\n",
       "      <td>0.243697</td>\n",
       "      <td>0.145251</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.219269</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>hrsg. schweizerische gesellschaft für bildungs...</td>\n",
       "      <td>0.066225</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.884106</td>\n",
       "      <td>0.884106</td>\n",
       "      <td>0.821598</td>\n",
       "      <td>0.821598</td>\n",
       "      <td>0.821598</td>\n",
       "      <td>0.912252</td>\n",
       "      <td>0.830565</td>\n",
       "      <td>0.908228</td>\n",
       "      <td>0.951907</td>\n",
       "      <td>0.908228</td>\n",
       "      <td>0.953488</td>\n",
       "      <td>-0.138874</td>\n",
       "      <td>0.951908</td>\n",
       "      <td>0.001628</td>\n",
       "      <td>0.950331</td>\n",
       "      <td>0.940397</td>\n",
       "      <td>0.238411</td>\n",
       "      <td>0.941957</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.405512</td>\n",
       "      <td>0.558540</td>\n",
       "      <td>0.988137</td>\n",
       "      <td>0.740385</td>\n",
       "      <td>0.865546</td>\n",
       "      <td>0.826816</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.890728</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003311</td>\n",
       "      <td>0.996689</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>w.a. mozart ; libretto emanuel schikaneder</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.096346</td>\n",
       "      <td>0.099668</td>\n",
       "      <td>0.527880</td>\n",
       "      <td>0.527880</td>\n",
       "      <td>0.536019</td>\n",
       "      <td>0.117940</td>\n",
       "      <td>0.119048</td>\n",
       "      <td>0.124590</td>\n",
       "      <td>0.221574</td>\n",
       "      <td>0.124590</td>\n",
       "      <td>0.904762</td>\n",
       "      <td>-3.004738</td>\n",
       "      <td>0.337968</td>\n",
       "      <td>0.001468</td>\n",
       "      <td>0.126246</td>\n",
       "      <td>0.099668</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.064140</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>0.232013</td>\n",
       "      <td>0.962976</td>\n",
       "      <td>0.149038</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.117318</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.176080</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.139535</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>wolfgang amadeus mozart ; [text von emanuel sc...</td>\n",
       "      <td>0.019934</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.172757</td>\n",
       "      <td>0.182724</td>\n",
       "      <td>0.583696</td>\n",
       "      <td>0.583696</td>\n",
       "      <td>0.594197</td>\n",
       "      <td>0.255814</td>\n",
       "      <td>0.137255</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.911765</td>\n",
       "      <td>-1.736966</td>\n",
       "      <td>0.530762</td>\n",
       "      <td>0.001545</td>\n",
       "      <td>0.308970</td>\n",
       "      <td>0.189369</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.188586</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.003984</td>\n",
       "      <td>0.342676</td>\n",
       "      <td>0.963808</td>\n",
       "      <td>0.168269</td>\n",
       "      <td>0.260504</td>\n",
       "      <td>0.150838</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.270764</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.338870</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>von emanuel schickaneder ; musik von j. mozart</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.112957</td>\n",
       "      <td>0.112957</td>\n",
       "      <td>0.484111</td>\n",
       "      <td>0.484111</td>\n",
       "      <td>0.501654</td>\n",
       "      <td>0.132890</td>\n",
       "      <td>0.130435</td>\n",
       "      <td>0.126623</td>\n",
       "      <td>0.224784</td>\n",
       "      <td>0.126623</td>\n",
       "      <td>0.847826</td>\n",
       "      <td>-2.981384</td>\n",
       "      <td>0.331438</td>\n",
       "      <td>0.001479</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.112957</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.126801</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.233418</td>\n",
       "      <td>0.961036</td>\n",
       "      <td>0.144231</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.122905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187708</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.152824</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>von beatrice käser</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.049834</td>\n",
       "      <td>0.049834</td>\n",
       "      <td>0.480682</td>\n",
       "      <td>0.480682</td>\n",
       "      <td>0.486569</td>\n",
       "      <td>0.054817</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.052805</td>\n",
       "      <td>0.100313</td>\n",
       "      <td>0.052805</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>-4.243174</td>\n",
       "      <td>0.217370</td>\n",
       "      <td>0.001187</td>\n",
       "      <td>0.053156</td>\n",
       "      <td>0.049834</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.087774</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.134509</td>\n",
       "      <td>0.884746</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.193277</td>\n",
       "      <td>0.061453</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.121262</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.059801</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>sigrid kessler...[et al.]</td>\n",
       "      <td>0.003322</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.066445</td>\n",
       "      <td>0.066445</td>\n",
       "      <td>0.499515</td>\n",
       "      <td>0.499515</td>\n",
       "      <td>0.503847</td>\n",
       "      <td>0.074751</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.075908</td>\n",
       "      <td>0.141104</td>\n",
       "      <td>0.075908</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>-3.719612</td>\n",
       "      <td>0.265140</td>\n",
       "      <td>0.001098</td>\n",
       "      <td>0.076412</td>\n",
       "      <td>0.066445</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.067485</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.007968</td>\n",
       "      <td>0.159762</td>\n",
       "      <td>0.871815</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.210084</td>\n",
       "      <td>0.078212</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.137874</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.083056</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>von w. a. mozart ; klavierauszug revidiert von...</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.122924</td>\n",
       "      <td>0.126246</td>\n",
       "      <td>0.510233</td>\n",
       "      <td>0.510233</td>\n",
       "      <td>0.525794</td>\n",
       "      <td>0.164452</td>\n",
       "      <td>0.129032</td>\n",
       "      <td>0.186275</td>\n",
       "      <td>0.314050</td>\n",
       "      <td>0.186275</td>\n",
       "      <td>0.919355</td>\n",
       "      <td>-2.424498</td>\n",
       "      <td>0.417249</td>\n",
       "      <td>0.001347</td>\n",
       "      <td>0.189369</td>\n",
       "      <td>0.126246</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.148760</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>0.268529</td>\n",
       "      <td>0.954475</td>\n",
       "      <td>0.149038</td>\n",
       "      <td>0.243697</td>\n",
       "      <td>0.150838</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.205980</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.205980</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>sigrid kessler ... [et al.] ; [ill.: rolf schm...</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.523878</td>\n",
       "      <td>0.523878</td>\n",
       "      <td>0.528542</td>\n",
       "      <td>0.137874</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.256410</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.900000</td>\n",
       "      <td>-2.765535</td>\n",
       "      <td>0.366813</td>\n",
       "      <td>0.001374</td>\n",
       "      <td>0.149502</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.062678</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.019920</td>\n",
       "      <td>0.244309</td>\n",
       "      <td>0.941572</td>\n",
       "      <td>0.168269</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.134078</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.181063</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166113</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>w. a. mozart</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.033223</td>\n",
       "      <td>0.033223</td>\n",
       "      <td>0.529858</td>\n",
       "      <td>0.529858</td>\n",
       "      <td>0.538524</td>\n",
       "      <td>0.036545</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.036424</td>\n",
       "      <td>0.070288</td>\n",
       "      <td>0.036424</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>-4.778973</td>\n",
       "      <td>0.183029</td>\n",
       "      <td>0.000568</td>\n",
       "      <td>0.036545</td>\n",
       "      <td>0.033223</td>\n",
       "      <td>0.003322</td>\n",
       "      <td>0.031949</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>0.086298</td>\n",
       "      <td>0.769049</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.044693</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.102990</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.039867</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.454183</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.841346</td>\n",
       "      <td>0.966387</td>\n",
       "      <td>0.949721</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>mozart ; [livret emanuel schikaneder]</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.086379</td>\n",
       "      <td>0.086379</td>\n",
       "      <td>0.525761</td>\n",
       "      <td>0.525761</td>\n",
       "      <td>0.534866</td>\n",
       "      <td>0.104651</td>\n",
       "      <td>0.108108</td>\n",
       "      <td>0.108197</td>\n",
       "      <td>0.195266</td>\n",
       "      <td>0.108197</td>\n",
       "      <td>0.891892</td>\n",
       "      <td>-3.208271</td>\n",
       "      <td>0.312701</td>\n",
       "      <td>0.001496</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.089701</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>0.225017</td>\n",
       "      <td>0.968468</td>\n",
       "      <td>0.163462</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.106145</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.167774</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.122924</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>rudolf steiner ; [red. pietro archiati]</td>\n",
       "      <td>0.003322</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.099668</td>\n",
       "      <td>0.099668</td>\n",
       "      <td>0.559851</td>\n",
       "      <td>0.559851</td>\n",
       "      <td>0.559851</td>\n",
       "      <td>0.114618</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.125828</td>\n",
       "      <td>0.223529</td>\n",
       "      <td>0.125828</td>\n",
       "      <td>0.974359</td>\n",
       "      <td>-2.990477</td>\n",
       "      <td>0.350726</td>\n",
       "      <td>0.001462</td>\n",
       "      <td>0.126246</td>\n",
       "      <td>0.099668</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.135294</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.011952</td>\n",
       "      <td>0.238448</td>\n",
       "      <td>0.946653</td>\n",
       "      <td>0.144231</td>\n",
       "      <td>0.210084</td>\n",
       "      <td>0.117318</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.171096</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>195</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>vorgelegt von daniela elisabeth eigenmann</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.106312</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.548297</td>\n",
       "      <td>0.548297</td>\n",
       "      <td>0.553839</td>\n",
       "      <td>0.121262</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>0.132450</td>\n",
       "      <td>0.233918</td>\n",
       "      <td>0.132450</td>\n",
       "      <td>0.975610</td>\n",
       "      <td>-2.916477</td>\n",
       "      <td>0.360068</td>\n",
       "      <td>0.001247</td>\n",
       "      <td>0.132890</td>\n",
       "      <td>0.106312</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.146199</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.210847</td>\n",
       "      <td>0.890696</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.111732</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.181063</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.136213</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>wolfgang amadeus mozart ; dichtung von emanuel...</td>\n",
       "      <td>0.033223</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.245847</td>\n",
       "      <td>0.262458</td>\n",
       "      <td>0.640456</td>\n",
       "      <td>0.640456</td>\n",
       "      <td>0.655007</td>\n",
       "      <td>0.468439</td>\n",
       "      <td>0.119048</td>\n",
       "      <td>0.502941</td>\n",
       "      <td>0.669276</td>\n",
       "      <td>0.502941</td>\n",
       "      <td>0.814286</td>\n",
       "      <td>-0.991538</td>\n",
       "      <td>0.680148</td>\n",
       "      <td>0.001529</td>\n",
       "      <td>0.568106</td>\n",
       "      <td>0.299003</td>\n",
       "      <td>0.016611</td>\n",
       "      <td>0.093933</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.027888</td>\n",
       "      <td>0.431594</td>\n",
       "      <td>0.973843</td>\n",
       "      <td>0.235577</td>\n",
       "      <td>0.327731</td>\n",
       "      <td>0.167598</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.353821</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.697674</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>w. a. mozart ; texte de schikaneder</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.083056</td>\n",
       "      <td>0.086379</td>\n",
       "      <td>0.501611</td>\n",
       "      <td>0.501611</td>\n",
       "      <td>0.511179</td>\n",
       "      <td>0.099668</td>\n",
       "      <td>0.114286</td>\n",
       "      <td>0.101639</td>\n",
       "      <td>0.184524</td>\n",
       "      <td>0.101639</td>\n",
       "      <td>0.885714</td>\n",
       "      <td>-3.298469</td>\n",
       "      <td>0.302026</td>\n",
       "      <td>0.001358</td>\n",
       "      <td>0.102990</td>\n",
       "      <td>0.086379</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.107143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.019920</td>\n",
       "      <td>0.193153</td>\n",
       "      <td>0.923246</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.210084</td>\n",
       "      <td>0.106145</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.161130</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.116279</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>von w. a. mozart / clavier - auszug mit ital. ...</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.543046</td>\n",
       "      <td>0.543046</td>\n",
       "      <td>0.552643</td>\n",
       "      <td>0.169435</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.185668</td>\n",
       "      <td>0.313187</td>\n",
       "      <td>0.185668</td>\n",
       "      <td>0.904762</td>\n",
       "      <td>-2.429205</td>\n",
       "      <td>0.413925</td>\n",
       "      <td>0.001518</td>\n",
       "      <td>0.189369</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.131868</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.003984</td>\n",
       "      <td>0.282468</td>\n",
       "      <td>0.954642</td>\n",
       "      <td>0.144231</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.122905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003322</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>wolfgang amadeus mozart ; text von emanuel sch...</td>\n",
       "      <td>0.019934</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.149502</td>\n",
       "      <td>0.159468</td>\n",
       "      <td>0.548606</td>\n",
       "      <td>0.548606</td>\n",
       "      <td>0.559265</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.233974</td>\n",
       "      <td>0.379221</td>\n",
       "      <td>0.233974</td>\n",
       "      <td>0.869048</td>\n",
       "      <td>-2.095578</td>\n",
       "      <td>0.459092</td>\n",
       "      <td>0.001523</td>\n",
       "      <td>0.242525</td>\n",
       "      <td>0.162791</td>\n",
       "      <td>0.016611</td>\n",
       "      <td>0.083117</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.003984</td>\n",
       "      <td>0.311587</td>\n",
       "      <td>0.973468</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.277311</td>\n",
       "      <td>0.167598</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.245847</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.279070</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>188</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>g. h. dufour direxit ; h. müllhaupt sculpsit</td>\n",
       "      <td>0.019934</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.112957</td>\n",
       "      <td>0.535225</td>\n",
       "      <td>0.535225</td>\n",
       "      <td>0.543040</td>\n",
       "      <td>0.127907</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.131148</td>\n",
       "      <td>0.231884</td>\n",
       "      <td>0.131148</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>-2.930737</td>\n",
       "      <td>0.347576</td>\n",
       "      <td>0.001391</td>\n",
       "      <td>0.132890</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.003984</td>\n",
       "      <td>0.231785</td>\n",
       "      <td>0.953928</td>\n",
       "      <td>0.192308</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.111732</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.182724</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.146179</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>voltaire ; introd., notes, bibliogr., chronolo...</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.132890</td>\n",
       "      <td>0.132890</td>\n",
       "      <td>0.542565</td>\n",
       "      <td>0.542565</td>\n",
       "      <td>0.550048</td>\n",
       "      <td>0.174419</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.188312</td>\n",
       "      <td>0.316940</td>\n",
       "      <td>0.188312</td>\n",
       "      <td>0.892308</td>\n",
       "      <td>-2.408806</td>\n",
       "      <td>0.414656</td>\n",
       "      <td>0.001485</td>\n",
       "      <td>0.192691</td>\n",
       "      <td>0.136213</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.092896</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.019920</td>\n",
       "      <td>0.280833</td>\n",
       "      <td>0.959780</td>\n",
       "      <td>0.182692</td>\n",
       "      <td>0.260504</td>\n",
       "      <td>0.145251</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.215947</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>wolfgang amadeus mozart ; in verbindung mit de...</td>\n",
       "      <td>0.033223</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.212625</td>\n",
       "      <td>0.225914</td>\n",
       "      <td>0.593986</td>\n",
       "      <td>0.593986</td>\n",
       "      <td>0.604111</td>\n",
       "      <td>0.350498</td>\n",
       "      <td>0.102041</td>\n",
       "      <td>0.386997</td>\n",
       "      <td>0.558036</td>\n",
       "      <td>0.386997</td>\n",
       "      <td>0.850340</td>\n",
       "      <td>-1.369606</td>\n",
       "      <td>0.594249</td>\n",
       "      <td>0.001402</td>\n",
       "      <td>0.415282</td>\n",
       "      <td>0.235880</td>\n",
       "      <td>0.016611</td>\n",
       "      <td>0.133929</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.011952</td>\n",
       "      <td>0.373287</td>\n",
       "      <td>0.961611</td>\n",
       "      <td>0.173077</td>\n",
       "      <td>0.310924</td>\n",
       "      <td>0.184358</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.315615</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.488372</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>w. a. mozart ; klavierauszug, nach dem in der ...</td>\n",
       "      <td>0.026578</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.239203</td>\n",
       "      <td>0.262458</td>\n",
       "      <td>0.644810</td>\n",
       "      <td>0.644810</td>\n",
       "      <td>0.652376</td>\n",
       "      <td>0.390365</td>\n",
       "      <td>0.104294</td>\n",
       "      <td>0.468354</td>\n",
       "      <td>0.637931</td>\n",
       "      <td>0.468354</td>\n",
       "      <td>0.907975</td>\n",
       "      <td>-1.094327</td>\n",
       "      <td>0.668166</td>\n",
       "      <td>0.001567</td>\n",
       "      <td>0.491694</td>\n",
       "      <td>0.272425</td>\n",
       "      <td>0.016611</td>\n",
       "      <td>0.142241</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.003984</td>\n",
       "      <td>0.428172</td>\n",
       "      <td>0.974333</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.310924</td>\n",
       "      <td>0.167598</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.338870</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.541528</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>buch: michel fessler, luc jacquet</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.083056</td>\n",
       "      <td>0.086379</td>\n",
       "      <td>0.497458</td>\n",
       "      <td>0.497458</td>\n",
       "      <td>0.507546</td>\n",
       "      <td>0.096346</td>\n",
       "      <td>0.060606</td>\n",
       "      <td>0.095082</td>\n",
       "      <td>0.173653</td>\n",
       "      <td>0.095082</td>\n",
       "      <td>0.878788</td>\n",
       "      <td>-3.394684</td>\n",
       "      <td>0.290976</td>\n",
       "      <td>0.001242</td>\n",
       "      <td>0.096346</td>\n",
       "      <td>0.086379</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.131737</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>0.182179</td>\n",
       "      <td>0.921193</td>\n",
       "      <td>0.120192</td>\n",
       "      <td>0.210084</td>\n",
       "      <td>0.089385</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.157807</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>klavierauszug revidiert von gustav f. kogel ; ...</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.139535</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.549286</td>\n",
       "      <td>0.549286</td>\n",
       "      <td>0.563372</td>\n",
       "      <td>0.186047</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.339623</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.900000</td>\n",
       "      <td>-2.289507</td>\n",
       "      <td>0.434019</td>\n",
       "      <td>0.001380</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.167116</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.290982</td>\n",
       "      <td>0.957464</td>\n",
       "      <td>0.163462</td>\n",
       "      <td>0.260504</td>\n",
       "      <td>0.150838</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.217608</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.232558</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>heidy binder... [et al.]</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.063123</td>\n",
       "      <td>0.066445</td>\n",
       "      <td>0.489526</td>\n",
       "      <td>0.489526</td>\n",
       "      <td>0.494025</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.072607</td>\n",
       "      <td>0.135385</td>\n",
       "      <td>0.072607</td>\n",
       "      <td>0.916667</td>\n",
       "      <td>-3.783742</td>\n",
       "      <td>0.258841</td>\n",
       "      <td>0.001076</td>\n",
       "      <td>0.073090</td>\n",
       "      <td>0.063123</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.092308</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.003984</td>\n",
       "      <td>0.160769</td>\n",
       "      <td>0.882937</td>\n",
       "      <td>0.134615</td>\n",
       "      <td>0.193277</td>\n",
       "      <td>0.072626</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.134551</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.079734</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>196</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>liane moriarty ; traduit de l'anglais (austral...</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.532892</td>\n",
       "      <td>0.532892</td>\n",
       "      <td>0.543457</td>\n",
       "      <td>0.187708</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.208469</td>\n",
       "      <td>0.345013</td>\n",
       "      <td>0.208469</td>\n",
       "      <td>0.914286</td>\n",
       "      <td>-2.262095</td>\n",
       "      <td>0.440908</td>\n",
       "      <td>0.001407</td>\n",
       "      <td>0.212625</td>\n",
       "      <td>0.146179</td>\n",
       "      <td>0.019934</td>\n",
       "      <td>0.145553</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>0.270913</td>\n",
       "      <td>0.936016</td>\n",
       "      <td>0.177885</td>\n",
       "      <td>0.260504</td>\n",
       "      <td>0.162011</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.230897</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.232558</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>193</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>vorgelegt von ursula broder</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.073090</td>\n",
       "      <td>0.073090</td>\n",
       "      <td>0.529268</td>\n",
       "      <td>0.529268</td>\n",
       "      <td>0.533304</td>\n",
       "      <td>0.081395</td>\n",
       "      <td>0.148148</td>\n",
       "      <td>0.089701</td>\n",
       "      <td>0.164634</td>\n",
       "      <td>0.089701</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-3.478732</td>\n",
       "      <td>0.299501</td>\n",
       "      <td>0.001131</td>\n",
       "      <td>0.089701</td>\n",
       "      <td>0.073090</td>\n",
       "      <td>0.009967</td>\n",
       "      <td>0.109756</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.015936</td>\n",
       "      <td>0.175703</td>\n",
       "      <td>0.877002</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.210084</td>\n",
       "      <td>0.089385</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.146179</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.089701</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>wolfgang amadeus mozart ; dieser opernführer w...</td>\n",
       "      <td>0.019934</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.156146</td>\n",
       "      <td>0.166113</td>\n",
       "      <td>0.579663</td>\n",
       "      <td>0.579663</td>\n",
       "      <td>0.587277</td>\n",
       "      <td>0.217608</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.254072</td>\n",
       "      <td>0.405195</td>\n",
       "      <td>0.254072</td>\n",
       "      <td>0.928571</td>\n",
       "      <td>-1.976693</td>\n",
       "      <td>0.490537</td>\n",
       "      <td>0.001407</td>\n",
       "      <td>0.259136</td>\n",
       "      <td>0.162791</td>\n",
       "      <td>0.016611</td>\n",
       "      <td>0.077922</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.019920</td>\n",
       "      <td>0.321801</td>\n",
       "      <td>0.973245</td>\n",
       "      <td>0.177885</td>\n",
       "      <td>0.277311</td>\n",
       "      <td>0.162011</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.252492</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.279070</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>von emanuel schikaneder ; musik von w.a. mozart</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.511318</td>\n",
       "      <td>0.511318</td>\n",
       "      <td>0.526077</td>\n",
       "      <td>0.132890</td>\n",
       "      <td>0.106383</td>\n",
       "      <td>0.133550</td>\n",
       "      <td>0.235632</td>\n",
       "      <td>0.133550</td>\n",
       "      <td>0.872340</td>\n",
       "      <td>-2.904543</td>\n",
       "      <td>0.344708</td>\n",
       "      <td>0.001485</td>\n",
       "      <td>0.136213</td>\n",
       "      <td>0.109635</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.126437</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.240462</td>\n",
       "      <td>0.959152</td>\n",
       "      <td>0.144231</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.122905</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.189369</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156146</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>[hrsg.:] schweizerische gesellschaft für bildu...</td>\n",
       "      <td>luc jacquet ; übers. aus dem franz. von cornel...</td>\n",
       "      <td>0.006645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.549158</td>\n",
       "      <td>0.549158</td>\n",
       "      <td>0.555327</td>\n",
       "      <td>0.161130</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.177049</td>\n",
       "      <td>0.300836</td>\n",
       "      <td>0.177049</td>\n",
       "      <td>0.931034</td>\n",
       "      <td>-2.497778</td>\n",
       "      <td>0.408692</td>\n",
       "      <td>0.001512</td>\n",
       "      <td>0.179402</td>\n",
       "      <td>0.129568</td>\n",
       "      <td>0.013289</td>\n",
       "      <td>0.155989</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003984</td>\n",
       "      <td>0.284104</td>\n",
       "      <td>0.983468</td>\n",
       "      <td>0.168269</td>\n",
       "      <td>0.226891</td>\n",
       "      <td>0.145251</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.207641</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.192691</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                  str1  \\\n",
       "93   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "23   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "5    [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "95   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "137  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "27   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "162  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "139  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "114  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "163  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "21   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "18   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "118  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "195  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "51   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "133  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "152  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "108  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "188  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "94   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "157  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "58   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "29   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "129  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "159  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "196  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "193  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "147  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "124  [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "40   [hrsg.:] schweizerische gesellschaft für bildu...   \n",
       "\n",
       "                                                  str2   Hamming  MLIPNS  \\\n",
       "93   voltaire ; introd., notes , bibliogr., chronol...  0.006645     0.0   \n",
       "23   hrsg. schweizerische gesellschaft für bildungs...  0.066225     0.0   \n",
       "5           w.a. mozart ; libretto emanuel schikaneder  0.006645     0.0   \n",
       "95   wolfgang amadeus mozart ; [text von emanuel sc...  0.019934     0.0   \n",
       "137     von emanuel schickaneder ; musik von j. mozart  0.006645     0.0   \n",
       "27                                  von beatrice käser  0.009967     0.0   \n",
       "162                          sigrid kessler...[et al.]  0.003322     0.0   \n",
       "139  von w. a. mozart ; klavierauszug revidiert von...  0.006645     0.0   \n",
       "114  sigrid kessler ... [et al.] ; [ill.: rolf schm...  0.006645     0.0   \n",
       "163                                       w. a. mozart  0.000000     0.0   \n",
       "21   [hrsg.:] schweizerische gesellschaft für bildu...  1.000000     1.0   \n",
       "18               mozart ; [livret emanuel schikaneder]  0.006645     0.0   \n",
       "118            rudolf steiner ; [red. pietro archiati]  0.003322     0.0   \n",
       "195          vorgelegt von daniela elisabeth eigenmann  0.006645     0.0   \n",
       "51   wolfgang amadeus mozart ; dichtung von emanuel...  0.033223     0.0   \n",
       "133                w. a. mozart ; texte de schikaneder  0.009967     0.0   \n",
       "152  von w. a. mozart / clavier - auszug mit ital. ...  0.006645     0.0   \n",
       "108  wolfgang amadeus mozart ; text von emanuel sch...  0.019934     0.0   \n",
       "188       g. h. dufour direxit ; h. müllhaupt sculpsit  0.019934     0.0   \n",
       "94   voltaire ; introd., notes, bibliogr., chronolo...  0.009967     0.0   \n",
       "157  wolfgang amadeus mozart ; in verbindung mit de...  0.033223     0.0   \n",
       "58   w. a. mozart ; klavierauszug, nach dem in der ...  0.026578     0.0   \n",
       "29                   buch: michel fessler, luc jacquet  0.000000     0.0   \n",
       "129  klavierauszug revidiert von gustav f. kogel ; ...  0.009967     0.0   \n",
       "159                           heidy binder... [et al.]  0.000000     0.0   \n",
       "196  liane moriarty ; traduit de l'anglais (austral...  0.006645     0.0   \n",
       "193                        vorgelegt von ursula broder  0.006645     0.0   \n",
       "147  wolfgang amadeus mozart ; dieser opernführer w...  0.019934     0.0   \n",
       "124    von emanuel schikaneder ; musik von w.a. mozart  0.006645     0.0   \n",
       "40   luc jacquet ; übers. aus dem franz. von cornel...  0.006645     0.0   \n",
       "\n",
       "     Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  \\\n",
       "93      0.132890            0.136213  0.541068     0.541068  0.548457   \n",
       "23      0.884106            0.884106  0.821598     0.821598  0.821598   \n",
       "5       0.096346            0.099668  0.527880     0.527880  0.536019   \n",
       "95      0.172757            0.182724  0.583696     0.583696  0.594197   \n",
       "137     0.112957            0.112957  0.484111     0.484111  0.501654   \n",
       "27      0.049834            0.049834  0.480682     0.480682  0.486569   \n",
       "162     0.066445            0.066445  0.499515     0.499515  0.503847   \n",
       "139     0.122924            0.126246  0.510233     0.510233  0.525794   \n",
       "114     0.109635            0.109635  0.523878     0.523878  0.528542   \n",
       "163     0.033223            0.033223  0.529858     0.529858  0.538524   \n",
       "21      1.000000            1.000000  1.000000     1.000000  1.000000   \n",
       "18      0.086379            0.086379  0.525761     0.525761  0.534866   \n",
       "118     0.099668            0.099668  0.559851     0.559851  0.559851   \n",
       "195     0.106312            0.109635  0.548297     0.548297  0.553839   \n",
       "51      0.245847            0.262458  0.640456     0.640456  0.655007   \n",
       "133     0.083056            0.086379  0.501611     0.501611  0.511179   \n",
       "152     0.129568            0.129568  0.543046     0.543046  0.552643   \n",
       "108     0.149502            0.159468  0.548606     0.548606  0.559265   \n",
       "188     0.109635            0.112957  0.535225     0.535225  0.543040   \n",
       "94      0.132890            0.132890  0.542565     0.542565  0.550048   \n",
       "157     0.212625            0.225914  0.593986     0.593986  0.604111   \n",
       "58      0.239203            0.262458  0.644810     0.644810  0.652376   \n",
       "29      0.083056            0.086379  0.497458     0.497458  0.507546   \n",
       "129     0.139535            0.142857  0.549286     0.549286  0.563372   \n",
       "159     0.063123            0.066445  0.489526     0.489526  0.494025   \n",
       "196     0.142857            0.142857  0.532892     0.532892  0.543457   \n",
       "193     0.073090            0.073090  0.529268     0.529268  0.533304   \n",
       "147     0.156146            0.166113  0.579663     0.579663  0.587277   \n",
       "124     0.109635            0.109635  0.511318     0.511318  0.526077   \n",
       "40      0.129568            0.129568  0.549158     0.549158  0.555327   \n",
       "\n",
       "     NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky   Overlap  \\\n",
       "93          0.176080       0.075758  0.191558  0.321526  0.191558  0.893939   \n",
       "23          0.912252       0.830565  0.908228  0.951907  0.908228  0.953488   \n",
       "5           0.117940       0.119048  0.124590  0.221574  0.124590  0.904762   \n",
       "95          0.255814       0.137255  0.300000  0.461538  0.300000  0.911765   \n",
       "137         0.132890       0.130435  0.126623  0.224784  0.126623  0.847826   \n",
       "27          0.054817       0.111111  0.052805  0.100313  0.052805  0.888889   \n",
       "162         0.074751       0.080000  0.075908  0.141104  0.075908  0.920000   \n",
       "139         0.164452       0.129032  0.186275  0.314050  0.186275  0.919355   \n",
       "114         0.137874       0.120000  0.147059  0.256410  0.147059  0.900000   \n",
       "163         0.036545       0.083333  0.036424  0.070288  0.036424  0.916667   \n",
       "21          1.000000       1.000000  1.000000  1.000000  1.000000  1.000000   \n",
       "18          0.104651       0.108108  0.108197  0.195266  0.108197  0.891892   \n",
       "118         0.114618       0.153846  0.125828  0.223529  0.125828  0.974359   \n",
       "195         0.121262       0.121951  0.132450  0.233918  0.132450  0.975610   \n",
       "51          0.468439       0.119048  0.502941  0.669276  0.502941  0.814286   \n",
       "133         0.099668       0.114286  0.101639  0.184524  0.101639  0.885714   \n",
       "152         0.169435       0.095238  0.185668  0.313187  0.185668  0.904762   \n",
       "108         0.214286       0.083333  0.233974  0.379221  0.233974  0.869048   \n",
       "188         0.127907       0.090909  0.131148  0.231884  0.131148  0.909091   \n",
       "94          0.174419       0.076923  0.188312  0.316940  0.188312  0.892308   \n",
       "157         0.350498       0.102041  0.386997  0.558036  0.386997  0.850340   \n",
       "58          0.390365       0.104294  0.468354  0.637931  0.468354  0.907975   \n",
       "29          0.096346       0.060606  0.095082  0.173653  0.095082  0.878788   \n",
       "129         0.186047       0.100000  0.204545  0.339623  0.204545  0.900000   \n",
       "159         0.071429       0.083333  0.072607  0.135385  0.072607  0.916667   \n",
       "196         0.187708       0.100000  0.208469  0.345013  0.208469  0.914286   \n",
       "193         0.081395       0.148148  0.089701  0.164634  0.089701  1.000000   \n",
       "147         0.217608       0.083333  0.254072  0.405195  0.254072  0.928571   \n",
       "124         0.132890       0.106383  0.133550  0.235632  0.133550  0.872340   \n",
       "40          0.161130       0.137931  0.177049  0.300836  0.177049  0.931034   \n",
       "\n",
       "     Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "93  -2.384143  0.418598    0.001485  0.196013  0.136213  0.009967   \n",
       "23  -0.138874  0.951908    0.001628  0.950331  0.940397  0.238411   \n",
       "5   -3.004738  0.337968    0.001468  0.126246  0.099668  0.013289   \n",
       "95  -1.736966  0.530762    0.001545  0.308970  0.189369  0.013289   \n",
       "137 -2.981384  0.331438    0.001479  0.129568  0.112957  0.013289   \n",
       "27  -4.243174  0.217370    0.001187  0.053156  0.049834  0.013289   \n",
       "162 -3.719612  0.265140    0.001098  0.076412  0.066445  0.009967   \n",
       "139 -2.424498  0.417249    0.001347  0.189369  0.126246  0.013289   \n",
       "114 -2.765535  0.366813    0.001374  0.149502  0.109635  0.013289   \n",
       "163 -4.778973  0.183029    0.000568  0.036545  0.033223  0.003322   \n",
       "21   0.000000  1.000000    1.000000  1.000000  1.000000  1.000000   \n",
       "18  -3.208271  0.312701    0.001496  0.109635  0.089701  0.013289   \n",
       "118 -2.990477  0.350726    0.001462  0.126246  0.099668  0.009967   \n",
       "195 -2.916477  0.360068    0.001247  0.132890  0.106312  0.009967   \n",
       "51  -0.991538  0.680148    0.001529  0.568106  0.299003  0.016611   \n",
       "133 -3.298469  0.302026    0.001358  0.102990  0.086379  0.013289   \n",
       "152 -2.429205  0.413925    0.001518  0.189369  0.129568  0.009967   \n",
       "108 -2.095578  0.459092    0.001523  0.242525  0.162791  0.016611   \n",
       "188 -2.930737  0.347576    0.001391  0.132890  0.109635  0.013289   \n",
       "94  -2.408806  0.414656    0.001485  0.192691  0.136213  0.009967   \n",
       "157 -1.369606  0.594249    0.001402  0.415282  0.235880  0.016611   \n",
       "58  -1.094327  0.668166    0.001567  0.491694  0.272425  0.016611   \n",
       "29  -3.394684  0.290976    0.001242  0.096346  0.086379  0.009967   \n",
       "129 -2.289507  0.434019    0.001380  0.209302  0.142857  0.013289   \n",
       "159 -3.783742  0.258841    0.001076  0.073090  0.063123  0.009967   \n",
       "196 -2.262095  0.440908    0.001407  0.212625  0.146179  0.019934   \n",
       "193 -3.478732  0.299501    0.001131  0.089701  0.073090  0.009967   \n",
       "147 -1.976693  0.490537    0.001407  0.259136  0.162791  0.016611   \n",
       "124 -2.904543  0.344708    0.001485  0.136213  0.109635  0.013289   \n",
       "40  -2.497778  0.408692    0.001512  0.179402  0.129568  0.013289   \n",
       "\n",
       "     RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "93            0.092643     0.0   0.019920  0.282030    0.957093  0.173077   \n",
       "23            0.941957     0.0   0.405512  0.558540    0.988137  0.740385   \n",
       "5             0.064140     0.0   0.003984  0.232013    0.962976  0.149038   \n",
       "95            0.188586     0.0  -0.003984  0.342676    0.963808  0.168269   \n",
       "137           0.126801     0.0   0.000000  0.233418    0.961036  0.144231   \n",
       "27            0.087774     0.0   0.000000  0.134509    0.884746  0.153846   \n",
       "162           0.067485     0.0   0.007968  0.159762    0.871815  0.125000   \n",
       "139           0.148760     0.0   0.003984  0.268529    0.954475  0.149038   \n",
       "114           0.062678     0.0   0.019920  0.244309    0.941572  0.168269   \n",
       "163           0.031949     0.0   0.003984  0.086298    0.769049  0.125000   \n",
       "21            1.000000     0.0   0.454183  0.585786    1.000000  0.841346   \n",
       "18            0.076923     0.0   0.003984  0.225017    0.968468  0.163462   \n",
       "118           0.135294     0.0   0.011952  0.238448    0.946653  0.144231   \n",
       "195           0.146199     0.0   0.000000  0.210847    0.890696  0.125000   \n",
       "51            0.093933     0.0  -0.027888  0.431594    0.973843  0.235577   \n",
       "133           0.107143     0.0   0.019920  0.193153    0.923246  0.125000   \n",
       "152           0.131868     0.0  -0.003984  0.282468    0.954642  0.144231   \n",
       "108           0.083117     0.0  -0.003984  0.311587    0.973468  0.153846   \n",
       "188           0.133333     0.0  -0.003984  0.231785    0.953928  0.192308   \n",
       "94            0.092896     0.0   0.019920  0.280833    0.959780  0.182692   \n",
       "157           0.133929     0.0   0.011952  0.373287    0.961611  0.173077   \n",
       "58            0.142241     0.0  -0.003984  0.428172    0.974333  0.153846   \n",
       "29            0.131737     0.0   0.003984  0.182179    0.921193  0.120192   \n",
       "129           0.167116     0.0   0.000000  0.290982    0.957464  0.163462   \n",
       "159           0.092308     0.0  -0.003984  0.160769    0.882937  0.134615   \n",
       "196           0.145553     0.0   0.003984  0.270913    0.936016  0.177885   \n",
       "193           0.109756     0.0  -0.015936  0.175703    0.877002  0.125000   \n",
       "147           0.077922     0.0  -0.019920  0.321801    0.973245  0.177885   \n",
       "124           0.126437     0.0   0.000000  0.240462    0.959152  0.144231   \n",
       "40            0.155989     0.0   0.003984  0.284104    0.983468  0.168269   \n",
       "\n",
       "      LZMANCD   ZLIBNCD       MRA    Editex  Prefix   Postfix    Length  \\\n",
       "93   0.243697  0.145251  0.000000  0.209302     0.0  0.000000  0.219269   \n",
       "23   0.865546  0.826816  0.000000  0.890728     0.0  0.003311  0.996689   \n",
       "5    0.226891  0.117318  0.000000  0.176080     0.0  0.000000  0.139535   \n",
       "95   0.260504  0.150838  0.000000  0.270764     0.0  0.000000  0.338870   \n",
       "137  0.226891  0.122905  0.000000  0.187708     0.0  0.000000  0.152824   \n",
       "27   0.193277  0.061453  0.000000  0.121262     0.0  0.000000  0.059801   \n",
       "162  0.210084  0.078212  0.166667  0.137874     0.0  0.000000  0.083056   \n",
       "139  0.243697  0.150838  0.000000  0.205980     0.0  0.000000  0.205980   \n",
       "114  0.226891  0.134078  0.166667  0.181063     0.0  0.000000  0.166113   \n",
       "163  0.176471  0.044693  0.000000  0.102990     0.0  0.000000  0.039867   \n",
       "21   0.966387  0.949721  1.000000  1.000000     1.0  1.000000  1.000000   \n",
       "18   0.226891  0.106145  0.166667  0.167774     0.0  0.000000  0.122924   \n",
       "118  0.210084  0.117318  0.000000  0.171096     0.0  0.000000  0.129568   \n",
       "195  0.226891  0.111732  0.166667  0.181063     0.0  0.000000  0.136213   \n",
       "51   0.327731  0.167598  0.000000  0.353821     0.0  0.000000  0.697674   \n",
       "133  0.210084  0.106145  0.000000  0.161130     0.0  0.000000  0.116279   \n",
       "152  0.226891  0.122905  0.000000  0.209302     0.0  0.003322  0.209302   \n",
       "108  0.277311  0.167598  0.000000  0.245847     0.0  0.000000  0.279070   \n",
       "188  0.226891  0.111732  0.000000  0.182724     0.0  0.000000  0.146179   \n",
       "94   0.260504  0.145251  0.000000  0.209302     0.0  0.000000  0.215947   \n",
       "157  0.310924  0.184358  0.000000  0.315615     0.0  0.000000  0.488372   \n",
       "58   0.310924  0.167598  0.000000  0.338870     0.0  0.000000  0.541528   \n",
       "29   0.210084  0.089385  0.166667  0.157807     0.0  0.000000  0.109635   \n",
       "129  0.260504  0.150838  0.000000  0.217608     0.0  0.000000  0.232558   \n",
       "159  0.193277  0.072626  0.000000  0.134551     0.0  0.000000  0.079734   \n",
       "196  0.260504  0.162011  0.000000  0.230897     0.0  0.000000  0.232558   \n",
       "193  0.210084  0.089385  0.000000  0.146179     0.0  0.000000  0.089701   \n",
       "147  0.277311  0.162011  0.166667  0.252492     0.0  0.000000  0.279070   \n",
       "124  0.226891  0.122905  0.000000  0.189369     0.0  0.000000  0.156146   \n",
       "40   0.226891  0.145251  0.000000  0.207641     0.0  0.000000  0.192691   \n",
       "\n",
       "     Identity  Matrix  \n",
       "93        0.0     0.0  \n",
       "23        0.0     0.0  \n",
       "5         0.0     0.0  \n",
       "95        0.0     0.0  \n",
       "137       0.0     0.0  \n",
       "27        0.0     0.0  \n",
       "162       0.0     0.0  \n",
       "139       0.0     0.0  \n",
       "114       0.0     0.0  \n",
       "163       0.0     0.0  \n",
       "21        1.0     1.0  \n",
       "18        0.0     0.0  \n",
       "118       0.0     0.0  \n",
       "195       0.0     0.0  \n",
       "51        0.0     0.0  \n",
       "133       0.0     0.0  \n",
       "152       0.0     0.0  \n",
       "108       0.0     0.0  \n",
       "188       0.0     0.0  \n",
       "94        0.0     0.0  \n",
       "157       0.0     0.0  \n",
       "58        0.0     0.0  \n",
       "29        0.0     0.0  \n",
       "129       0.0     0.0  \n",
       "159       0.0     0.0  \n",
       "196       0.0     0.0  \n",
       "193       0.0     0.0  \n",
       "147       0.0     0.0  \n",
       "124       0.0     0.0  \n",
       "40        0.0     0.0  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "person_700\n",
      "**********\n",
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>müllhaupthans heinrich</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.494949</td>\n",
       "      <td>0.494949</td>\n",
       "      <td>0.540404</td>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>-1.415037</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.014463</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.327752</td>\n",
       "      <td>0.906811</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.206897</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schlöndorffvolker, wurlitzerrudy, frischmax</td>\n",
       "      <td>0.046512</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.574789</td>\n",
       "      <td>0.574789</td>\n",
       "      <td>0.616015</td>\n",
       "      <td>0.360465</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.382979</td>\n",
       "      <td>0.553846</td>\n",
       "      <td>0.382979</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>-1.384664</td>\n",
       "      <td>0.585230</td>\n",
       "      <td>0.020661</td>\n",
       "      <td>0.418605</td>\n",
       "      <td>0.209302</td>\n",
       "      <td>0.046512</td>\n",
       "      <td>0.276923</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.310843</td>\n",
       "      <td>0.880923</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.488372</td>\n",
       "      <td>0.140000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.372093</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.511628</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schikanederemanuel, soldankurt</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.571717</td>\n",
       "      <td>0.571717</td>\n",
       "      <td>0.595354</td>\n",
       "      <td>0.483333</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>-1.169925</td>\n",
       "      <td>0.622799</td>\n",
       "      <td>0.019628</td>\n",
       "      <td>0.533333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.401996</td>\n",
       "      <td>0.937309</td>\n",
       "      <td>0.551020</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.316667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.733333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schusterhans-peter</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.468013</td>\n",
       "      <td>0.468013</td>\n",
       "      <td>0.528620</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.502500</td>\n",
       "      <td>0.301511</td>\n",
       "      <td>0.008264</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.197190</td>\n",
       "      <td>0.814530</td>\n",
       "      <td>0.448980</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>kesslersigrid, ritschardcharlotte</td>\n",
       "      <td>0.060606</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.212121</td>\n",
       "      <td>0.212121</td>\n",
       "      <td>0.544012</td>\n",
       "      <td>0.544012</td>\n",
       "      <td>0.574315</td>\n",
       "      <td>0.439394</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>-1.415037</td>\n",
       "      <td>0.556702</td>\n",
       "      <td>0.017562</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.290909</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.029412</td>\n",
       "      <td>0.377838</td>\n",
       "      <td>0.931062</td>\n",
       "      <td>0.510204</td>\n",
       "      <td>0.589744</td>\n",
       "      <td>0.194444</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.348485</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>moehnheinz, schikanederemanuel, grubergernot</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.159091</td>\n",
       "      <td>0.540909</td>\n",
       "      <td>0.540909</td>\n",
       "      <td>0.554545</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.404255</td>\n",
       "      <td>0.575758</td>\n",
       "      <td>0.404255</td>\n",
       "      <td>0.863636</td>\n",
       "      <td>-1.306661</td>\n",
       "      <td>0.610683</td>\n",
       "      <td>0.021694</td>\n",
       "      <td>0.431818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.151515</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.364934</td>\n",
       "      <td>0.927416</td>\n",
       "      <td>0.517241</td>\n",
       "      <td>0.488372</td>\n",
       "      <td>0.180000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>heilmannuwe, josumi, krausmichael, leitnerlott...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.538437</td>\n",
       "      <td>0.538437</td>\n",
       "      <td>0.543892</td>\n",
       "      <td>0.172727</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.303030</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>-2.485427</td>\n",
       "      <td>0.406558</td>\n",
       "      <td>0.020661</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.009709</td>\n",
       "      <td>0.255915</td>\n",
       "      <td>0.908876</td>\n",
       "      <td>0.295918</td>\n",
       "      <td>0.295775</td>\n",
       "      <td>0.123596</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>levinejames, hockneydavid</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.601072</td>\n",
       "      <td>0.601072</td>\n",
       "      <td>0.635254</td>\n",
       "      <td>0.480000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.382353</td>\n",
       "      <td>0.553191</td>\n",
       "      <td>0.382353</td>\n",
       "      <td>0.590909</td>\n",
       "      <td>-1.387023</td>\n",
       "      <td>0.554322</td>\n",
       "      <td>0.016529</td>\n",
       "      <td>0.520000</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.297872</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.345014</td>\n",
       "      <td>0.907163</td>\n",
       "      <td>0.510204</td>\n",
       "      <td>0.657143</td>\n",
       "      <td>0.193548</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>scherrera.u., ledergerberb., von wylv., bönij....</td>\n",
       "      <td>0.002845</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.029872</td>\n",
       "      <td>0.031294</td>\n",
       "      <td>0.525583</td>\n",
       "      <td>0.525583</td>\n",
       "      <td>0.525583</td>\n",
       "      <td>0.030583</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.031294</td>\n",
       "      <td>0.060690</td>\n",
       "      <td>0.031294</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-4.997949</td>\n",
       "      <td>0.176902</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.031294</td>\n",
       "      <td>0.029872</td>\n",
       "      <td>0.005690</td>\n",
       "      <td>0.055172</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.005474</td>\n",
       "      <td>0.115956</td>\n",
       "      <td>0.879130</td>\n",
       "      <td>0.081522</td>\n",
       "      <td>0.115207</td>\n",
       "      <td>0.039326</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.109531</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.031294</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>fesslermichel, jacquetluc</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.478586</td>\n",
       "      <td>0.478586</td>\n",
       "      <td>0.538404</td>\n",
       "      <td>0.540000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.425532</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>-1.887525</td>\n",
       "      <td>0.426401</td>\n",
       "      <td>0.013430</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.255319</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.290112</td>\n",
       "      <td>0.896905</td>\n",
       "      <td>0.469388</td>\n",
       "      <td>0.657143</td>\n",
       "      <td>0.193548</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.360000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>austenjane, barnesannette</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.441549</td>\n",
       "      <td>0.441549</td>\n",
       "      <td>0.492822</td>\n",
       "      <td>0.460000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.425532</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>-1.887525</td>\n",
       "      <td>0.426401</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.127660</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.318861</td>\n",
       "      <td>0.838250</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.657143</td>\n",
       "      <td>0.258065</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>soltigeorg</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.513131</td>\n",
       "      <td>0.513131</td>\n",
       "      <td>0.527677</td>\n",
       "      <td>0.295455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.437500</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>-1.836501</td>\n",
       "      <td>0.471940</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.235507</td>\n",
       "      <td>0.802704</td>\n",
       "      <td>0.489796</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>balmellicarlo, mozartwolfgang amadeus, mozartw...</td>\n",
       "      <td>0.016393</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.245902</td>\n",
       "      <td>0.262295</td>\n",
       "      <td>0.574792</td>\n",
       "      <td>0.574792</td>\n",
       "      <td>0.593346</td>\n",
       "      <td>0.303279</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.296875</td>\n",
       "      <td>0.457831</td>\n",
       "      <td>0.296875</td>\n",
       "      <td>0.863636</td>\n",
       "      <td>-1.752072</td>\n",
       "      <td>0.518654</td>\n",
       "      <td>0.020661</td>\n",
       "      <td>0.311475</td>\n",
       "      <td>0.262295</td>\n",
       "      <td>0.032787</td>\n",
       "      <td>0.385542</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.081967</td>\n",
       "      <td>0.317393</td>\n",
       "      <td>0.927076</td>\n",
       "      <td>0.476923</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.311475</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.032787</td>\n",
       "      <td>0.360656</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schikanederemanuel, hockneydavid, coxjohn, lev...</td>\n",
       "      <td>0.005917</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.094675</td>\n",
       "      <td>0.094675</td>\n",
       "      <td>0.542478</td>\n",
       "      <td>0.542478</td>\n",
       "      <td>0.547615</td>\n",
       "      <td>0.112426</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.116959</td>\n",
       "      <td>0.209424</td>\n",
       "      <td>0.116959</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>-3.095924</td>\n",
       "      <td>0.328001</td>\n",
       "      <td>0.020661</td>\n",
       "      <td>0.118343</td>\n",
       "      <td>0.094675</td>\n",
       "      <td>0.017751</td>\n",
       "      <td>0.125654</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.018750</td>\n",
       "      <td>0.206731</td>\n",
       "      <td>0.896922</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.247312</td>\n",
       "      <td>0.080645</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.195266</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.005917</td>\n",
       "      <td>0.130178</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schikanederemanuel, gieseckecarl ludwig</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.533256</td>\n",
       "      <td>0.533256</td>\n",
       "      <td>0.561694</td>\n",
       "      <td>0.397436</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.418605</td>\n",
       "      <td>0.590164</td>\n",
       "      <td>0.418605</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>-1.256340</td>\n",
       "      <td>0.614510</td>\n",
       "      <td>0.018595</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.256410</td>\n",
       "      <td>0.051282</td>\n",
       "      <td>0.327869</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.368481</td>\n",
       "      <td>0.936233</td>\n",
       "      <td>0.518519</td>\n",
       "      <td>0.512195</td>\n",
       "      <td>0.177778</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.346154</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.564103</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schlöndorffvolker, myersstanley, wurlitzerrudo...</td>\n",
       "      <td>0.012346</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.160494</td>\n",
       "      <td>0.172840</td>\n",
       "      <td>0.550505</td>\n",
       "      <td>0.550505</td>\n",
       "      <td>0.573625</td>\n",
       "      <td>0.216049</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.256098</td>\n",
       "      <td>0.407767</td>\n",
       "      <td>0.256098</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>-1.965235</td>\n",
       "      <td>0.497468</td>\n",
       "      <td>0.021694</td>\n",
       "      <td>0.259259</td>\n",
       "      <td>0.172840</td>\n",
       "      <td>0.037037</td>\n",
       "      <td>0.233010</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.261644</td>\n",
       "      <td>0.876692</td>\n",
       "      <td>0.388889</td>\n",
       "      <td>0.396825</td>\n",
       "      <td>0.177215</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.271605</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td></td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.208823</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>mollkurt, daviscolin</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.635931</td>\n",
       "      <td>0.635931</td>\n",
       "      <td>0.674113</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.761905</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>-0.700440</td>\n",
       "      <td>0.762770</td>\n",
       "      <td>0.019628</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.086957</td>\n",
       "      <td>0.462429</td>\n",
       "      <td>0.953323</td>\n",
       "      <td>0.551020</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>renwickjohn</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.494949</td>\n",
       "      <td>0.494949</td>\n",
       "      <td>0.549495</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.385695</td>\n",
       "      <td>0.009298</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.242424</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.194387</td>\n",
       "      <td>0.827347</td>\n",
       "      <td>0.448980</td>\n",
       "      <td>0.636364</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>57</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>aberthermann, schikanederemanuel</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.627967</td>\n",
       "      <td>0.627967</td>\n",
       "      <td>0.658649</td>\n",
       "      <td>0.468750</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>-1.378512</td>\n",
       "      <td>0.565334</td>\n",
       "      <td>0.018595</td>\n",
       "      <td>0.468750</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.032258</td>\n",
       "      <td>0.379572</td>\n",
       "      <td>0.931101</td>\n",
       "      <td>0.489796</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.328125</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.687500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schlöndorffvolker, frischmax, junkersdorfeberh...</td>\n",
       "      <td>0.011364</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.147727</td>\n",
       "      <td>0.147727</td>\n",
       "      <td>0.562121</td>\n",
       "      <td>0.562121</td>\n",
       "      <td>0.573485</td>\n",
       "      <td>0.198864</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.235955</td>\n",
       "      <td>0.381818</td>\n",
       "      <td>0.235955</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>-2.083416</td>\n",
       "      <td>0.477273</td>\n",
       "      <td>0.021694</td>\n",
       "      <td>0.238636</td>\n",
       "      <td>0.147727</td>\n",
       "      <td>0.034091</td>\n",
       "      <td>0.218182</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.266349</td>\n",
       "      <td>0.887965</td>\n",
       "      <td>0.315217</td>\n",
       "      <td>0.365079</td>\n",
       "      <td>0.172840</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.221591</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>krusegeorg richard, schikanederemanuel</td>\n",
       "      <td>0.052632</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>0.263158</td>\n",
       "      <td>0.536629</td>\n",
       "      <td>0.536629</td>\n",
       "      <td>0.550984</td>\n",
       "      <td>0.421053</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.395349</td>\n",
       "      <td>0.566667</td>\n",
       "      <td>0.395349</td>\n",
       "      <td>0.772727</td>\n",
       "      <td>-1.338802</td>\n",
       "      <td>0.587957</td>\n",
       "      <td>0.020661</td>\n",
       "      <td>0.447368</td>\n",
       "      <td>0.289474</td>\n",
       "      <td>0.078947</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.025641</td>\n",
       "      <td>0.393512</td>\n",
       "      <td>0.941861</td>\n",
       "      <td>0.509434</td>\n",
       "      <td>0.512195</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.355263</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.578947</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>jacquetluc, simonemilie, fesslermichel, darond...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.188679</td>\n",
       "      <td>0.188679</td>\n",
       "      <td>0.490648</td>\n",
       "      <td>0.490648</td>\n",
       "      <td>0.522809</td>\n",
       "      <td>0.301887</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.480000</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>-1.662965</td>\n",
       "      <td>0.527137</td>\n",
       "      <td>0.018595</td>\n",
       "      <td>0.339623</td>\n",
       "      <td>0.207547</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.037736</td>\n",
       "      <td>0.285114</td>\n",
       "      <td>0.900359</td>\n",
       "      <td>0.455882</td>\n",
       "      <td>0.469388</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.311321</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.018868</td>\n",
       "      <td>0.415094</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>klempererotto</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.470629</td>\n",
       "      <td>0.470629</td>\n",
       "      <td>0.519580</td>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.206897</td>\n",
       "      <td>0.342857</td>\n",
       "      <td>0.206897</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>-2.273018</td>\n",
       "      <td>0.354787</td>\n",
       "      <td>0.008264</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.228571</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.043478</td>\n",
       "      <td>0.167088</td>\n",
       "      <td>0.760092</td>\n",
       "      <td>0.448980</td>\n",
       "      <td>0.696970</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.590909</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schmidtrolf, kesslersigrid</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.192308</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.519814</td>\n",
       "      <td>0.519814</td>\n",
       "      <td>0.561772</td>\n",
       "      <td>0.480769</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.371429</td>\n",
       "      <td>0.541667</td>\n",
       "      <td>0.371429</td>\n",
       "      <td>0.590909</td>\n",
       "      <td>-1.428843</td>\n",
       "      <td>0.543557</td>\n",
       "      <td>0.015496</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.346154</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.291667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.037037</td>\n",
       "      <td>0.365458</td>\n",
       "      <td>0.929330</td>\n",
       "      <td>0.530612</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.218750</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.269231</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.846154</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schikanederemanuel, coxjohn, levinejames, batt...</td>\n",
       "      <td>0.007937</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.119048</td>\n",
       "      <td>0.539274</td>\n",
       "      <td>0.539274</td>\n",
       "      <td>0.544613</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>-2.678072</td>\n",
       "      <td>0.379869</td>\n",
       "      <td>0.020661</td>\n",
       "      <td>0.158730</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.015873</td>\n",
       "      <td>0.135135</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.235726</td>\n",
       "      <td>0.905271</td>\n",
       "      <td>0.254717</td>\n",
       "      <td>0.291139</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.174603</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>mozartwolfgang amadeus, aberthermann</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.522468</td>\n",
       "      <td>0.522468</td>\n",
       "      <td>0.544438</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.380952</td>\n",
       "      <td>0.551724</td>\n",
       "      <td>0.380952</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>-1.392317</td>\n",
       "      <td>0.568535</td>\n",
       "      <td>0.018595</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.310345</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.347895</td>\n",
       "      <td>0.917825</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.538462</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.305556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.611111</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>schikanederemanuel, pahlenkurt</td>\n",
       "      <td>0.033333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.520901</td>\n",
       "      <td>0.520901</td>\n",
       "      <td>0.560295</td>\n",
       "      <td>0.466667</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.405405</td>\n",
       "      <td>0.576923</td>\n",
       "      <td>0.405405</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>-1.302563</td>\n",
       "      <td>0.583874</td>\n",
       "      <td>0.017562</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.346154</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.032258</td>\n",
       "      <td>0.365099</td>\n",
       "      <td>0.926133</td>\n",
       "      <td>0.489796</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.733333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>mozartwolfgang amadeus, levinejames, schikaned...</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.106742</td>\n",
       "      <td>0.106742</td>\n",
       "      <td>0.532111</td>\n",
       "      <td>0.532111</td>\n",
       "      <td>0.532111</td>\n",
       "      <td>0.115169</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.117318</td>\n",
       "      <td>0.210000</td>\n",
       "      <td>0.117318</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>-3.091498</td>\n",
       "      <td>0.335581</td>\n",
       "      <td>0.021694</td>\n",
       "      <td>0.117978</td>\n",
       "      <td>0.106742</td>\n",
       "      <td>0.016854</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.017647</td>\n",
       "      <td>0.212010</td>\n",
       "      <td>0.899757</td>\n",
       "      <td>0.216418</td>\n",
       "      <td>0.257732</td>\n",
       "      <td>0.084615</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.193820</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.005618</td>\n",
       "      <td>0.123596</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>gröbliroland, nikolaus</td>\n",
       "      <td>mozartwolfgang amadeus, pahlenkurt, königrosmarie</td>\n",
       "      <td>0.081633</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.224490</td>\n",
       "      <td>0.224490</td>\n",
       "      <td>0.538768</td>\n",
       "      <td>0.538768</td>\n",
       "      <td>0.565113</td>\n",
       "      <td>0.336735</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.392157</td>\n",
       "      <td>0.563380</td>\n",
       "      <td>0.392157</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>-1.350497</td>\n",
       "      <td>0.609145</td>\n",
       "      <td>0.021694</td>\n",
       "      <td>0.408163</td>\n",
       "      <td>0.244898</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.084507</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.344137</td>\n",
       "      <td>0.907041</td>\n",
       "      <td>0.521127</td>\n",
       "      <td>0.446809</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.275510</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.448980</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                       str1  \\\n",
       "138  gröbliroland, nikolaus   \n",
       "20   gröbliroland, nikolaus   \n",
       "39   gröbliroland, nikolaus   \n",
       "124  gröbliroland, nikolaus   \n",
       "84   gröbliroland, nikolaus   \n",
       "42   gröbliroland, nikolaus   \n",
       "32   gröbliroland, nikolaus   \n",
       "26   gröbliroland, nikolaus   \n",
       "122  gröbliroland, nikolaus   \n",
       "17   gröbliroland, nikolaus   \n",
       "9    gröbliroland, nikolaus   \n",
       "31   gröbliroland, nikolaus   \n",
       "88   gröbliroland, nikolaus   \n",
       "4    gröbliroland, nikolaus   \n",
       "92   gröbliroland, nikolaus   \n",
       "91   gröbliroland, nikolaus   \n",
       "1    gröbliroland, nikolaus   \n",
       "65   gröbliroland, nikolaus   \n",
       "101  gröbliroland, nikolaus   \n",
       "57   gröbliroland, nikolaus   \n",
       "77   gröbliroland, nikolaus   \n",
       "95   gröbliroland, nikolaus   \n",
       "54   gröbliroland, nikolaus   \n",
       "120  gröbliroland, nikolaus   \n",
       "87   gröbliroland, nikolaus   \n",
       "5    gröbliroland, nikolaus   \n",
       "114  gröbliroland, nikolaus   \n",
       "109  gröbliroland, nikolaus   \n",
       "2    gröbliroland, nikolaus   \n",
       "59   gröbliroland, nikolaus   \n",
       "\n",
       "                                                  str2   Hamming  MLIPNS  \\\n",
       "138                             müllhaupthans heinrich  0.045455     0.0   \n",
       "20         schlöndorffvolker, wurlitzerrudy, frischmax  0.046512     0.0   \n",
       "39                      schikanederemanuel, soldankurt  0.033333     0.0   \n",
       "124                                 schusterhans-peter  0.090909     0.0   \n",
       "84                   kesslersigrid, ritschardcharlotte  0.060606     0.0   \n",
       "42        moehnheinz, schikanederemanuel, grubergernot  0.045455     0.0   \n",
       "32   heilmannuwe, josumi, krausmichael, leitnerlott...  0.000000     0.0   \n",
       "26                           levinejames, hockneydavid  0.040000     0.0   \n",
       "122  scherrera.u., ledergerberb., von wylv., bönij....  0.002845     0.0   \n",
       "17                           fesslermichel, jacquetluc  0.080000     0.0   \n",
       "9                            austenjane, barnesannette  0.000000     0.0   \n",
       "31                                          soltigeorg  0.045455     0.0   \n",
       "88   balmellicarlo, mozartwolfgang amadeus, mozartw...  0.016393     0.0   \n",
       "4    schikanederemanuel, hockneydavid, coxjohn, lev...  0.005917     0.0   \n",
       "92             schikanederemanuel, gieseckecarl ludwig  0.025641     0.0   \n",
       "91   schlöndorffvolker, myersstanley, wurlitzerrudo...  0.012346     0.0   \n",
       "1                                                       0.000000     0.0   \n",
       "65                                mollkurt, daviscolin  0.045455     0.0   \n",
       "101                                        renwickjohn  0.045455     0.0   \n",
       "57                    aberthermann, schikanederemanuel  0.156250     0.0   \n",
       "77   schlöndorffvolker, frischmax, junkersdorfeberh...  0.011364     0.0   \n",
       "95              krusegeorg richard, schikanederemanuel  0.052632     0.0   \n",
       "54   jacquetluc, simonemilie, fesslermichel, darond...  0.000000     0.0   \n",
       "120                                      klempererotto  0.045455     0.0   \n",
       "87                          schmidtrolf, kesslersigrid  0.000000     0.0   \n",
       "5    schikanederemanuel, coxjohn, levinejames, batt...  0.007937     0.0   \n",
       "114               mozartwolfgang amadeus, aberthermann  0.111111     0.0   \n",
       "109                     schikanederemanuel, pahlenkurt  0.033333     0.0   \n",
       "2    mozartwolfgang amadeus, levinejames, schikaned...  0.022472     0.0   \n",
       "59   mozartwolfgang amadeus, pahlenkurt, königrosmarie  0.081633     0.0   \n",
       "\n",
       "     Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  \\\n",
       "138     0.090909            0.181818  0.494949     0.494949  0.540404   \n",
       "20      0.209302            0.209302  0.574789     0.574789  0.616015   \n",
       "39      0.233333            0.233333  0.571717     0.571717  0.595354   \n",
       "124     0.090909            0.090909  0.468013     0.468013  0.528620   \n",
       "84      0.212121            0.212121  0.544012     0.544012  0.574315   \n",
       "42      0.136364            0.159091  0.540909     0.540909  0.554545   \n",
       "32      0.145455            0.145455  0.538437     0.538437  0.543892   \n",
       "26      0.160000            0.200000  0.601072     0.601072  0.635254   \n",
       "122     0.029872            0.031294  0.525583     0.525583  0.525583   \n",
       "17      0.200000            0.200000  0.478586     0.478586  0.538404   \n",
       "9       0.120000            0.120000  0.441549     0.441549  0.492822   \n",
       "31      0.136364            0.181818  0.513131     0.513131  0.527677   \n",
       "88      0.245902            0.262295  0.574792     0.574792  0.593346   \n",
       "4       0.094675            0.094675  0.542478     0.542478  0.547615   \n",
       "92      0.230769            0.230769  0.533256     0.533256  0.561694   \n",
       "91      0.160494            0.172840  0.550505     0.550505  0.573625   \n",
       "1       0.000000            0.000000  0.000000     0.000000  0.000000   \n",
       "65      0.181818            0.272727  0.635931     0.635931  0.674113   \n",
       "101     0.136364            0.181818  0.494949     0.494949  0.549495   \n",
       "57      0.250000            0.250000  0.627967     0.627967  0.658649   \n",
       "77      0.147727            0.147727  0.562121     0.562121  0.573485   \n",
       "95      0.263158            0.263158  0.536629     0.536629  0.550984   \n",
       "54      0.188679            0.188679  0.490648     0.490648  0.522809   \n",
       "120     0.090909            0.090909  0.470629     0.470629  0.519580   \n",
       "87      0.192308            0.230769  0.519814     0.519814  0.561772   \n",
       "5       0.111111            0.119048  0.539274     0.539274  0.544613   \n",
       "114     0.222222            0.222222  0.522468     0.522468  0.544438   \n",
       "109     0.200000            0.233333  0.520901     0.520901  0.560295   \n",
       "2       0.106742            0.106742  0.532111     0.532111  0.532111   \n",
       "59      0.224490            0.224490  0.538768     0.538768  0.565113   \n",
       "\n",
       "     NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky   Overlap  \\\n",
       "138         0.522727       0.090909  0.375000  0.545455  0.375000  0.545455   \n",
       "20          0.360465       0.136364  0.382979  0.553846  0.382979  0.818182   \n",
       "39          0.483333       0.136364  0.444444  0.615385  0.444444  0.727273   \n",
       "124         0.454545       0.055556  0.176471  0.300000  0.176471  0.333333   \n",
       "84          0.439394       0.090909  0.375000  0.545455  0.375000  0.681818   \n",
       "42          0.318182       0.045455  0.404255  0.575758  0.404255  0.863636   \n",
       "32          0.172727       0.181818  0.178571  0.303030  0.178571  0.909091   \n",
       "26          0.480000       0.045455  0.382353  0.553191  0.382353  0.590909   \n",
       "122         0.030583       0.090909  0.031294  0.060690  0.031294  1.000000   \n",
       "17          0.540000       0.090909  0.270270  0.425532  0.270270  0.454545   \n",
       "9           0.460000       0.000000  0.270270  0.425532  0.270270  0.454545   \n",
       "31          0.295455       0.000000  0.280000  0.437500  0.280000  0.700000   \n",
       "88          0.303279       0.181818  0.296875  0.457831  0.296875  0.863636   \n",
       "4           0.112426       0.090909  0.116959  0.209424  0.116959  0.909091   \n",
       "92          0.397436       0.000000  0.418605  0.590164  0.418605  0.818182   \n",
       "91          0.216049       0.227273  0.256098  0.407767  0.256098  0.954545   \n",
       "1           0.000000       0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "65          0.545455       0.150000  0.615385  0.761905  0.615385  0.800000   \n",
       "101         0.318182       0.090909  0.222222  0.363636  0.222222  0.545455   \n",
       "57          0.468750       0.090909  0.384615  0.555556  0.384615  0.681818   \n",
       "77          0.198864       0.045455  0.235955  0.381818  0.235955  0.954545   \n",
       "95          0.421053       0.090909  0.395349  0.566667  0.395349  0.772727   \n",
       "54          0.301887       0.090909  0.315789  0.480000  0.315789  0.818182   \n",
       "120         0.340909       0.000000  0.206897  0.342857  0.206897  0.461538   \n",
       "87          0.480769       0.000000  0.371429  0.541667  0.371429  0.590909   \n",
       "5           0.142857       0.045455  0.156250  0.270270  0.156250  0.909091   \n",
       "114         0.416667       0.045455  0.380952  0.551724  0.380952  0.727273   \n",
       "109         0.466667       0.090909  0.405405  0.576923  0.405405  0.681818   \n",
       "2           0.115169       0.181818  0.117318  0.210000  0.117318  0.954545   \n",
       "59          0.336735       0.045455  0.392157  0.563380  0.392157  0.909091   \n",
       "\n",
       "     Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "138 -1.415037  0.545455    0.014463  0.545455  0.318182  0.090909   \n",
       "20  -1.384664  0.585230    0.020661  0.418605  0.209302  0.046512   \n",
       "39  -1.169925  0.622799    0.019628  0.533333  0.333333  0.066667   \n",
       "124 -2.502500  0.301511    0.008264  0.272727  0.181818  0.090909   \n",
       "84  -1.415037  0.556702    0.017562  0.454545  0.242424  0.090909   \n",
       "42  -1.306661  0.610683    0.021694  0.431818  0.181818  0.045455   \n",
       "32  -2.485427  0.406558    0.020661  0.181818  0.145455  0.027273   \n",
       "26  -1.387023  0.554322    0.016529  0.520000  0.280000  0.080000   \n",
       "122 -4.997949  0.176902    0.022727  0.031294  0.029872  0.005690   \n",
       "17  -1.887525  0.426401    0.013430  0.400000  0.280000  0.080000   \n",
       "9   -1.887525  0.426401    0.011364  0.400000  0.240000  0.120000   \n",
       "31  -1.836501  0.471940    0.011364  0.318182  0.181818  0.090909   \n",
       "88  -1.752072  0.518654    0.020661  0.311475  0.262295  0.032787   \n",
       "4   -3.095924  0.328001    0.020661  0.118343  0.094675  0.017751   \n",
       "92  -1.256340  0.614510    0.018595  0.461538  0.256410  0.051282   \n",
       "91  -1.965235  0.497468    0.021694  0.259259  0.172840  0.037037   \n",
       "1        -inf  0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "65  -0.700440  0.762770    0.019628  0.727273  0.318182  0.090909   \n",
       "101 -2.169925  0.385695    0.009298  0.272727  0.227273  0.045455   \n",
       "57  -1.378512  0.565334    0.018595  0.468750  0.312500  0.062500   \n",
       "77  -2.083416  0.477273    0.021694  0.238636  0.147727  0.034091   \n",
       "95  -1.338802  0.587957    0.020661  0.447368  0.289474  0.078947   \n",
       "54  -1.662965  0.527137    0.018595  0.339623  0.207547  0.037736   \n",
       "120 -2.273018  0.354787    0.008264  0.272727  0.181818  0.090909   \n",
       "87  -1.428843  0.543557    0.015496  0.500000  0.346154  0.115385   \n",
       "5   -2.678072  0.379869    0.020661  0.158730  0.111111  0.015873   \n",
       "114 -1.392317  0.568535    0.018595  0.444444  0.250000  0.055556   \n",
       "109 -1.302563  0.583874    0.017562  0.500000  0.300000  0.066667   \n",
       "2   -3.091498  0.335581    0.021694  0.117978  0.106742  0.016854   \n",
       "59  -1.350497  0.609145    0.021694  0.408163  0.244898  0.040816   \n",
       "\n",
       "     RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "138           0.318182     0.0   0.043478  0.327752    0.906811  0.571429   \n",
       "20            0.276923     0.0   0.045455  0.310843    0.880923  0.500000   \n",
       "39            0.307692     0.0   0.033333  0.401996    0.937309  0.551020   \n",
       "124           0.200000     0.0   0.043478  0.197190    0.814530  0.448980   \n",
       "84            0.290909     0.0   0.029412  0.377838    0.931062  0.510204   \n",
       "42            0.151515     0.0   0.045455  0.364934    0.927416  0.517241   \n",
       "32            0.242424     0.0   0.009709  0.255915    0.908876  0.295918   \n",
       "26            0.297872     0.0   0.038462  0.345014    0.907163  0.510204   \n",
       "122           0.055172     0.0  -0.005474  0.115956    0.879130  0.081522   \n",
       "17            0.255319     0.0   0.038462  0.290112    0.896905  0.469388   \n",
       "9             0.127660     0.0   0.000000  0.318861    0.838250  0.571429   \n",
       "31            0.250000     0.0   0.043478  0.235507    0.802704  0.489796   \n",
       "88            0.385542     0.0   0.081967  0.317393    0.927076  0.476923   \n",
       "4             0.125654     0.0   0.018750  0.206731    0.896922  0.227273   \n",
       "92            0.327869     0.0   0.025000  0.368481    0.936233  0.518519   \n",
       "91            0.233010     0.0   0.025641  0.261644    0.876692  0.388889   \n",
       "1             0.000000     0.0   0.043478  0.000000    0.208823  0.000000   \n",
       "65            0.190476     0.0   0.086957  0.462429    0.953323  0.551020   \n",
       "101           0.242424     0.0   0.043478  0.194387    0.827347  0.448980   \n",
       "57            0.333333     0.0  -0.032258  0.379572    0.931101  0.489796   \n",
       "77            0.218182     0.0   0.023810  0.266349    0.887965  0.315217   \n",
       "95            0.333333     0.0   0.025641  0.393512    0.941861  0.509434   \n",
       "54            0.240000     0.0   0.037736  0.285114    0.900359  0.455882   \n",
       "120           0.228571     0.0   0.043478  0.167088    0.760092  0.448980   \n",
       "87            0.291667     0.0   0.037037  0.365458    0.929330  0.530612   \n",
       "5             0.135135     0.0   0.025000  0.235726    0.905271  0.254717   \n",
       "114           0.310345     0.0   0.054054  0.347895    0.917825  0.500000   \n",
       "109           0.346154     0.0   0.032258  0.365099    0.926133  0.489796   \n",
       "2             0.100000     0.0   0.017647  0.212010    0.899757  0.216418   \n",
       "59            0.084507     0.0   0.040000  0.344137    0.907041  0.521127   \n",
       "\n",
       "      LZMANCD   ZLIBNCD       MRA    Editex  Prefix   Postfix    Length  \\\n",
       "138  0.636364  0.206897  0.000000  0.227273     0.0  0.000000  1.000000   \n",
       "20   0.488372  0.140000  0.000000  0.372093     0.0  0.000000  0.511628   \n",
       "39   0.567568  0.166667  0.166667  0.316667     0.0  0.000000  0.733333   \n",
       "124  0.636364  0.214286  0.000000  0.227273     0.0  0.000000  0.818182   \n",
       "84   0.589744  0.194444  0.166667  0.348485     0.0  0.000000  0.666667   \n",
       "42   0.488372  0.180000  0.000000  0.272727     0.0  0.000000  0.500000   \n",
       "32   0.295775  0.123596  0.000000  0.250000     0.0  0.000000  0.200000   \n",
       "26   0.657143  0.193548  0.000000  0.300000     0.0  0.000000  0.880000   \n",
       "122  0.115207  0.039326  0.000000  0.109531     0.0  0.000000  0.031294   \n",
       "17   0.657143  0.193548  0.166667  0.360000     0.0  0.000000  0.880000   \n",
       "9    0.657143  0.258065  0.000000  0.280000     0.0  0.000000  0.880000   \n",
       "31   0.636364  0.214286  0.000000  0.227273     0.0  0.000000  0.454545   \n",
       "88   0.511111  0.133333  0.166667  0.311475     0.0  0.032787  0.360656   \n",
       "4    0.247312  0.080645  0.166667  0.195266     0.0  0.005917  0.130178   \n",
       "92   0.512195  0.177778  0.000000  0.346154     0.0  0.000000  0.564103   \n",
       "91   0.396825  0.177215  0.000000  0.277778     0.0  0.000000  0.271605   \n",
       "1    0.272727  0.214286  0.000000  0.000000     0.0  0.000000  0.000000   \n",
       "65   0.636364  0.214286  0.166667  0.272727     0.0  0.000000  0.909091   \n",
       "101  0.636364  0.214286  0.000000  0.204545     0.0  0.000000  0.500000   \n",
       "57   0.567568  0.162162  0.000000  0.328125     0.0  0.000000  0.687500   \n",
       "77   0.365079  0.172840  0.000000  0.221591     0.0  0.000000  0.250000   \n",
       "95   0.512195  0.181818  0.166667  0.355263     0.0  0.000000  0.578947   \n",
       "54   0.469388  0.178571  0.166667  0.311321     0.0  0.018868  0.415094   \n",
       "120  0.696970  0.214286  0.000000  0.250000     0.0  0.000000  0.590909   \n",
       "87   0.600000  0.218750  0.000000  0.269231     0.0  0.000000  0.846154   \n",
       "5    0.291139  0.100000  0.000000  0.214286     0.0  0.000000  0.174603   \n",
       "114  0.538462  0.142857  0.000000  0.305556     0.0  0.000000  0.611111   \n",
       "109  0.567568  0.166667  0.166667  0.333333     0.0  0.000000  0.733333   \n",
       "2    0.257732  0.084615  0.166667  0.193820     0.0  0.005618  0.123596   \n",
       "59   0.446809  0.178571  0.000000  0.275510     0.0  0.000000  0.448980   \n",
       "\n",
       "     Identity  Matrix  \n",
       "138       0.0     0.0  \n",
       "20        0.0     0.0  \n",
       "39        0.0     0.0  \n",
       "124       0.0     0.0  \n",
       "84        0.0     0.0  \n",
       "42        0.0     0.0  \n",
       "32        0.0     0.0  \n",
       "26        0.0     0.0  \n",
       "122       0.0     0.0  \n",
       "17        0.0     0.0  \n",
       "9         0.0     0.0  \n",
       "31        0.0     0.0  \n",
       "88        0.0     0.0  \n",
       "4         0.0     0.0  \n",
       "92        0.0     0.0  \n",
       "91        0.0     0.0  \n",
       "1         0.0     0.0  \n",
       "65        0.0     0.0  \n",
       "101       0.0     0.0  \n",
       "57        0.0     0.0  \n",
       "77        0.0     0.0  \n",
       "95        0.0     0.0  \n",
       "54        0.0     0.0  \n",
       "120       0.0     0.0  \n",
       "87        0.0     0.0  \n",
       "5         0.0     0.0  \n",
       "114       0.0     0.0  \n",
       "109       0.0     0.0  \n",
       "2         0.0     0.0  \n",
       "59        0.0     0.0  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "person_representations = ['100', '245c', '700']\n",
    "\n",
    "for pr in person_representations :\n",
    "    df_string_pairs = daf.string_pair_list(df_feature_base, 'person_'+pr+'_x')\n",
    "\n",
    "    print('\\nperson_'+pr+'\\n**********')\n",
    "    for algorithm in tedi_algorithms :\n",
    "        if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "            daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "    display(df_string_pairs.sample(n=num_of_samples(df_string_pairs)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### pubinit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "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>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>alber</td>\n",
       "      <td>bei a.h. hirsch</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.488889</td>\n",
       "      <td>0.488889</td>\n",
       "      <td>0.515556</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.461880</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.195675</td>\n",
       "      <td>0.746472</td>\n",
       "      <td>0.638889</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>alber</td>\n",
       "      <td>universitätsverlag, klett + balmer</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.472549</td>\n",
       "      <td>0.472549</td>\n",
       "      <td>0.495490</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.256410</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-2.765535</td>\n",
       "      <td>0.383482</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.205128</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.146564</td>\n",
       "      <td>0.677262</td>\n",
       "      <td>0.438596</td>\n",
       "      <td>0.589744</td>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.191176</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.147059</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>67</th>\n",
       "      <td>alber</td>\n",
       "      <td>servizio topografico federale</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.103448</td>\n",
       "      <td>0.103448</td>\n",
       "      <td>0.489655</td>\n",
       "      <td>0.489655</td>\n",
       "      <td>0.560000</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-2.906891</td>\n",
       "      <td>0.332182</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.103448</td>\n",
       "      <td>0.068966</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.133480</td>\n",
       "      <td>0.686192</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.621622</td>\n",
       "      <td>0.171429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.172414</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>alber</td>\n",
       "      <td>libération</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.633333</td>\n",
       "      <td>0.693333</td>\n",
       "      <td>0.350000</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.533333</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-1.459432</td>\n",
       "      <td>0.565685</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.248894</td>\n",
       "      <td>0.777217</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.352941</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>alber</td>\n",
       "      <td>de fer</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.614444</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.365148</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.234189</td>\n",
       "      <td>0.821272</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>alber</td>\n",
       "      <td>peters</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.577778</td>\n",
       "      <td>0.614444</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.365148</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.234189</td>\n",
       "      <td>0.821272</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>alber</td>\n",
       "      <td>p. reclam jun.</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.493651</td>\n",
       "      <td>0.493651</td>\n",
       "      <td>0.520794</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.421053</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-1.906891</td>\n",
       "      <td>0.478091</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.182653</td>\n",
       "      <td>0.713728</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>alber</td>\n",
       "      <td>atlantis musikbuch-verlag</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.493333</td>\n",
       "      <td>0.493333</td>\n",
       "      <td>0.541333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.447214</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.038462</td>\n",
       "      <td>0.152457</td>\n",
       "      <td>0.664969</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.657143</td>\n",
       "      <td>0.193548</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>alber</td>\n",
       "      <td>deutsche grammophon gesellschaft</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.453472</td>\n",
       "      <td>0.453472</td>\n",
       "      <td>0.453472</td>\n",
       "      <td>0.109375</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.121212</td>\n",
       "      <td>0.216216</td>\n",
       "      <td>0.121212</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-3.044394</td>\n",
       "      <td>0.316228</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.108108</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.119153</td>\n",
       "      <td>0.660531</td>\n",
       "      <td>0.460000</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>alber</td>\n",
       "      <td>archiati-verlag</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.511111</td>\n",
       "      <td>0.591111</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.461880</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.266667</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.133333</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.205867</td>\n",
       "      <td>0.754291</td>\n",
       "      <td>0.605263</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>alber</td>\n",
       "      <td>reclam</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.411111</td>\n",
       "      <td>0.411111</td>\n",
       "      <td>0.411111</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-0.807355</td>\n",
       "      <td>0.730297</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.390524</td>\n",
       "      <td>0.885569</td>\n",
       "      <td>0.888889</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>alber</td>\n",
       "      <td>idealibri</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.664815</td>\n",
       "      <td>0.664815</td>\n",
       "      <td>0.664815</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-0.847997</td>\n",
       "      <td>0.745356</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.378804</td>\n",
       "      <td>0.881507</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>alber</td>\n",
       "      <td>bechtold</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.550000</td>\n",
       "      <td>0.550000</td>\n",
       "      <td>0.582500</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-1.736966</td>\n",
       "      <td>0.474342</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.219670</td>\n",
       "      <td>0.770757</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>alber</td>\n",
       "      <td>edition peters</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.423810</td>\n",
       "      <td>0.423810</td>\n",
       "      <td>0.505238</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.210526</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-3.087463</td>\n",
       "      <td>0.239046</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.210526</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.113995</td>\n",
       "      <td>0.715649</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>alber</td>\n",
       "      <td>terzio, verlag für interaktive medien</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.081081</td>\n",
       "      <td>0.081081</td>\n",
       "      <td>0.469369</td>\n",
       "      <td>0.469369</td>\n",
       "      <td>0.492072</td>\n",
       "      <td>0.108108</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-3.247928</td>\n",
       "      <td>0.294086</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.108108</td>\n",
       "      <td>0.081081</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.116099</td>\n",
       "      <td>0.675147</td>\n",
       "      <td>0.406780</td>\n",
       "      <td>0.560976</td>\n",
       "      <td>0.159091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.135135</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.135135</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>alber</td>\n",
       "      <td>kinowelt home entertainment gmbh</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.093750</td>\n",
       "      <td>0.093750</td>\n",
       "      <td>0.453472</td>\n",
       "      <td>0.453472</td>\n",
       "      <td>0.476597</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-2.678072</td>\n",
       "      <td>0.395285</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.093750</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.149441</td>\n",
       "      <td>0.698978</td>\n",
       "      <td>0.510638</td>\n",
       "      <td>0.567568</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.171875</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>64</th>\n",
       "      <td>alber</td>\n",
       "      <td>interkantonale lehrmittelzentrale, staatlicher...</td>\n",
       "      <td>0.031746</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.063492</td>\n",
       "      <td>0.063492</td>\n",
       "      <td>0.454497</td>\n",
       "      <td>0.454497</td>\n",
       "      <td>0.476085</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.062500</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-4.000000</td>\n",
       "      <td>0.225374</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.063492</td>\n",
       "      <td>0.063492</td>\n",
       "      <td>0.031746</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.048387</td>\n",
       "      <td>0.106655</td>\n",
       "      <td>0.704665</td>\n",
       "      <td>0.343284</td>\n",
       "      <td>0.450980</td>\n",
       "      <td>0.155172</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.079365</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>alber</td>\n",
       "      <td>albin michel</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.616667</td>\n",
       "      <td>0.616667</td>\n",
       "      <td>0.645000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.470588</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-1.700440</td>\n",
       "      <td>0.516398</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.470588</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.225289</td>\n",
       "      <td>0.761210</td>\n",
       "      <td>0.612903</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>alber</td>\n",
       "      <td>springer vs</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.360606</td>\n",
       "      <td>0.360606</td>\n",
       "      <td>0.418788</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.269680</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.129008</td>\n",
       "      <td>0.723890</td>\n",
       "      <td>0.705882</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.352941</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>alber</td>\n",
       "      <td>population council</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.337037</td>\n",
       "      <td>0.337037</td>\n",
       "      <td>0.388148</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.173913</td>\n",
       "      <td>0.095238</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-3.392317</td>\n",
       "      <td>0.210819</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.173913</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.095931</td>\n",
       "      <td>0.701251</td>\n",
       "      <td>0.594595</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.194444</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.277778</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>alber</td>\n",
       "      <td>orell füssli</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.505556</td>\n",
       "      <td>0.505556</td>\n",
       "      <td>0.533889</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.352941</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-2.222392</td>\n",
       "      <td>0.387298</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.083333</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.187618</td>\n",
       "      <td>0.765790</td>\n",
       "      <td>0.589744</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>alber</td>\n",
       "      <td>modern library</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.493651</td>\n",
       "      <td>0.493651</td>\n",
       "      <td>0.520794</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.526316</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-1.485427</td>\n",
       "      <td>0.597614</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.210526</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.066667</td>\n",
       "      <td>0.241532</td>\n",
       "      <td>0.757394</td>\n",
       "      <td>0.638889</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.357143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>alber</td>\n",
       "      <td>universal edition</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.511765</td>\n",
       "      <td>0.511765</td>\n",
       "      <td>0.537647</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-2.169925</td>\n",
       "      <td>0.433861</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.235294</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.117647</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.167544</td>\n",
       "      <td>0.706591</td>\n",
       "      <td>0.615385</td>\n",
       "      <td>0.741935</td>\n",
       "      <td>0.260870</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.205882</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.294118</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>alber</td>\n",
       "      <td>könemann</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.441667</td>\n",
       "      <td>0.441667</td>\n",
       "      <td>0.441667</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-2.459432</td>\n",
       "      <td>0.316228</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.174029</td>\n",
       "      <td>0.792973</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>alber</td>\n",
       "      <td>springer medizin</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.341667</td>\n",
       "      <td>0.341667</td>\n",
       "      <td>0.394167</td>\n",
       "      <td>0.218750</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.105263</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-3.247928</td>\n",
       "      <td>0.223607</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.105153</td>\n",
       "      <td>0.700569</td>\n",
       "      <td>0.621622</td>\n",
       "      <td>0.724138</td>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.156250</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.312500</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>alber</td>\n",
       "      <td>emi records</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.527273</td>\n",
       "      <td>0.527273</td>\n",
       "      <td>0.556364</td>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.269680</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.138814</td>\n",
       "      <td>0.735409</td>\n",
       "      <td>0.705882</td>\n",
       "      <td>0.851852</td>\n",
       "      <td>0.352941</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>alber</td>\n",
       "      <td>s. höhr, beer</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.425641</td>\n",
       "      <td>0.425641</td>\n",
       "      <td>0.453333</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.4</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.372104</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.182991</td>\n",
       "      <td>0.758548</td>\n",
       "      <td>0.589744</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.384615</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>alber</td>\n",
       "      <td>tdk recording media europe, opernhaus</td>\n",
       "      <td>0.027027</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.081081</td>\n",
       "      <td>0.081081</td>\n",
       "      <td>0.318018</td>\n",
       "      <td>0.318018</td>\n",
       "      <td>0.363423</td>\n",
       "      <td>0.108108</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.6</td>\n",
       "      <td>-3.700440</td>\n",
       "      <td>0.220564</td>\n",
       "      <td>0.06</td>\n",
       "      <td>0.081081</td>\n",
       "      <td>0.081081</td>\n",
       "      <td>0.054054</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.027778</td>\n",
       "      <td>0.090132</td>\n",
       "      <td>0.654757</td>\n",
       "      <td>0.452830</td>\n",
       "      <td>0.560976</td>\n",
       "      <td>0.146341</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.162162</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.135135</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>alber</td>\n",
       "      <td>cambridge univ. press</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.580159</td>\n",
       "      <td>0.580159</td>\n",
       "      <td>0.604921</td>\n",
       "      <td>0.214286</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-2.459432</td>\n",
       "      <td>0.390360</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.307692</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.140329</td>\n",
       "      <td>0.668817</td>\n",
       "      <td>0.547619</td>\n",
       "      <td>0.696970</td>\n",
       "      <td>0.222222</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.238095</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.238095</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>alber</td>\n",
       "      <td>schweizerische normen-vereinigung (snv)</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.051282</td>\n",
       "      <td>0.051282</td>\n",
       "      <td>0.483761</td>\n",
       "      <td>0.483761</td>\n",
       "      <td>0.551453</td>\n",
       "      <td>0.089744</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.4</td>\n",
       "      <td>-4.392317</td>\n",
       "      <td>0.143223</td>\n",
       "      <td>0.04</td>\n",
       "      <td>0.051282</td>\n",
       "      <td>0.051282</td>\n",
       "      <td>0.051282</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.060894</td>\n",
       "      <td>0.646229</td>\n",
       "      <td>0.370370</td>\n",
       "      <td>0.560976</td>\n",
       "      <td>0.177778</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.128205</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      str1                                               str2   Hamming  \\\n",
       "72   alber                                    bei a.h. hirsch  0.000000   \n",
       "17   alber                 universitätsverlag, klett + balmer  0.000000   \n",
       "67   alber                      servizio topografico federale  0.000000   \n",
       "76   alber                                         libération  0.200000   \n",
       "88   alber                                             de fer  0.000000   \n",
       "93   alber                                             peters  0.333333   \n",
       "74   alber                                     p. reclam jun.  0.000000   \n",
       "47   alber                          atlantis musikbuch-verlag  0.040000   \n",
       "4    alber                   deutsche grammophon gesellschaft  0.000000   \n",
       "68   alber                                    archiati-verlag  0.066667   \n",
       "1    alber                                             reclam  0.000000   \n",
       "49   alber                                          idealibri  0.000000   \n",
       "59   alber                                           bechtold  0.000000   \n",
       "92   alber                                     edition peters  0.000000   \n",
       "31   alber              terzio, verlag für interaktive medien  0.000000   \n",
       "21   alber                   kinowelt home entertainment gmbh  0.000000   \n",
       "64   alber  interkantonale lehrmittelzentrale, staatlicher...  0.031746   \n",
       "99   alber                                       albin michel  0.250000   \n",
       "104  alber                                        springer vs  0.000000   \n",
       "79   alber                                 population council  0.000000   \n",
       "40   alber                                       orell füssli  0.000000   \n",
       "94   alber                                     modern library  0.142857   \n",
       "35   alber                                  universal edition  0.000000   \n",
       "61   alber                                           könemann  0.125000   \n",
       "85   alber                                   springer medizin  0.000000   \n",
       "25   alber                                        emi records  0.090909   \n",
       "101  alber                                      s. höhr, beer  0.000000   \n",
       "15   alber              tdk recording media europe, opernhaus  0.027027   \n",
       "28   alber                              cambridge univ. press  0.047619   \n",
       "110  alber            schweizerische normen-vereinigung (snv)  0.000000   \n",
       "\n",
       "     MLIPNS  Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  \\\n",
       "72      0.0     0.133333            0.133333  0.488889     0.488889  0.515556   \n",
       "17      0.0     0.147059            0.147059  0.472549     0.472549  0.495490   \n",
       "67      0.0     0.103448            0.103448  0.489655     0.489655  0.560000   \n",
       "76      0.0     0.200000            0.300000  0.633333     0.633333  0.693333   \n",
       "88      0.0     0.333333            0.333333  0.577778     0.577778  0.614444   \n",
       "93      0.0     0.333333            0.333333  0.577778     0.577778  0.614444   \n",
       "74      0.0     0.071429            0.071429  0.493651     0.493651  0.520794   \n",
       "47      0.0     0.200000            0.200000  0.493333     0.493333  0.541333   \n",
       "4       0.0     0.062500            0.062500  0.453472     0.453472  0.453472   \n",
       "68      0.0     0.200000            0.200000  0.511111     0.511111  0.591111   \n",
       "1       0.0     0.000000            0.000000  0.411111     0.411111  0.411111   \n",
       "49      0.0     0.333333            0.444444  0.664815     0.664815  0.664815   \n",
       "59      0.0     0.000000            0.000000  0.550000     0.550000  0.582500   \n",
       "92      0.0     0.142857            0.142857  0.423810     0.423810  0.505238   \n",
       "31      0.0     0.081081            0.081081  0.469369     0.469369  0.492072   \n",
       "21      0.0     0.093750            0.093750  0.453472     0.453472  0.476597   \n",
       "64      0.0     0.063492            0.063492  0.454497     0.454497  0.476085   \n",
       "99      0.0     0.333333            0.333333  0.616667     0.616667  0.645000   \n",
       "104     0.0     0.181818            0.181818  0.360606     0.360606  0.418788   \n",
       "79      0.0     0.055556            0.055556  0.337037     0.337037  0.388148   \n",
       "40      0.0     0.083333            0.166667  0.505556     0.505556  0.533889   \n",
       "94      0.0     0.214286            0.214286  0.493651     0.493651  0.520794   \n",
       "35      0.0     0.176471            0.176471  0.511765     0.511765  0.537647   \n",
       "61      0.0     0.125000            0.125000  0.441667     0.441667  0.441667   \n",
       "85      0.0     0.125000            0.125000  0.341667     0.341667  0.394167   \n",
       "25      0.0     0.181818            0.181818  0.527273     0.527273  0.556364   \n",
       "101     0.0     0.230769            0.230769  0.425641     0.425641  0.453333   \n",
       "15      0.0     0.081081            0.081081  0.318018     0.318018  0.363423   \n",
       "28      0.0     0.190476            0.190476  0.580159     0.580159  0.604921   \n",
       "110     0.0     0.051282            0.051282  0.483761     0.483761  0.551453   \n",
       "\n",
       "     NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky  Overlap  \\\n",
       "72          0.233333            0.0  0.250000  0.400000  0.250000      0.8   \n",
       "17          0.147059            0.8  0.147059  0.256410  0.147059      1.0   \n",
       "67          0.137931            0.2  0.133333  0.235294  0.133333      0.8   \n",
       "76          0.350000            0.2  0.363636  0.533333  0.363636      0.8   \n",
       "88          0.583333            0.4  0.222222  0.363636  0.222222      0.4   \n",
       "93          0.583333            0.2  0.222222  0.363636  0.222222      0.4   \n",
       "74          0.214286            0.0  0.266667  0.421053  0.266667      0.8   \n",
       "47          0.200000            0.0  0.200000  0.333333  0.200000      1.0   \n",
       "4           0.109375            0.0  0.121212  0.216216  0.121212      0.8   \n",
       "68          0.266667            0.0  0.250000  0.400000  0.250000      0.8   \n",
       "1           0.416667            0.0  0.571429  0.727273  0.571429      0.8   \n",
       "49          0.444444            0.4  0.555556  0.714286  0.555556      1.0   \n",
       "59          0.312500            0.0  0.300000  0.461538  0.300000      0.6   \n",
       "92          0.250000            0.2  0.117647  0.210526  0.117647      0.4   \n",
       "31          0.108108            0.2  0.105263  0.190476  0.105263      0.8   \n",
       "21          0.125000            0.0  0.156250  0.270270  0.156250      1.0   \n",
       "64          0.071429            0.0  0.062500  0.117647  0.062500      0.8   \n",
       "99          0.375000            0.2  0.307692  0.470588  0.307692      0.8   \n",
       "104         0.318182            0.0  0.142857  0.250000  0.142857      0.4   \n",
       "79          0.166667            0.0  0.095238  0.173913  0.095238      0.4   \n",
       "40          0.250000            0.0  0.214286  0.352941  0.214286      0.6   \n",
       "94          0.285714            0.0  0.357143  0.526316  0.357143      1.0   \n",
       "35          0.235294            0.0  0.222222  0.363636  0.222222      0.8   \n",
       "61          0.375000            0.0  0.181818  0.307692  0.181818      0.4   \n",
       "85          0.218750            0.0  0.105263  0.190476  0.105263      0.4   \n",
       "25          0.318182            0.0  0.142857  0.250000  0.142857      0.4   \n",
       "101         0.307692            0.4  0.200000  0.333333  0.200000      0.6   \n",
       "15          0.108108            0.0  0.076923  0.142857  0.076923      0.6   \n",
       "28          0.214286            0.0  0.181818  0.307692  0.181818      0.8   \n",
       "110         0.089744            0.0  0.047619  0.090909  0.047619      0.4   \n",
       "\n",
       "     Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "72  -2.000000  0.461880        0.08  0.266667  0.200000  0.133333   \n",
       "17  -2.765535  0.383482        0.10  0.147059  0.147059  0.058824   \n",
       "67  -2.906891  0.332182        0.08  0.137931  0.103448  0.068966   \n",
       "76  -1.459432  0.565685        0.08  0.400000  0.300000  0.100000   \n",
       "88  -2.169925  0.365148        0.04  0.333333  0.333333  0.333333   \n",
       "93  -2.169925  0.365148        0.04  0.333333  0.333333  0.333333   \n",
       "74  -1.906891  0.478091        0.08  0.285714  0.071429  0.071429   \n",
       "47  -2.321928  0.447214        0.10  0.200000  0.200000  0.080000   \n",
       "4   -3.044394  0.316228        0.08  0.125000  0.062500  0.031250   \n",
       "68  -2.000000  0.461880        0.08  0.266667  0.200000  0.133333   \n",
       "1   -0.807355  0.730297        0.08  0.666667  0.166667  0.166667   \n",
       "49  -0.847997  0.745356        0.10  0.555556  0.444444  0.222222   \n",
       "59  -1.736966  0.474342        0.06  0.375000  0.250000  0.250000   \n",
       "92  -3.087463  0.239046        0.04  0.142857  0.142857  0.142857   \n",
       "31  -3.247928  0.294086        0.08  0.108108  0.081081  0.054054   \n",
       "21  -2.678072  0.395285        0.10  0.156250  0.093750  0.062500   \n",
       "64  -4.000000  0.225374        0.08  0.063492  0.063492  0.031746   \n",
       "99  -1.700440  0.516398        0.08  0.333333  0.333333  0.250000   \n",
       "104 -2.807355  0.269680        0.04  0.181818  0.181818  0.181818   \n",
       "79  -3.392317  0.210819        0.04  0.111111  0.111111  0.055556   \n",
       "40  -2.222392  0.387298        0.06  0.250000  0.083333  0.083333   \n",
       "94  -1.485427  0.597614        0.10  0.357143  0.214286  0.142857   \n",
       "35  -2.169925  0.433861        0.08  0.235294  0.176471  0.117647   \n",
       "61  -2.459432  0.316228        0.04  0.250000  0.125000  0.125000   \n",
       "85  -3.247928  0.223607        0.04  0.125000  0.125000  0.125000   \n",
       "25  -2.807355  0.269680        0.04  0.181818  0.181818  0.090909   \n",
       "101 -2.321928  0.372104        0.06  0.230769  0.230769  0.153846   \n",
       "15  -3.700440  0.220564        0.06  0.081081  0.081081  0.054054   \n",
       "28  -2.459432  0.390360        0.08  0.190476  0.190476  0.047619   \n",
       "110 -4.392317  0.143223        0.04  0.051282  0.051282  0.051282   \n",
       "\n",
       "     RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "72            0.300000     0.0   0.062500  0.195675    0.746472  0.638889   \n",
       "17            0.205128     0.0   0.058824  0.146564    0.677262  0.438596   \n",
       "67            0.176471     0.0   0.066667  0.133480    0.686192  0.500000   \n",
       "76            0.133333     0.0   0.090909  0.248894    0.777217  0.666667   \n",
       "88            0.363636     0.0   0.142857  0.234189    0.821272  0.793103   \n",
       "93            0.363636     0.0   0.142857  0.234189    0.821272  0.851852   \n",
       "74            0.105263     0.0   0.066667  0.182653    0.713728  0.666667   \n",
       "47            0.333333     0.0   0.038462  0.152457    0.664969  0.500000   \n",
       "4             0.108108     0.0   0.030303  0.119153    0.660531  0.460000   \n",
       "68            0.300000     0.0   0.062500  0.205867    0.754291  0.605263   \n",
       "1             0.181818     0.0   0.142857  0.390524    0.885569  0.888889   \n",
       "49            0.571429     0.0   0.100000  0.378804    0.881507  0.833333   \n",
       "59            0.307692     0.0   0.111111  0.219670    0.770757  0.800000   \n",
       "92            0.210526     0.0   0.066667  0.113995    0.715649  0.600000   \n",
       "31            0.095238     0.0   0.054054  0.116099    0.675147  0.406780   \n",
       "21            0.162162     0.0   0.031250  0.149441    0.698978  0.510638   \n",
       "64            0.117647     0.0   0.048387  0.106655    0.704665  0.343284   \n",
       "99            0.470588     0.0   0.076923  0.225289    0.761210  0.612903   \n",
       "104           0.250000     0.0   0.083333  0.129008    0.723890  0.705882   \n",
       "79            0.173913     0.0   0.105263  0.095931    0.701251  0.594595   \n",
       "40            0.117647     0.0   0.076923  0.187618    0.765790  0.589744   \n",
       "94            0.210526     0.0   0.066667  0.241532    0.757394  0.638889   \n",
       "35            0.272727     0.0   0.055556  0.167544    0.706591  0.615385   \n",
       "61            0.153846     0.0   0.111111  0.174029    0.792973  0.677419   \n",
       "85            0.190476     0.0   0.058824  0.105153    0.700569  0.621622   \n",
       "25            0.250000     0.0   0.166667  0.138814    0.735409  0.705882   \n",
       "101           0.333333     0.0   0.071429  0.182991    0.758548  0.589744   \n",
       "15            0.142857     0.0   0.027778  0.090132    0.654757  0.452830   \n",
       "28            0.307692     0.0   0.045455  0.140329    0.668817  0.547619   \n",
       "110           0.090909     0.0   0.050000  0.060894    0.646229  0.370370   \n",
       "\n",
       "      LZMANCD   ZLIBNCD       MRA    Editex    Prefix   Postfix    Length  \\\n",
       "72   0.793103  0.285714  0.000000  0.266667  0.000000  0.000000  0.333333   \n",
       "17   0.589744  0.150000  0.000000  0.191176  0.000000  0.058824  0.147059   \n",
       "67   0.621622  0.171429  0.000000  0.137931  0.000000  0.000000  0.172414   \n",
       "76   0.851852  0.352941  0.166667  0.250000  0.000000  0.000000  0.500000   \n",
       "88   0.920000  0.500000  0.250000  0.416667  0.000000  0.333333  0.833333   \n",
       "93   0.920000  0.500000  0.000000  0.333333  0.000000  0.000000  0.833333   \n",
       "74   0.793103  0.300000  0.000000  0.142857  0.000000  0.000000  0.357143   \n",
       "47   0.657143  0.193548  0.333333  0.240000  0.040000  0.000000  0.200000   \n",
       "4    0.567568  0.162162  0.000000  0.250000  0.000000  0.000000  0.156250   \n",
       "68   0.793103  0.285714  0.333333  0.333333  0.066667  0.000000  0.333333   \n",
       "1    0.920000  0.500000  0.000000  0.166667  0.000000  0.000000  0.833333   \n",
       "49   0.851852  0.400000  0.000000  0.333333  0.000000  0.000000  0.555556   \n",
       "59   0.840000  0.428571  0.000000  0.250000  0.000000  0.000000  0.625000   \n",
       "92   0.793103  0.300000  0.000000  0.250000  0.000000  0.000000  0.357143   \n",
       "31   0.560976  0.159091  0.000000  0.135135  0.000000  0.000000  0.135135   \n",
       "21   0.567568  0.166667  0.000000  0.171875  0.000000  0.000000  0.156250   \n",
       "64   0.450980  0.155172  0.166667  0.142857  0.000000  0.000000  0.079365   \n",
       "99   0.777778  0.333333  0.500000  0.375000  0.250000  0.000000  0.416667   \n",
       "104  0.851852  0.352941  0.000000  0.227273  0.000000  0.000000  0.454545   \n",
       "79   0.741935  0.250000  0.166667  0.194444  0.000000  0.000000  0.277778   \n",
       "40   0.793103  0.315789  0.000000  0.333333  0.000000  0.000000  0.416667   \n",
       "94   0.793103  0.300000  0.000000  0.285714  0.000000  0.000000  0.357143   \n",
       "35   0.741935  0.260870  0.000000  0.205882  0.000000  0.000000  0.294118   \n",
       "61   0.851852  0.400000  0.000000  0.250000  0.000000  0.000000  0.625000   \n",
       "85   0.724138  0.272727  0.000000  0.156250  0.000000  0.000000  0.312500   \n",
       "25   0.851852  0.352941  0.166667  0.227273  0.000000  0.000000  0.454545   \n",
       "101  0.793103  0.300000  0.000000  0.384615  0.000000  0.153846  0.384615   \n",
       "15   0.560976  0.146341  0.000000  0.162162  0.000000  0.000000  0.135135   \n",
       "28   0.696970  0.222222  0.166667  0.238095  0.000000  0.000000  0.238095   \n",
       "110  0.560976  0.177778  0.000000  0.166667  0.000000  0.000000  0.128205   \n",
       "\n",
       "     Identity  Matrix  \n",
       "72        0.0     0.0  \n",
       "17        0.0     0.0  \n",
       "67        0.0     0.0  \n",
       "76        0.0     0.0  \n",
       "88        0.0     0.0  \n",
       "93        0.0     0.0  \n",
       "74        0.0     0.0  \n",
       "47        0.0     0.0  \n",
       "4         0.0     0.0  \n",
       "68        0.0     0.0  \n",
       "1         0.0     0.0  \n",
       "49        0.0     0.0  \n",
       "59        0.0     0.0  \n",
       "92        0.0     0.0  \n",
       "31        0.0     0.0  \n",
       "21        0.0     0.0  \n",
       "64        0.0     0.0  \n",
       "99        0.0     0.0  \n",
       "104       0.0     0.0  \n",
       "79        0.0     0.0  \n",
       "40        0.0     0.0  \n",
       "94        0.0     0.0  \n",
       "35        0.0     0.0  \n",
       "61        0.0     0.0  \n",
       "85        0.0     0.0  \n",
       "25        0.0     0.0  \n",
       "101       0.0     0.0  \n",
       "15        0.0     0.0  \n",
       "28        0.0     0.0  \n",
       "110       0.0     0.0  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'pubinit_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### scale"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>50000</td>\n",
       "      <td>50000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.00</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>50000</td>\n",
       "      <td>50 000 8 10 8 35 45 55 46 05</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.726190</td>\n",
       "      <td>0.780952</td>\n",
       "      <td>0.726190</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.2</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.303030</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>1.0</td>\n",
       "      <td>-2.485427</td>\n",
       "      <td>0.422577</td>\n",
       "      <td>0.10</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.107143</td>\n",
       "      <td>0.303030</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.152319</td>\n",
       "      <td>0.509693</td>\n",
       "      <td>0.594595</td>\n",
       "      <td>0.675676</td>\n",
       "      <td>0.233333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.178571</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>50000</td>\n",
       "      <td></td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.580744</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.360000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>50000</td>\n",
       "      <td>100000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.822222</td>\n",
       "      <td>0.822222</td>\n",
       "      <td>0.822222</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.8</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.8</td>\n",
       "      <td>-0.807355</td>\n",
       "      <td>0.730297</td>\n",
       "      <td>0.08</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.381966</td>\n",
       "      <td>0.874656</td>\n",
       "      <td>0.884615</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.5</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    str1                          str2   Hamming  MLIPNS  Levenshtein  \\\n",
       "2  50000                         50000  1.000000     1.0     1.000000   \n",
       "3  50000  50 000 8 10 8 35 45 55 46 05  0.142857     0.0     0.178571   \n",
       "0  50000                                0.000000     0.0     0.000000   \n",
       "1  50000                        100000  0.666667     1.0     0.666667   \n",
       "\n",
       "   DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch  \\\n",
       "2            1.000000  1.000000     1.000000  1.000000         1.000000   \n",
       "3            0.178571  0.726190     0.780952  0.726190         0.178571   \n",
       "0            0.000000  0.000000     0.000000  0.000000         0.000000   \n",
       "1            0.833333  0.822222     0.822222  0.822222         0.750000   \n",
       "\n",
       "   SmithWaterman   Jaccard  Sorensen   Tversky  Overlap  Tanimoto    Cosine  \\\n",
       "2            1.0  1.000000  1.000000  1.000000      1.0  0.000000  1.000000   \n",
       "3            0.2  0.178571  0.303030  0.178571      1.0 -2.485427  0.422577   \n",
       "0            0.0  0.000000  0.000000  0.000000      0.0      -inf  0.000000   \n",
       "1            0.8  0.571429  0.727273  0.571429      0.8 -0.807355  0.730297   \n",
       "\n",
       "   MongeElkan       Bag    LCSSeq    LCSStr  RatcliffObershelp  RLENCD  \\\n",
       "2        1.00  1.000000  1.000000  1.000000           1.000000     0.0   \n",
       "3        0.10  0.178571  0.178571  0.107143           0.303030     0.0   \n",
       "0        0.00  0.000000  0.000000  0.000000           0.000000     0.0   \n",
       "1        0.08  0.666667  0.666667  0.666667           0.727273     0.0   \n",
       "\n",
       "   BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD   LZMANCD   ZLIBNCD  MRA  \\\n",
       "2       0.25  0.585786    1.000000  1.000000  0.920000  0.666667  1.0   \n",
       "3       0.00  0.152319    0.509693  0.594595  0.675676  0.233333  0.0   \n",
       "0       0.25  0.000000    0.580744  0.000000  0.360000  0.666667  0.0   \n",
       "1       0.25  0.381966    0.874656  0.884615  0.920000  0.666667  0.5   \n",
       "\n",
       "     Editex    Prefix   Postfix    Length  Identity  Matrix  \n",
       "2  1.000000  1.000000  1.000000  1.000000       1.0     1.0  \n",
       "3  0.285714  0.071429  0.000000  0.178571       0.0     0.0  \n",
       "0  0.000000  0.000000  0.000000  0.000000       0.0     0.0  \n",
       "1  0.833333  0.000000  0.666667  0.833333       0.0     0.0  "
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'scale_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### ttlfull"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Attribute $\\texttt{ttlfull}$ consists of two different representations of data as can be seen in chapter [Data Analysis](./1_DataAnalysis.ipynb). Both representations will be investigated below."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "ttlfull_245\n",
      "***********\n",
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
       "      <th>NeedlemanWunsch</th>\n",
       "      <th>SmithWaterman</th>\n",
       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, il flauto magico : oper in zw...</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.592593</td>\n",
       "      <td>0.611111</td>\n",
       "      <td>0.748604</td>\n",
       "      <td>0.849162</td>\n",
       "      <td>0.863029</td>\n",
       "      <td>0.731481</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.780000</td>\n",
       "      <td>-0.736966</td>\n",
       "      <td>0.750555</td>\n",
       "      <td>0.0092</td>\n",
       "      <td>0.722222</td>\n",
       "      <td>0.685185</td>\n",
       "      <td>0.314815</td>\n",
       "      <td>0.711538</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.494201</td>\n",
       "      <td>0.971277</td>\n",
       "      <td>0.623377</td>\n",
       "      <td>0.632653</td>\n",
       "      <td>0.573770</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.314815</td>\n",
       "      <td>0.037037</td>\n",
       "      <td>0.925926</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>bonne chance !, cours de langue française prem...</td>\n",
       "      <td>0.041096</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.260274</td>\n",
       "      <td>0.287671</td>\n",
       "      <td>0.615982</td>\n",
       "      <td>0.615982</td>\n",
       "      <td>0.629461</td>\n",
       "      <td>0.472603</td>\n",
       "      <td>0.180000</td>\n",
       "      <td>0.518519</td>\n",
       "      <td>0.682927</td>\n",
       "      <td>0.518519</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>-0.947533</td>\n",
       "      <td>0.695189</td>\n",
       "      <td>0.0086</td>\n",
       "      <td>0.575342</td>\n",
       "      <td>0.315068</td>\n",
       "      <td>0.041096</td>\n",
       "      <td>0.260163</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.014493</td>\n",
       "      <td>0.396635</td>\n",
       "      <td>0.955673</td>\n",
       "      <td>0.352941</td>\n",
       "      <td>0.355932</td>\n",
       "      <td>0.289474</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.684932</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, oper in 2 aufzügen</td>\n",
       "      <td>0.360000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.680000</td>\n",
       "      <td>0.680000</td>\n",
       "      <td>0.815182</td>\n",
       "      <td>0.889109</td>\n",
       "      <td>0.892024</td>\n",
       "      <td>0.690000</td>\n",
       "      <td>0.542857</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.971429</td>\n",
       "      <td>-0.584963</td>\n",
       "      <td>0.812755</td>\n",
       "      <td>0.0092</td>\n",
       "      <td>0.680000</td>\n",
       "      <td>0.680000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.137255</td>\n",
       "      <td>0.485808</td>\n",
       "      <td>0.987366</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.702128</td>\n",
       "      <td>0.620690</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.180000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>combined use of mycobacterium tuberculosis-spe...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.210526</td>\n",
       "      <td>0.218045</td>\n",
       "      <td>0.572731</td>\n",
       "      <td>0.572731</td>\n",
       "      <td>0.583738</td>\n",
       "      <td>0.293233</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.307143</td>\n",
       "      <td>0.469945</td>\n",
       "      <td>0.307143</td>\n",
       "      <td>0.860000</td>\n",
       "      <td>-1.703018</td>\n",
       "      <td>0.527300</td>\n",
       "      <td>0.0088</td>\n",
       "      <td>0.323308</td>\n",
       "      <td>0.225564</td>\n",
       "      <td>0.030075</td>\n",
       "      <td>0.207650</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.030303</td>\n",
       "      <td>0.351093</td>\n",
       "      <td>0.955282</td>\n",
       "      <td>0.290598</td>\n",
       "      <td>0.308642</td>\n",
       "      <td>0.215686</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.375940</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, oper in 2 aufzügen : [kv 620]</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.460000</td>\n",
       "      <td>0.460000</td>\n",
       "      <td>0.760129</td>\n",
       "      <td>0.856077</td>\n",
       "      <td>0.863590</td>\n",
       "      <td>0.670000</td>\n",
       "      <td>0.369565</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.782609</td>\n",
       "      <td>-0.736966</td>\n",
       "      <td>0.750652</td>\n",
       "      <td>0.0092</td>\n",
       "      <td>0.720000</td>\n",
       "      <td>0.680000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.708333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.137255</td>\n",
       "      <td>0.457553</td>\n",
       "      <td>0.941074</td>\n",
       "      <td>0.621622</td>\n",
       "      <td>0.659574</td>\n",
       "      <td>0.620690</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, textbuch</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.713333</td>\n",
       "      <td>0.828000</td>\n",
       "      <td>0.835200</td>\n",
       "      <td>0.440000</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.339286</td>\n",
       "      <td>0.506667</td>\n",
       "      <td>0.339286</td>\n",
       "      <td>0.760000</td>\n",
       "      <td>-1.559427</td>\n",
       "      <td>0.537401</td>\n",
       "      <td>0.0074</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.506667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058824</td>\n",
       "      <td>0.341305</td>\n",
       "      <td>0.932851</td>\n",
       "      <td>0.583333</td>\n",
       "      <td>0.531915</td>\n",
       "      <td>0.362069</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>bonne chance!, cours de langue française : tro...</td>\n",
       "      <td>0.020833</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.239583</td>\n",
       "      <td>0.260417</td>\n",
       "      <td>0.594556</td>\n",
       "      <td>0.594556</td>\n",
       "      <td>0.615848</td>\n",
       "      <td>0.380208</td>\n",
       "      <td>0.160000</td>\n",
       "      <td>0.390476</td>\n",
       "      <td>0.561644</td>\n",
       "      <td>0.390476</td>\n",
       "      <td>0.820000</td>\n",
       "      <td>-1.356694</td>\n",
       "      <td>0.591784</td>\n",
       "      <td>0.0084</td>\n",
       "      <td>0.427083</td>\n",
       "      <td>0.270833</td>\n",
       "      <td>0.031250</td>\n",
       "      <td>0.205479</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.348195</td>\n",
       "      <td>0.944755</td>\n",
       "      <td>0.320388</td>\n",
       "      <td>0.342466</td>\n",
       "      <td>0.255319</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.520833</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>the complete works of voltaire, siècle de loui...</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.160714</td>\n",
       "      <td>0.196429</td>\n",
       "      <td>0.567460</td>\n",
       "      <td>0.567460</td>\n",
       "      <td>0.605317</td>\n",
       "      <td>0.526786</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.413333</td>\n",
       "      <td>0.584906</td>\n",
       "      <td>0.413333</td>\n",
       "      <td>0.620000</td>\n",
       "      <td>-1.274622</td>\n",
       "      <td>0.585845</td>\n",
       "      <td>0.0076</td>\n",
       "      <td>0.553571</td>\n",
       "      <td>0.339286</td>\n",
       "      <td>0.053571</td>\n",
       "      <td>0.301887</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.018182</td>\n",
       "      <td>0.385094</td>\n",
       "      <td>0.939028</td>\n",
       "      <td>0.421053</td>\n",
       "      <td>0.372549</td>\n",
       "      <td>0.338710</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.892857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, oper in zwei aufzügen : kv 620</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.560000</td>\n",
       "      <td>0.560000</td>\n",
       "      <td>0.792021</td>\n",
       "      <td>0.875213</td>\n",
       "      <td>0.877689</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.425532</td>\n",
       "      <td>0.701754</td>\n",
       "      <td>0.824742</td>\n",
       "      <td>0.701754</td>\n",
       "      <td>0.851064</td>\n",
       "      <td>-0.510962</td>\n",
       "      <td>0.825137</td>\n",
       "      <td>0.0094</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.740000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.762887</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.492151</td>\n",
       "      <td>0.958305</td>\n",
       "      <td>0.662162</td>\n",
       "      <td>0.744681</td>\n",
       "      <td>0.672414</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>homo faber, originaltext, interpretation, biog...</td>\n",
       "      <td>0.056180</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.269663</td>\n",
       "      <td>0.269663</td>\n",
       "      <td>0.583442</td>\n",
       "      <td>0.583442</td>\n",
       "      <td>0.605307</td>\n",
       "      <td>0.410112</td>\n",
       "      <td>0.140000</td>\n",
       "      <td>0.404040</td>\n",
       "      <td>0.575540</td>\n",
       "      <td>0.404040</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>-1.307429</td>\n",
       "      <td>0.599625</td>\n",
       "      <td>0.0086</td>\n",
       "      <td>0.449438</td>\n",
       "      <td>0.314607</td>\n",
       "      <td>0.033708</td>\n",
       "      <td>0.273381</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.022472</td>\n",
       "      <td>0.380292</td>\n",
       "      <td>0.949880</td>\n",
       "      <td>0.361702</td>\n",
       "      <td>0.353846</td>\n",
       "      <td>0.237500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.561798</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, [daraus:] aria \"in diesen hei...</td>\n",
       "      <td>0.274194</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.419355</td>\n",
       "      <td>0.435484</td>\n",
       "      <td>0.726088</td>\n",
       "      <td>0.835653</td>\n",
       "      <td>0.844324</td>\n",
       "      <td>0.604839</td>\n",
       "      <td>0.260000</td>\n",
       "      <td>0.534247</td>\n",
       "      <td>0.696429</td>\n",
       "      <td>0.534247</td>\n",
       "      <td>0.780000</td>\n",
       "      <td>-0.904422</td>\n",
       "      <td>0.700461</td>\n",
       "      <td>0.0088</td>\n",
       "      <td>0.629032</td>\n",
       "      <td>0.483871</td>\n",
       "      <td>0.274194</td>\n",
       "      <td>0.482143</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.081967</td>\n",
       "      <td>0.419946</td>\n",
       "      <td>0.948625</td>\n",
       "      <td>0.481481</td>\n",
       "      <td>0.547170</td>\n",
       "      <td>0.432836</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.274194</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.806452</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>173</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>health informatics - personal health device co...</td>\n",
       "      <td>0.006329</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.061709</td>\n",
       "      <td>0.063291</td>\n",
       "      <td>0.522520</td>\n",
       "      <td>0.522520</td>\n",
       "      <td>0.528994</td>\n",
       "      <td>0.070411</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.075710</td>\n",
       "      <td>0.140762</td>\n",
       "      <td>0.075710</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>-3.723377</td>\n",
       "      <td>0.270021</td>\n",
       "      <td>0.0096</td>\n",
       "      <td>0.075949</td>\n",
       "      <td>0.063291</td>\n",
       "      <td>0.006329</td>\n",
       "      <td>0.079179</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.004049</td>\n",
       "      <td>0.166631</td>\n",
       "      <td>0.902072</td>\n",
       "      <td>0.091429</td>\n",
       "      <td>0.139896</td>\n",
       "      <td>0.077399</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.079114</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, il flauto magico : deutsche o...</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.748254</td>\n",
       "      <td>0.848952</td>\n",
       "      <td>0.857562</td>\n",
       "      <td>0.650794</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.591549</td>\n",
       "      <td>0.743363</td>\n",
       "      <td>0.591549</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>-0.757430</td>\n",
       "      <td>0.748331</td>\n",
       "      <td>0.0096</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.619048</td>\n",
       "      <td>0.269841</td>\n",
       "      <td>0.637168</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.171875</td>\n",
       "      <td>0.469962</td>\n",
       "      <td>0.963489</td>\n",
       "      <td>0.580247</td>\n",
       "      <td>0.584906</td>\n",
       "      <td>0.558824</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.269841</td>\n",
       "      <td>0.031746</td>\n",
       "      <td>0.793651</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>175</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>health informatics - personal health device co...</td>\n",
       "      <td>0.007634</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.076336</td>\n",
       "      <td>0.076336</td>\n",
       "      <td>0.520537</td>\n",
       "      <td>0.520537</td>\n",
       "      <td>0.527109</td>\n",
       "      <td>0.085878</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.089184</td>\n",
       "      <td>0.163763</td>\n",
       "      <td>0.089184</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>-3.487070</td>\n",
       "      <td>0.290367</td>\n",
       "      <td>0.0094</td>\n",
       "      <td>0.089695</td>\n",
       "      <td>0.076336</td>\n",
       "      <td>0.007634</td>\n",
       "      <td>0.090592</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.012376</td>\n",
       "      <td>0.170655</td>\n",
       "      <td>0.882940</td>\n",
       "      <td>0.110032</td>\n",
       "      <td>0.161677</td>\n",
       "      <td>0.089286</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095420</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, oper in zwei aufzügen : volls...</td>\n",
       "      <td>0.322034</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.423729</td>\n",
       "      <td>0.423729</td>\n",
       "      <td>0.805684</td>\n",
       "      <td>0.883410</td>\n",
       "      <td>0.887844</td>\n",
       "      <td>0.627119</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.730159</td>\n",
       "      <td>0.844037</td>\n",
       "      <td>0.730159</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>-0.453718</td>\n",
       "      <td>0.846929</td>\n",
       "      <td>0.0098</td>\n",
       "      <td>0.779661</td>\n",
       "      <td>0.627119</td>\n",
       "      <td>0.288136</td>\n",
       "      <td>0.678899</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.101695</td>\n",
       "      <td>0.485654</td>\n",
       "      <td>0.954893</td>\n",
       "      <td>0.607143</td>\n",
       "      <td>0.660377</td>\n",
       "      <td>0.588235</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.288136</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.847458</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, il flauto magico : oper in zw...</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.372549</td>\n",
       "      <td>0.382353</td>\n",
       "      <td>0.715155</td>\n",
       "      <td>0.829093</td>\n",
       "      <td>0.830881</td>\n",
       "      <td>0.431373</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.631579</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>-1.115477</td>\n",
       "      <td>0.672134</td>\n",
       "      <td>0.0096</td>\n",
       "      <td>0.470588</td>\n",
       "      <td>0.392157</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.526316</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.059406</td>\n",
       "      <td>0.391894</td>\n",
       "      <td>0.945713</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.479452</td>\n",
       "      <td>0.382979</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.490196</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>65</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.176471</td>\n",
       "      <td>0.585786</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.872340</td>\n",
       "      <td>0.931034</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>1.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>the complete works of voltaire, siècle de loui...</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.160714</td>\n",
       "      <td>0.196429</td>\n",
       "      <td>0.567460</td>\n",
       "      <td>0.567460</td>\n",
       "      <td>0.605317</td>\n",
       "      <td>0.526786</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.413333</td>\n",
       "      <td>0.584906</td>\n",
       "      <td>0.413333</td>\n",
       "      <td>0.620000</td>\n",
       "      <td>-1.274622</td>\n",
       "      <td>0.585845</td>\n",
       "      <td>0.0076</td>\n",
       "      <td>0.553571</td>\n",
       "      <td>0.339286</td>\n",
       "      <td>0.053571</td>\n",
       "      <td>0.301887</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.018182</td>\n",
       "      <td>0.385094</td>\n",
       "      <td>0.939028</td>\n",
       "      <td>0.440000</td>\n",
       "      <td>0.372549</td>\n",
       "      <td>0.338710</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.892857</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>mystiker, mittler, mensch, 600 jahre niklaus v...</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.190476</td>\n",
       "      <td>0.238095</td>\n",
       "      <td>0.580562</td>\n",
       "      <td>0.580562</td>\n",
       "      <td>0.605673</td>\n",
       "      <td>0.492063</td>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.412500</td>\n",
       "      <td>0.584071</td>\n",
       "      <td>0.412500</td>\n",
       "      <td>0.660000</td>\n",
       "      <td>-1.277534</td>\n",
       "      <td>0.587975</td>\n",
       "      <td>0.0080</td>\n",
       "      <td>0.523810</td>\n",
       "      <td>0.301587</td>\n",
       "      <td>0.031746</td>\n",
       "      <td>0.159292</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.046875</td>\n",
       "      <td>0.331163</td>\n",
       "      <td>0.895665</td>\n",
       "      <td>0.421687</td>\n",
       "      <td>0.358491</td>\n",
       "      <td>0.253731</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.793651</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die reise der pinguine, die natur schreibt die...</td>\n",
       "      <td>0.072165</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.257732</td>\n",
       "      <td>0.268041</td>\n",
       "      <td>0.595790</td>\n",
       "      <td>0.595790</td>\n",
       "      <td>0.623069</td>\n",
       "      <td>0.386598</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.413462</td>\n",
       "      <td>0.585034</td>\n",
       "      <td>0.413462</td>\n",
       "      <td>0.860000</td>\n",
       "      <td>-1.274175</td>\n",
       "      <td>0.617444</td>\n",
       "      <td>0.0086</td>\n",
       "      <td>0.443299</td>\n",
       "      <td>0.278351</td>\n",
       "      <td>0.041237</td>\n",
       "      <td>0.326531</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.053191</td>\n",
       "      <td>0.393889</td>\n",
       "      <td>0.967861</td>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.343284</td>\n",
       "      <td>0.287356</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.041237</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.515464</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>the complete works of voltaire, siècle de loui...</td>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.570707</td>\n",
       "      <td>0.570707</td>\n",
       "      <td>0.605071</td>\n",
       "      <td>0.527273</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.418919</td>\n",
       "      <td>0.590476</td>\n",
       "      <td>0.418919</td>\n",
       "      <td>0.620000</td>\n",
       "      <td>-1.255257</td>\n",
       "      <td>0.591147</td>\n",
       "      <td>0.0076</td>\n",
       "      <td>0.563636</td>\n",
       "      <td>0.345455</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.304762</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.018519</td>\n",
       "      <td>0.386207</td>\n",
       "      <td>0.938106</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.346939</td>\n",
       "      <td>0.338710</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>empirische bildungsforschung, aktuelle themen ...</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.220930</td>\n",
       "      <td>0.244186</td>\n",
       "      <td>0.596705</td>\n",
       "      <td>0.596705</td>\n",
       "      <td>0.622008</td>\n",
       "      <td>0.395349</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.431579</td>\n",
       "      <td>0.602941</td>\n",
       "      <td>0.431579</td>\n",
       "      <td>0.820000</td>\n",
       "      <td>-1.212304</td>\n",
       "      <td>0.625244</td>\n",
       "      <td>0.0086</td>\n",
       "      <td>0.476744</td>\n",
       "      <td>0.267442</td>\n",
       "      <td>0.034884</td>\n",
       "      <td>0.323529</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.028169</td>\n",
       "      <td>0.399246</td>\n",
       "      <td>0.946539</td>\n",
       "      <td>0.373333</td>\n",
       "      <td>0.418182</td>\n",
       "      <td>0.303030</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.581395</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>health informatics - personal health device co...</td>\n",
       "      <td>0.007533</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.069680</td>\n",
       "      <td>0.073446</td>\n",
       "      <td>0.513050</td>\n",
       "      <td>0.513050</td>\n",
       "      <td>0.519615</td>\n",
       "      <td>0.081921</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.090056</td>\n",
       "      <td>0.165232</td>\n",
       "      <td>0.090056</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>-3.473029</td>\n",
       "      <td>0.294584</td>\n",
       "      <td>0.0098</td>\n",
       "      <td>0.090395</td>\n",
       "      <td>0.071563</td>\n",
       "      <td>0.007533</td>\n",
       "      <td>0.089501</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.002427</td>\n",
       "      <td>0.178887</td>\n",
       "      <td>0.888417</td>\n",
       "      <td>0.115385</td>\n",
       "      <td>0.156069</td>\n",
       "      <td>0.091549</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.094162</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>die zauberflöte, oper in zwei akten [kv 620] =...</td>\n",
       "      <td>0.292308</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.415385</td>\n",
       "      <td>0.446154</td>\n",
       "      <td>0.716410</td>\n",
       "      <td>0.829846</td>\n",
       "      <td>0.844708</td>\n",
       "      <td>0.592308</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.513158</td>\n",
       "      <td>0.678261</td>\n",
       "      <td>0.513158</td>\n",
       "      <td>0.780000</td>\n",
       "      <td>-0.962525</td>\n",
       "      <td>0.684105</td>\n",
       "      <td>0.0092</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.492308</td>\n",
       "      <td>0.261538</td>\n",
       "      <td>0.556522</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.392463</td>\n",
       "      <td>0.924034</td>\n",
       "      <td>0.505618</td>\n",
       "      <td>0.563636</td>\n",
       "      <td>0.416667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.261538</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.769231</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>homo faber, nach dem roman von max frisch</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.260000</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.589844</td>\n",
       "      <td>0.589844</td>\n",
       "      <td>0.625356</td>\n",
       "      <td>0.530000</td>\n",
       "      <td>0.121951</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.571429</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.634146</td>\n",
       "      <td>-1.321928</td>\n",
       "      <td>0.574244</td>\n",
       "      <td>0.0072</td>\n",
       "      <td>0.520000</td>\n",
       "      <td>0.360000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.351648</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.039216</td>\n",
       "      <td>0.341480</td>\n",
       "      <td>0.906885</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.446809</td>\n",
       "      <td>0.344828</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.820000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>bonne chance !, cours de langue française 2</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.180000</td>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.648895</td>\n",
       "      <td>0.648895</td>\n",
       "      <td>0.666198</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.116279</td>\n",
       "      <td>0.524590</td>\n",
       "      <td>0.688172</td>\n",
       "      <td>0.524590</td>\n",
       "      <td>0.744186</td>\n",
       "      <td>-0.930737</td>\n",
       "      <td>0.690130</td>\n",
       "      <td>0.0082</td>\n",
       "      <td>0.640000</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.193548</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.019608</td>\n",
       "      <td>0.418029</td>\n",
       "      <td>0.948226</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.404255</td>\n",
       "      <td>0.327586</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.860000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>lernprozesse dokumentieren, reflektieren und b...</td>\n",
       "      <td>0.024390</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.211382</td>\n",
       "      <td>0.211382</td>\n",
       "      <td>0.589244</td>\n",
       "      <td>0.589244</td>\n",
       "      <td>0.603309</td>\n",
       "      <td>0.308943</td>\n",
       "      <td>0.080000</td>\n",
       "      <td>0.341085</td>\n",
       "      <td>0.508671</td>\n",
       "      <td>0.341085</td>\n",
       "      <td>0.880000</td>\n",
       "      <td>-1.551796</td>\n",
       "      <td>0.561068</td>\n",
       "      <td>0.0092</td>\n",
       "      <td>0.357724</td>\n",
       "      <td>0.219512</td>\n",
       "      <td>0.032520</td>\n",
       "      <td>0.208092</td>\n",
       "      <td>0.0</td>\n",
       "      <td>-0.008772</td>\n",
       "      <td>0.378462</td>\n",
       "      <td>0.966444</td>\n",
       "      <td>0.292929</td>\n",
       "      <td>0.323944</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.406504</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>bildungsforschung und bildungspraxis, educatio...</td>\n",
       "      <td>0.060345</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.189655</td>\n",
       "      <td>0.198276</td>\n",
       "      <td>0.596276</td>\n",
       "      <td>0.596276</td>\n",
       "      <td>0.610587</td>\n",
       "      <td>0.310345</td>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.349593</td>\n",
       "      <td>0.518072</td>\n",
       "      <td>0.349593</td>\n",
       "      <td>0.860000</td>\n",
       "      <td>-1.516250</td>\n",
       "      <td>0.564618</td>\n",
       "      <td>0.0092</td>\n",
       "      <td>0.370690</td>\n",
       "      <td>0.224138</td>\n",
       "      <td>0.025862</td>\n",
       "      <td>0.204819</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.361939</td>\n",
       "      <td>0.946866</td>\n",
       "      <td>0.314815</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.431034</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>166</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>informatique de santé - communication entre di...</td>\n",
       "      <td>0.005464</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.069217</td>\n",
       "      <td>0.071038</td>\n",
       "      <td>0.526267</td>\n",
       "      <td>0.526267</td>\n",
       "      <td>0.532814</td>\n",
       "      <td>0.080146</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.089091</td>\n",
       "      <td>0.163606</td>\n",
       "      <td>0.089091</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>-3.488578</td>\n",
       "      <td>0.295750</td>\n",
       "      <td>0.0098</td>\n",
       "      <td>0.089253</td>\n",
       "      <td>0.071038</td>\n",
       "      <td>0.009107</td>\n",
       "      <td>0.080134</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.002387</td>\n",
       "      <td>0.181912</td>\n",
       "      <td>0.892364</td>\n",
       "      <td>0.117089</td>\n",
       "      <td>0.154286</td>\n",
       "      <td>0.089965</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.091075</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>55</th>\n",
       "      <td>die zauberflöte, eine grosse oper in zwey aufz...</td>\n",
       "      <td>traité sur la tolérance</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.180000</td>\n",
       "      <td>0.180000</td>\n",
       "      <td>0.526051</td>\n",
       "      <td>0.526051</td>\n",
       "      <td>0.545094</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.086957</td>\n",
       "      <td>0.280702</td>\n",
       "      <td>0.438356</td>\n",
       "      <td>0.280702</td>\n",
       "      <td>0.695652</td>\n",
       "      <td>-1.832890</td>\n",
       "      <td>0.471814</td>\n",
       "      <td>0.0070</td>\n",
       "      <td>0.320000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.191781</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.019608</td>\n",
       "      <td>0.286641</td>\n",
       "      <td>0.871763</td>\n",
       "      <td>0.444444</td>\n",
       "      <td>0.446809</td>\n",
       "      <td>0.224138</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.460000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                  str1  \\\n",
       "28   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "118  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "32   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "141  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "30   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "47   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "62   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "146  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "3    die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "24   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "42   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "173  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "87   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "175  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "88   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "80   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "65   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "154  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "164  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "41   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "149  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "139  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "159  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "94   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "83   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "131  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "8    die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "53   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "166  die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "55   die zauberflöte, eine grosse oper in zwey aufz...   \n",
       "\n",
       "                                                  str2   Hamming  MLIPNS  \\\n",
       "28   die zauberflöte, il flauto magico : oper in zw...  0.333333     0.0   \n",
       "118  bonne chance !, cours de langue française prem...  0.041096     0.0   \n",
       "32                 die zauberflöte, oper in 2 aufzügen  0.360000     0.0   \n",
       "141  combined use of mycobacterium tuberculosis-spe...  0.000000     0.0   \n",
       "30      die zauberflöte, oper in 2 aufzügen : [kv 620]  0.380000     0.0   \n",
       "47                           die zauberflöte, textbuch  0.340000     0.0   \n",
       "62   bonne chance!, cours de langue française : tro...  0.020833     0.0   \n",
       "146  the complete works of voltaire, siècle de loui...  0.071429     0.0   \n",
       "3      die zauberflöte, oper in zwei aufzügen : kv 620  0.380000     0.0   \n",
       "24   homo faber, originaltext, interpretation, biog...  0.056180     0.0   \n",
       "42   die zauberflöte, [daraus:] aria \"in diesen hei...  0.274194     0.0   \n",
       "173  health informatics - personal health device co...  0.006329     0.0   \n",
       "87   die zauberflöte, il flauto magico : deutsche o...  0.285714     0.0   \n",
       "175  health informatics - personal health device co...  0.007634     0.0   \n",
       "88   die zauberflöte, oper in zwei aufzügen : volls...  0.322034     0.0   \n",
       "80   die zauberflöte, il flauto magico : oper in zw...  0.176471     0.0   \n",
       "65   die zauberflöte, eine grosse oper in zwey aufz...  1.000000     1.0   \n",
       "154  the complete works of voltaire, siècle de loui...  0.071429     0.0   \n",
       "164  mystiker, mittler, mensch, 600 jahre niklaus v...  0.047619     0.0   \n",
       "41   die reise der pinguine, die natur schreibt die...  0.072165     0.0   \n",
       "149  the complete works of voltaire, siècle de loui...  0.072727     0.0   \n",
       "139  empirische bildungsforschung, aktuelle themen ...  0.000000     0.0   \n",
       "159  health informatics - personal health device co...  0.007533     0.0   \n",
       "94   die zauberflöte, oper in zwei akten [kv 620] =...  0.292308     0.0   \n",
       "83           homo faber, nach dem roman von max frisch  0.080000     0.0   \n",
       "131        bonne chance !, cours de langue française 2  0.060000     0.0   \n",
       "8    lernprozesse dokumentieren, reflektieren und b...  0.024390     0.0   \n",
       "53   bildungsforschung und bildungspraxis, educatio...  0.060345     0.0   \n",
       "166  informatique de santé - communication entre di...  0.005464     0.0   \n",
       "55                             traité sur la tolérance  0.040000     0.0   \n",
       "\n",
       "     Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  \\\n",
       "28      0.592593            0.611111  0.748604     0.849162  0.863029   \n",
       "118     0.260274            0.287671  0.615982     0.615982  0.629461   \n",
       "32      0.680000            0.680000  0.815182     0.889109  0.892024   \n",
       "141     0.210526            0.218045  0.572731     0.572731  0.583738   \n",
       "30      0.460000            0.460000  0.760129     0.856077  0.863590   \n",
       "47      0.380000            0.380000  0.713333     0.828000  0.835200   \n",
       "62      0.239583            0.260417  0.594556     0.594556  0.615848   \n",
       "146     0.160714            0.196429  0.567460     0.567460  0.605317   \n",
       "3       0.560000            0.560000  0.792021     0.875213  0.877689   \n",
       "24      0.269663            0.269663  0.583442     0.583442  0.605307   \n",
       "42      0.419355            0.435484  0.726088     0.835653  0.844324   \n",
       "173     0.061709            0.063291  0.522520     0.522520  0.528994   \n",
       "87      0.555556            0.571429  0.748254     0.848952  0.857562   \n",
       "175     0.076336            0.076336  0.520537     0.520537  0.527109   \n",
       "88      0.423729            0.423729  0.805684     0.883410  0.887844   \n",
       "80      0.372549            0.382353  0.715155     0.829093  0.830881   \n",
       "65      1.000000            1.000000  1.000000     1.000000  1.000000   \n",
       "154     0.160714            0.196429  0.567460     0.567460  0.605317   \n",
       "164     0.190476            0.238095  0.580562     0.580562  0.605673   \n",
       "41      0.257732            0.268041  0.595790     0.595790  0.623069   \n",
       "149     0.145455            0.200000  0.570707     0.570707  0.605071   \n",
       "139     0.220930            0.244186  0.596705     0.596705  0.622008   \n",
       "159     0.069680            0.073446  0.513050     0.513050  0.519615   \n",
       "94      0.415385            0.446154  0.716410     0.829846  0.844708   \n",
       "83      0.260000            0.280000  0.589844     0.589844  0.625356   \n",
       "131     0.180000            0.240000  0.648895     0.648895  0.666198   \n",
       "8       0.211382            0.211382  0.589244     0.589244  0.603309   \n",
       "53      0.189655            0.198276  0.596276     0.596276  0.610587   \n",
       "166     0.069217            0.071038  0.526267     0.526267  0.532814   \n",
       "55      0.180000            0.180000  0.526051     0.526051  0.545094   \n",
       "\n",
       "     NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky   Overlap  \\\n",
       "28          0.731481       0.500000  0.600000  0.750000  0.600000  0.780000   \n",
       "118         0.472603       0.180000  0.518519  0.682927  0.518519  0.840000   \n",
       "32          0.690000       0.542857  0.666667  0.800000  0.666667  0.971429   \n",
       "141         0.293233       0.120000  0.307143  0.469945  0.307143  0.860000   \n",
       "30          0.670000       0.369565  0.600000  0.750000  0.600000  0.782609   \n",
       "47          0.440000       0.160000  0.339286  0.506667  0.339286  0.760000   \n",
       "62          0.380208       0.160000  0.390476  0.561644  0.390476  0.820000   \n",
       "146         0.526786       0.100000  0.413333  0.584906  0.413333  0.620000   \n",
       "3           0.700000       0.425532  0.701754  0.824742  0.701754  0.851064   \n",
       "24          0.410112       0.140000  0.404040  0.575540  0.404040  0.800000   \n",
       "42          0.604839       0.260000  0.534247  0.696429  0.534247  0.780000   \n",
       "173         0.070411       0.120000  0.075710  0.140762  0.075710  0.960000   \n",
       "87          0.650794       0.380000  0.591549  0.743363  0.591549  0.840000   \n",
       "175         0.085878       0.080000  0.089184  0.163763  0.089184  0.940000   \n",
       "88          0.627119       0.300000  0.730159  0.844037  0.730159  0.920000   \n",
       "80          0.431373       0.120000  0.461538  0.631579  0.461538  0.960000   \n",
       "65          1.000000       1.000000  1.000000  1.000000  1.000000  1.000000   \n",
       "154         0.526786       0.100000  0.413333  0.584906  0.413333  0.620000   \n",
       "164         0.492063       0.100000  0.412500  0.584071  0.412500  0.660000   \n",
       "41          0.386598       0.120000  0.413462  0.585034  0.413462  0.860000   \n",
       "149         0.527273       0.080000  0.418919  0.590476  0.418919  0.620000   \n",
       "139         0.395349       0.120000  0.431579  0.602941  0.431579  0.820000   \n",
       "159         0.081921       0.080000  0.090056  0.165232  0.090056  0.960000   \n",
       "94          0.592308       0.240000  0.513158  0.678261  0.513158  0.780000   \n",
       "83          0.530000       0.121951  0.400000  0.571429  0.400000  0.634146   \n",
       "131         0.500000       0.116279  0.524590  0.688172  0.524590  0.744186   \n",
       "8           0.308943       0.080000  0.341085  0.508671  0.341085  0.880000   \n",
       "53          0.310345       0.120000  0.349593  0.518072  0.349593  0.860000   \n",
       "166         0.080146       0.060000  0.089091  0.163606  0.089091  0.980000   \n",
       "55          0.320000       0.086957  0.280702  0.438356  0.280702  0.695652   \n",
       "\n",
       "     Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "28  -0.736966  0.750555      0.0092  0.722222  0.685185  0.314815   \n",
       "118 -0.947533  0.695189      0.0086  0.575342  0.315068  0.041096   \n",
       "32  -0.584963  0.812755      0.0092  0.680000  0.680000  0.340000   \n",
       "141 -1.703018  0.527300      0.0088  0.323308  0.225564  0.030075   \n",
       "30  -0.736966  0.750652      0.0092  0.720000  0.680000  0.340000   \n",
       "47  -1.559427  0.537401      0.0074  0.380000  0.380000  0.340000   \n",
       "62  -1.356694  0.591784      0.0084  0.427083  0.270833  0.031250   \n",
       "146 -1.274622  0.585845      0.0076  0.553571  0.339286  0.053571   \n",
       "3   -0.510962  0.825137      0.0094  0.800000  0.740000  0.340000   \n",
       "24  -1.307429  0.599625      0.0086  0.449438  0.314607  0.033708   \n",
       "42  -0.904422  0.700461      0.0088  0.629032  0.483871  0.274194   \n",
       "173 -3.723377  0.270021      0.0096  0.075949  0.063291  0.006329   \n",
       "87  -0.757430  0.748331      0.0096  0.666667  0.619048  0.269841   \n",
       "175 -3.487070  0.290367      0.0094  0.089695  0.076336  0.007634   \n",
       "88  -0.453718  0.846929      0.0098  0.779661  0.627119  0.288136   \n",
       "80  -1.115477  0.672134      0.0096  0.470588  0.392157  0.166667   \n",
       "65   0.000000  1.000000      1.0000  1.000000  1.000000  1.000000   \n",
       "154 -1.274622  0.585845      0.0076  0.553571  0.339286  0.053571   \n",
       "164 -1.277534  0.587975      0.0080  0.523810  0.301587  0.031746   \n",
       "41  -1.274175  0.617444      0.0086  0.443299  0.278351  0.041237   \n",
       "149 -1.255257  0.591147      0.0076  0.563636  0.345455  0.054545   \n",
       "139 -1.212304  0.625244      0.0086  0.476744  0.267442  0.034884   \n",
       "159 -3.473029  0.294584      0.0098  0.090395  0.071563  0.007533   \n",
       "94  -0.962525  0.684105      0.0092  0.600000  0.492308  0.261538   \n",
       "83  -1.321928  0.574244      0.0072  0.520000  0.360000  0.060000   \n",
       "131 -0.930737  0.690130      0.0082  0.640000  0.320000  0.060000   \n",
       "8   -1.551796  0.561068      0.0092  0.357724  0.219512  0.032520   \n",
       "53  -1.516250  0.564618      0.0092  0.370690  0.224138  0.025862   \n",
       "166 -3.488578  0.295750      0.0098  0.089253  0.071038  0.009107   \n",
       "55  -1.832890  0.471814      0.0070  0.320000  0.200000  0.040000   \n",
       "\n",
       "     RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "28            0.711538     0.0   0.181818  0.494201    0.971277  0.623377   \n",
       "118           0.260163     0.0  -0.014493  0.396635    0.955673  0.352941   \n",
       "32            0.800000     0.0   0.137255  0.485808    0.987366  0.666667   \n",
       "141           0.207650     0.0   0.030303  0.351093    0.955282  0.290598   \n",
       "30            0.708333     0.0   0.137255  0.457553    0.941074  0.621622   \n",
       "47            0.506667     0.0   0.058824  0.341305    0.932851  0.583333   \n",
       "62            0.205479     0.0   0.000000  0.348195    0.944755  0.320388   \n",
       "146           0.301887     0.0  -0.018182  0.385094    0.939028  0.421053   \n",
       "3             0.762887     0.0   0.176471  0.492151    0.958305  0.662162   \n",
       "24            0.273381     0.0   0.022472  0.380292    0.949880  0.361702   \n",
       "42            0.482143     0.0   0.081967  0.419946    0.948625  0.481481   \n",
       "173           0.079179     0.0  -0.004049  0.166631    0.902072  0.091429   \n",
       "87            0.637168     0.0   0.171875  0.469962    0.963489  0.580247   \n",
       "175           0.090592     0.0  -0.012376  0.170655    0.882940  0.110032   \n",
       "88            0.678899     0.0   0.101695  0.485654    0.954893  0.607143   \n",
       "80            0.526316     0.0   0.059406  0.391894    0.945713  0.444444   \n",
       "65            1.000000     0.0   0.176471  0.585786    1.000000  0.875000   \n",
       "154           0.301887     0.0  -0.018182  0.385094    0.939028  0.440000   \n",
       "164           0.159292     0.0   0.046875  0.331163    0.895665  0.421687   \n",
       "41            0.326531     0.0   0.053191  0.393889    0.967861  0.380000   \n",
       "149           0.304762     0.0  -0.018519  0.386207    0.938106  0.375000   \n",
       "139           0.323529     0.0  -0.028169  0.399246    0.946539  0.373333   \n",
       "159           0.089501     0.0  -0.002427  0.178887    0.888417  0.115385   \n",
       "94            0.556522     0.0   0.153846  0.392463    0.924034  0.505618   \n",
       "83            0.351648     0.0   0.039216  0.341480    0.906885  0.375000   \n",
       "131           0.193548     0.0   0.019608  0.418029    0.948226  0.500000   \n",
       "8             0.208092     0.0  -0.008772  0.378462    0.966444  0.292929   \n",
       "53            0.204819     0.0   0.000000  0.361939    0.946866  0.314815   \n",
       "166           0.080134     0.0   0.002387  0.181912    0.892364  0.117089   \n",
       "55            0.191781     0.0   0.019608  0.286641    0.871763  0.444444   \n",
       "\n",
       "      LZMANCD   ZLIBNCD       MRA    Prefix   Postfix    Length  Identity  \\\n",
       "28   0.632653  0.573770  0.666667  0.314815  0.037037  0.925926       0.0   \n",
       "118  0.355932  0.289474  0.000000  0.000000  0.000000  0.684932       0.0   \n",
       "32   0.702128  0.620690  1.000000  0.340000  0.180000  0.700000       0.0   \n",
       "141  0.308642  0.215686  0.000000  0.000000  0.000000  0.375940       0.0   \n",
       "30   0.659574  0.620690  0.500000  0.340000  0.000000  0.920000       0.0   \n",
       "47   0.531915  0.362069  0.500000  0.340000  0.000000  0.500000       0.0   \n",
       "62   0.342466  0.255319  0.000000  0.000000  0.000000  0.520833       0.0   \n",
       "146  0.372549  0.338710  0.000000  0.000000  0.000000  0.892857       0.0   \n",
       "3    0.744681  0.672414  0.500000  0.340000  0.000000  0.940000       0.0   \n",
       "24   0.353846  0.237500  0.000000  0.000000  0.000000  0.561798       0.0   \n",
       "42   0.547170  0.432836  0.500000  0.274194  0.000000  0.806452       0.0   \n",
       "173  0.139896  0.077399  0.000000  0.000000  0.000000  0.079114       0.0   \n",
       "87   0.584906  0.558824  0.666667  0.269841  0.031746  0.793651       0.0   \n",
       "175  0.161677  0.089286  0.000000  0.000000  0.000000  0.095420       0.0   \n",
       "88   0.660377  0.588235  0.500000  0.288136  0.000000  0.847458       0.0   \n",
       "80   0.479452  0.382979  0.500000  0.166667  0.000000  0.490196       0.0   \n",
       "65   0.872340  0.931034  1.000000  1.000000  1.000000  1.000000       1.0   \n",
       "154  0.372549  0.338710  0.000000  0.000000  0.000000  0.892857       0.0   \n",
       "164  0.358491  0.253731  0.000000  0.000000  0.000000  0.793651       0.0   \n",
       "41   0.343284  0.287356  0.333333  0.041237  0.000000  0.515464       0.0   \n",
       "149  0.346939  0.338710  0.000000  0.000000  0.000000  0.909091       0.0   \n",
       "139  0.418182  0.303030  0.000000  0.000000  0.000000  0.581395       0.0   \n",
       "159  0.156069  0.091549  0.000000  0.000000  0.000000  0.094162       0.0   \n",
       "94   0.563636  0.416667  0.500000  0.261538  0.000000  0.769231       0.0   \n",
       "83   0.446809  0.344828  0.000000  0.000000  0.000000  0.820000       0.0   \n",
       "131  0.404255  0.327586  0.000000  0.000000  0.000000  0.860000       0.0   \n",
       "8    0.323944  0.250000  0.000000  0.000000  0.000000  0.406504       0.0   \n",
       "53   0.333333  0.250000  0.000000  0.000000  0.000000  0.431034       0.0   \n",
       "166  0.154286  0.089965  0.000000  0.000000  0.000000  0.091075       0.0   \n",
       "55   0.446809  0.224138  0.000000  0.000000  0.000000  0.460000       0.0   \n",
       "\n",
       "     Matrix  \n",
       "28      0.0  \n",
       "118     0.0  \n",
       "32      0.0  \n",
       "141     0.0  \n",
       "30      0.0  \n",
       "47      0.0  \n",
       "62      0.0  \n",
       "146     0.0  \n",
       "3       0.0  \n",
       "24      0.0  \n",
       "42      0.0  \n",
       "173     0.0  \n",
       "87      0.0  \n",
       "175     0.0  \n",
       "88      0.0  \n",
       "80      0.0  \n",
       "65      1.0  \n",
       "154     0.0  \n",
       "164     0.0  \n",
       "41      0.0  \n",
       "149     0.0  \n",
       "139     0.0  \n",
       "159     0.0  \n",
       "94      0.0  \n",
       "83      0.0  \n",
       "131     0.0  \n",
       "8       0.0  \n",
       "53      0.0  \n",
       "166     0.0  \n",
       "55      0.0  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "ttlfull_246\n",
      "***********\n",
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
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       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>flûte enchanté</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
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       "      <td>0.036697</td>\n",
       "      <td>0.492391</td>\n",
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       "      <td>0.039755</td>\n",
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       "      <td>0.036474</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>-4.776981</td>\n",
       "      <td>0.177355</td>\n",
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       "      <td>0.003401</td>\n",
       "      <td>0.086734</td>\n",
       "      <td>0.767467</td>\n",
       "      <td>0.135371</td>\n",
       "      <td>0.162791</td>\n",
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       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042813</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.318296</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.711779</td>\n",
       "      <td>0.714286</td>\n",
       "      <td>0.797409</td>\n",
       "      <td>0.878445</td>\n",
       "      <td>0.880782</td>\n",
       "      <td>0.764411</td>\n",
       "      <td>0.645260</td>\n",
       "      <td>0.720379</td>\n",
       "      <td>0.837466</td>\n",
       "      <td>0.720379</td>\n",
       "      <td>0.929664</td>\n",
       "      <td>-0.473172</td>\n",
       "      <td>0.841615</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.761905</td>\n",
       "      <td>0.721805</td>\n",
       "      <td>0.233083</td>\n",
       "      <td>0.752066</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.359420</td>\n",
       "      <td>0.531382</td>\n",
       "      <td>0.985092</td>\n",
       "      <td>0.575188</td>\n",
       "      <td>0.687075</td>\n",
       "      <td>0.626609</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.233083</td>\n",
       "      <td>0.002506</td>\n",
       "      <td>0.819549</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td></td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003401</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.176137</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.069767</td>\n",
       "      <td>0.029557</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.376147</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.792049</td>\n",
       "      <td>0.795107</td>\n",
       "      <td>0.840267</td>\n",
       "      <td>0.904160</td>\n",
       "      <td>0.910384</td>\n",
       "      <td>0.842508</td>\n",
       "      <td>0.767123</td>\n",
       "      <td>0.794203</td>\n",
       "      <td>0.885299</td>\n",
       "      <td>0.794203</td>\n",
       "      <td>0.938356</td>\n",
       "      <td>-0.332420</td>\n",
       "      <td>0.886717</td>\n",
       "      <td>0.001520</td>\n",
       "      <td>0.837920</td>\n",
       "      <td>0.807339</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.849758</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.363946</td>\n",
       "      <td>0.554167</td>\n",
       "      <td>0.993757</td>\n",
       "      <td>0.646288</td>\n",
       "      <td>0.767442</td>\n",
       "      <td>0.719212</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.892966</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.382263</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.565749</td>\n",
       "      <td>0.584098</td>\n",
       "      <td>0.815168</td>\n",
       "      <td>0.889101</td>\n",
       "      <td>0.895737</td>\n",
       "      <td>0.747706</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.861111</td>\n",
       "      <td>-0.415037</td>\n",
       "      <td>0.857152</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.853211</td>\n",
       "      <td>0.712538</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.700461</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.299320</td>\n",
       "      <td>0.547434</td>\n",
       "      <td>0.984944</td>\n",
       "      <td>0.541485</td>\n",
       "      <td>0.643411</td>\n",
       "      <td>0.581281</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.990826</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.295195</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.526316</td>\n",
       "      <td>0.533181</td>\n",
       "      <td>0.771310</td>\n",
       "      <td>0.862786</td>\n",
       "      <td>0.865352</td>\n",
       "      <td>0.635011</td>\n",
       "      <td>0.360856</td>\n",
       "      <td>0.646552</td>\n",
       "      <td>0.785340</td>\n",
       "      <td>0.646552</td>\n",
       "      <td>0.917431</td>\n",
       "      <td>-0.629162</td>\n",
       "      <td>0.793609</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.686499</td>\n",
       "      <td>0.576659</td>\n",
       "      <td>0.212815</td>\n",
       "      <td>0.596859</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.249357</td>\n",
       "      <td>0.510699</td>\n",
       "      <td>0.982897</td>\n",
       "      <td>0.400685</td>\n",
       "      <td>0.533742</td>\n",
       "      <td>0.447876</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.212815</td>\n",
       "      <td>0.002288</td>\n",
       "      <td>0.748284</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.299539</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.534562</td>\n",
       "      <td>0.546083</td>\n",
       "      <td>0.769206</td>\n",
       "      <td>0.861524</td>\n",
       "      <td>0.864097</td>\n",
       "      <td>0.641705</td>\n",
       "      <td>0.376147</td>\n",
       "      <td>0.668860</td>\n",
       "      <td>0.801577</td>\n",
       "      <td>0.668860</td>\n",
       "      <td>0.932722</td>\n",
       "      <td>-0.580225</td>\n",
       "      <td>0.809620</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.702765</td>\n",
       "      <td>0.582949</td>\n",
       "      <td>0.216590</td>\n",
       "      <td>0.628121</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.254593</td>\n",
       "      <td>0.508357</td>\n",
       "      <td>0.986534</td>\n",
       "      <td>0.406143</td>\n",
       "      <td>0.539394</td>\n",
       "      <td>0.452830</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.216590</td>\n",
       "      <td>0.002304</td>\n",
       "      <td>0.753456</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>die zauberflöte</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.039755</td>\n",
       "      <td>0.039755</td>\n",
       "      <td>0.492049</td>\n",
       "      <td>0.492049</td>\n",
       "      <td>0.499021</td>\n",
       "      <td>0.042813</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.042683</td>\n",
       "      <td>0.081871</td>\n",
       "      <td>0.042683</td>\n",
       "      <td>0.933333</td>\n",
       "      <td>-4.550197</td>\n",
       "      <td>0.199898</td>\n",
       "      <td>0.000762</td>\n",
       "      <td>0.042813</td>\n",
       "      <td>0.039755</td>\n",
       "      <td>0.012232</td>\n",
       "      <td>0.046784</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.003401</td>\n",
       "      <td>0.104216</td>\n",
       "      <td>0.804296</td>\n",
       "      <td>0.126638</td>\n",
       "      <td>0.178295</td>\n",
       "      <td>0.059113</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.045872</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.366972</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.792049</td>\n",
       "      <td>0.798165</td>\n",
       "      <td>0.834625</td>\n",
       "      <td>0.900775</td>\n",
       "      <td>0.906191</td>\n",
       "      <td>0.845566</td>\n",
       "      <td>0.766102</td>\n",
       "      <td>0.782235</td>\n",
       "      <td>0.877814</td>\n",
       "      <td>0.782235</td>\n",
       "      <td>0.925424</td>\n",
       "      <td>-0.354326</td>\n",
       "      <td>0.878978</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.834862</td>\n",
       "      <td>0.816514</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.858521</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.367347</td>\n",
       "      <td>0.543424</td>\n",
       "      <td>0.988001</td>\n",
       "      <td>0.646288</td>\n",
       "      <td>0.751938</td>\n",
       "      <td>0.699507</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.902141</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>die zauberflöte, ausgabe für gesang und klavier</td>\n",
       "      <td>0.012232</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.103976</td>\n",
       "      <td>0.103976</td>\n",
       "      <td>0.550206</td>\n",
       "      <td>0.550206</td>\n",
       "      <td>0.555073</td>\n",
       "      <td>0.123853</td>\n",
       "      <td>0.042553</td>\n",
       "      <td>0.136778</td>\n",
       "      <td>0.240642</td>\n",
       "      <td>0.136778</td>\n",
       "      <td>0.957447</td>\n",
       "      <td>-2.870091</td>\n",
       "      <td>0.362986</td>\n",
       "      <td>0.000991</td>\n",
       "      <td>0.137615</td>\n",
       "      <td>0.103976</td>\n",
       "      <td>0.015291</td>\n",
       "      <td>0.139037</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.017007</td>\n",
       "      <td>0.207516</td>\n",
       "      <td>0.882024</td>\n",
       "      <td>0.157205</td>\n",
       "      <td>0.224806</td>\n",
       "      <td>0.137931</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.143731</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>or</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.668705</td>\n",
       "      <td>0.668705</td>\n",
       "      <td>0.668705</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.012158</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-7.353147</td>\n",
       "      <td>0.078206</td>\n",
       "      <td>0.000154</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.012158</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.010204</td>\n",
       "      <td>0.017550</td>\n",
       "      <td>0.352653</td>\n",
       "      <td>0.100437</td>\n",
       "      <td>0.178295</td>\n",
       "      <td>0.034483</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>bibliotheken</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.030581</td>\n",
       "      <td>0.030581</td>\n",
       "      <td>0.487971</td>\n",
       "      <td>0.487971</td>\n",
       "      <td>0.505250</td>\n",
       "      <td>0.033639</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.030395</td>\n",
       "      <td>0.058997</td>\n",
       "      <td>0.030395</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>-5.040016</td>\n",
       "      <td>0.159638</td>\n",
       "      <td>0.000641</td>\n",
       "      <td>0.030581</td>\n",
       "      <td>0.030581</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.041298</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.006803</td>\n",
       "      <td>0.076064</td>\n",
       "      <td>0.717453</td>\n",
       "      <td>0.104803</td>\n",
       "      <td>0.178295</td>\n",
       "      <td>0.054187</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.036697</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.415663</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.557229</td>\n",
       "      <td>0.575301</td>\n",
       "      <td>0.799881</td>\n",
       "      <td>0.879929</td>\n",
       "      <td>0.886484</td>\n",
       "      <td>0.740964</td>\n",
       "      <td>0.489297</td>\n",
       "      <td>0.738786</td>\n",
       "      <td>0.849772</td>\n",
       "      <td>0.738786</td>\n",
       "      <td>0.856269</td>\n",
       "      <td>-0.436771</td>\n",
       "      <td>0.849797</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.843373</td>\n",
       "      <td>0.698795</td>\n",
       "      <td>0.280120</td>\n",
       "      <td>0.676783</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.302721</td>\n",
       "      <td>0.541684</td>\n",
       "      <td>0.986266</td>\n",
       "      <td>0.535865</td>\n",
       "      <td>0.629630</td>\n",
       "      <td>0.554502</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.280120</td>\n",
       "      <td>0.003012</td>\n",
       "      <td>0.984940</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.390029</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.777126</td>\n",
       "      <td>0.782991</td>\n",
       "      <td>0.821149</td>\n",
       "      <td>0.892689</td>\n",
       "      <td>0.897362</td>\n",
       "      <td>0.857771</td>\n",
       "      <td>0.746177</td>\n",
       "      <td>0.810298</td>\n",
       "      <td>0.895210</td>\n",
       "      <td>0.810298</td>\n",
       "      <td>0.914373</td>\n",
       "      <td>-0.303475</td>\n",
       "      <td>0.895406</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.876833</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.275660</td>\n",
       "      <td>0.814371</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.387205</td>\n",
       "      <td>0.554021</td>\n",
       "      <td>0.994541</td>\n",
       "      <td>0.604938</td>\n",
       "      <td>0.737226</td>\n",
       "      <td>0.690141</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.275660</td>\n",
       "      <td>0.002933</td>\n",
       "      <td>0.958944</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.300300</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.648649</td>\n",
       "      <td>0.660661</td>\n",
       "      <td>0.826761</td>\n",
       "      <td>0.896057</td>\n",
       "      <td>0.898966</td>\n",
       "      <td>0.804805</td>\n",
       "      <td>0.620795</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.908257</td>\n",
       "      <td>-0.289507</td>\n",
       "      <td>0.900037</td>\n",
       "      <td>0.001492</td>\n",
       "      <td>0.891892</td>\n",
       "      <td>0.729730</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.331126</td>\n",
       "      <td>0.553928</td>\n",
       "      <td>0.993455</td>\n",
       "      <td>0.537190</td>\n",
       "      <td>0.674074</td>\n",
       "      <td>0.614286</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.270270</td>\n",
       "      <td>0.003003</td>\n",
       "      <td>0.981982</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>the emperor's journey</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.051988</td>\n",
       "      <td>0.051988</td>\n",
       "      <td>0.489248</td>\n",
       "      <td>0.489248</td>\n",
       "      <td>0.499384</td>\n",
       "      <td>0.058104</td>\n",
       "      <td>0.047619</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.103448</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.857143</td>\n",
       "      <td>-4.196397</td>\n",
       "      <td>0.217215</td>\n",
       "      <td>0.000818</td>\n",
       "      <td>0.055046</td>\n",
       "      <td>0.051988</td>\n",
       "      <td>0.009174</td>\n",
       "      <td>0.080460</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.017007</td>\n",
       "      <td>0.113366</td>\n",
       "      <td>0.804884</td>\n",
       "      <td>0.104803</td>\n",
       "      <td>0.193798</td>\n",
       "      <td>0.073892</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.064220</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.543353</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.734104</td>\n",
       "      <td>0.742775</td>\n",
       "      <td>0.896429</td>\n",
       "      <td>0.937857</td>\n",
       "      <td>0.940356</td>\n",
       "      <td>0.826590</td>\n",
       "      <td>0.691131</td>\n",
       "      <td>0.869444</td>\n",
       "      <td>0.930163</td>\n",
       "      <td>0.869444</td>\n",
       "      <td>0.957187</td>\n",
       "      <td>-0.201834</td>\n",
       "      <td>0.930534</td>\n",
       "      <td>0.001529</td>\n",
       "      <td>0.904624</td>\n",
       "      <td>0.800578</td>\n",
       "      <td>0.508671</td>\n",
       "      <td>0.799406</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.431438</td>\n",
       "      <td>0.560082</td>\n",
       "      <td>0.997340</td>\n",
       "      <td>0.661157</td>\n",
       "      <td>0.744681</td>\n",
       "      <td>0.705882</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.508671</td>\n",
       "      <td>0.083815</td>\n",
       "      <td>0.945087</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>educazione e ricerca., education et recherche....</td>\n",
       "      <td>0.021407</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.159021</td>\n",
       "      <td>0.162080</td>\n",
       "      <td>0.564441</td>\n",
       "      <td>0.564441</td>\n",
       "      <td>0.567585</td>\n",
       "      <td>0.200306</td>\n",
       "      <td>0.075949</td>\n",
       "      <td>0.219219</td>\n",
       "      <td>0.359606</td>\n",
       "      <td>0.219219</td>\n",
       "      <td>0.924051</td>\n",
       "      <td>-2.189554</td>\n",
       "      <td>0.454188</td>\n",
       "      <td>0.001155</td>\n",
       "      <td>0.223242</td>\n",
       "      <td>0.165138</td>\n",
       "      <td>0.024465</td>\n",
       "      <td>0.206897</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.044218</td>\n",
       "      <td>0.251906</td>\n",
       "      <td>0.883989</td>\n",
       "      <td>0.192140</td>\n",
       "      <td>0.255814</td>\n",
       "      <td>0.157635</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.241590</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.321608</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.542714</td>\n",
       "      <td>0.552764</td>\n",
       "      <td>0.789267</td>\n",
       "      <td>0.873560</td>\n",
       "      <td>0.878574</td>\n",
       "      <td>0.677136</td>\n",
       "      <td>0.431193</td>\n",
       "      <td>0.709906</td>\n",
       "      <td>0.830345</td>\n",
       "      <td>0.709906</td>\n",
       "      <td>0.920489</td>\n",
       "      <td>-0.494301</td>\n",
       "      <td>0.834355</td>\n",
       "      <td>0.001510</td>\n",
       "      <td>0.756281</td>\n",
       "      <td>0.618090</td>\n",
       "      <td>0.236181</td>\n",
       "      <td>0.664828</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.283708</td>\n",
       "      <td>0.524417</td>\n",
       "      <td>0.988564</td>\n",
       "      <td>0.423913</td>\n",
       "      <td>0.554140</td>\n",
       "      <td>0.490040</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.236181</td>\n",
       "      <td>0.015075</td>\n",
       "      <td>0.821608</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.373089</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.792049</td>\n",
       "      <td>0.801223</td>\n",
       "      <td>0.820922</td>\n",
       "      <td>0.892553</td>\n",
       "      <td>0.897931</td>\n",
       "      <td>0.851682</td>\n",
       "      <td>0.769231</td>\n",
       "      <td>0.788571</td>\n",
       "      <td>0.881789</td>\n",
       "      <td>0.788571</td>\n",
       "      <td>0.923077</td>\n",
       "      <td>-0.342687</td>\n",
       "      <td>0.882673</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.844037</td>\n",
       "      <td>0.822630</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.846645</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.374150</td>\n",
       "      <td>0.547889</td>\n",
       "      <td>0.989963</td>\n",
       "      <td>0.663755</td>\n",
       "      <td>0.767442</td>\n",
       "      <td>0.709360</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.914373</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.379205</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.825688</td>\n",
       "      <td>0.828746</td>\n",
       "      <td>0.844718</td>\n",
       "      <td>0.906831</td>\n",
       "      <td>0.907594</td>\n",
       "      <td>0.874618</td>\n",
       "      <td>0.808581</td>\n",
       "      <td>0.858407</td>\n",
       "      <td>0.923810</td>\n",
       "      <td>0.858407</td>\n",
       "      <td>0.960396</td>\n",
       "      <td>-0.220266</td>\n",
       "      <td>0.924481</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.889908</td>\n",
       "      <td>0.856269</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.885714</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.442177</td>\n",
       "      <td>0.554194</td>\n",
       "      <td>0.990108</td>\n",
       "      <td>0.668122</td>\n",
       "      <td>0.782946</td>\n",
       "      <td>0.729064</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.926606</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.343915</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.584656</td>\n",
       "      <td>0.597884</td>\n",
       "      <td>0.794805</td>\n",
       "      <td>0.876883</td>\n",
       "      <td>0.879963</td>\n",
       "      <td>0.715608</td>\n",
       "      <td>0.498471</td>\n",
       "      <td>0.740741</td>\n",
       "      <td>0.851064</td>\n",
       "      <td>0.740741</td>\n",
       "      <td>0.917431</td>\n",
       "      <td>-0.432959</td>\n",
       "      <td>0.853299</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.793651</td>\n",
       "      <td>0.650794</td>\n",
       "      <td>0.248677</td>\n",
       "      <td>0.448227</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.278287</td>\n",
       "      <td>0.536126</td>\n",
       "      <td>0.988645</td>\n",
       "      <td>0.490196</td>\n",
       "      <td>0.578231</td>\n",
       "      <td>0.508621</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.248677</td>\n",
       "      <td>0.002646</td>\n",
       "      <td>0.865079</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>education et recherche, educazione e ricerca. ...</td>\n",
       "      <td>0.012232</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.162080</td>\n",
       "      <td>0.165138</td>\n",
       "      <td>0.553443</td>\n",
       "      <td>0.553443</td>\n",
       "      <td>0.556652</td>\n",
       "      <td>0.198777</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.220544</td>\n",
       "      <td>0.361386</td>\n",
       "      <td>0.220544</td>\n",
       "      <td>0.948052</td>\n",
       "      <td>-2.180863</td>\n",
       "      <td>0.460049</td>\n",
       "      <td>0.001155</td>\n",
       "      <td>0.223242</td>\n",
       "      <td>0.171254</td>\n",
       "      <td>0.024465</td>\n",
       "      <td>0.163366</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.251405</td>\n",
       "      <td>0.880317</td>\n",
       "      <td>0.170306</td>\n",
       "      <td>0.271318</td>\n",
       "      <td>0.172414</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.235474</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>education et recherche., educazione e ricerca....</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.162080</td>\n",
       "      <td>0.162080</td>\n",
       "      <td>0.540967</td>\n",
       "      <td>0.540967</td>\n",
       "      <td>0.544111</td>\n",
       "      <td>0.201835</td>\n",
       "      <td>0.063291</td>\n",
       "      <td>0.219219</td>\n",
       "      <td>0.359606</td>\n",
       "      <td>0.219219</td>\n",
       "      <td>0.924051</td>\n",
       "      <td>-2.189554</td>\n",
       "      <td>0.454188</td>\n",
       "      <td>0.001155</td>\n",
       "      <td>0.223242</td>\n",
       "      <td>0.171254</td>\n",
       "      <td>0.024465</td>\n",
       "      <td>0.133005</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.040816</td>\n",
       "      <td>0.251906</td>\n",
       "      <td>0.883989</td>\n",
       "      <td>0.179039</td>\n",
       "      <td>0.255814</td>\n",
       "      <td>0.162562</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.241590</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>education et recherche, educazione e ricerca</td>\n",
       "      <td>0.006116</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.122324</td>\n",
       "      <td>0.122324</td>\n",
       "      <td>0.559408</td>\n",
       "      <td>0.559408</td>\n",
       "      <td>0.564565</td>\n",
       "      <td>0.128440</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.134557</td>\n",
       "      <td>0.237197</td>\n",
       "      <td>0.134557</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-2.893715</td>\n",
       "      <td>0.366820</td>\n",
       "      <td>0.000987</td>\n",
       "      <td>0.134557</td>\n",
       "      <td>0.122324</td>\n",
       "      <td>0.021407</td>\n",
       "      <td>0.107817</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.027211</td>\n",
       "      <td>0.180210</td>\n",
       "      <td>0.804150</td>\n",
       "      <td>0.135371</td>\n",
       "      <td>0.224806</td>\n",
       "      <td>0.118227</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.134557</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.391437</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.556575</td>\n",
       "      <td>0.565749</td>\n",
       "      <td>0.823793</td>\n",
       "      <td>0.894276</td>\n",
       "      <td>0.901638</td>\n",
       "      <td>0.746177</td>\n",
       "      <td>0.495385</td>\n",
       "      <td>0.752688</td>\n",
       "      <td>0.858896</td>\n",
       "      <td>0.752688</td>\n",
       "      <td>0.861538</td>\n",
       "      <td>-0.409876</td>\n",
       "      <td>0.858900</td>\n",
       "      <td>0.001520</td>\n",
       "      <td>0.856269</td>\n",
       "      <td>0.709480</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.693252</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.306122</td>\n",
       "      <td>0.554411</td>\n",
       "      <td>0.988784</td>\n",
       "      <td>0.553191</td>\n",
       "      <td>0.648855</td>\n",
       "      <td>0.578431</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.284404</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.993884</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.372159</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.573864</td>\n",
       "      <td>0.585227</td>\n",
       "      <td>0.809448</td>\n",
       "      <td>0.885669</td>\n",
       "      <td>0.890624</td>\n",
       "      <td>0.731534</td>\n",
       "      <td>0.498471</td>\n",
       "      <td>0.768229</td>\n",
       "      <td>0.868925</td>\n",
       "      <td>0.768229</td>\n",
       "      <td>0.902141</td>\n",
       "      <td>-0.380391</td>\n",
       "      <td>0.869514</td>\n",
       "      <td>0.001501</td>\n",
       "      <td>0.838068</td>\n",
       "      <td>0.696023</td>\n",
       "      <td>0.264205</td>\n",
       "      <td>0.715758</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.332237</td>\n",
       "      <td>0.557280</td>\n",
       "      <td>0.985422</td>\n",
       "      <td>0.554622</td>\n",
       "      <td>0.617021</td>\n",
       "      <td>0.559091</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.264205</td>\n",
       "      <td>0.002841</td>\n",
       "      <td>0.928977</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>0.292958</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.509859</td>\n",
       "      <td>0.526761</td>\n",
       "      <td>0.812826</td>\n",
       "      <td>0.887696</td>\n",
       "      <td>0.891221</td>\n",
       "      <td>0.705634</td>\n",
       "      <td>0.446483</td>\n",
       "      <td>0.771429</td>\n",
       "      <td>0.870968</td>\n",
       "      <td>0.771429</td>\n",
       "      <td>0.908257</td>\n",
       "      <td>-0.374396</td>\n",
       "      <td>0.871703</td>\n",
       "      <td>0.001492</td>\n",
       "      <td>0.836620</td>\n",
       "      <td>0.608451</td>\n",
       "      <td>0.253521</td>\n",
       "      <td>0.583578</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.261682</td>\n",
       "      <td>0.531097</td>\n",
       "      <td>0.991046</td>\n",
       "      <td>0.462745</td>\n",
       "      <td>0.544828</td>\n",
       "      <td>0.460526</td>\n",
       "      <td>0.833333</td>\n",
       "      <td>0.253521</td>\n",
       "      <td>0.002817</td>\n",
       "      <td>0.921127</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>educazione e ricerca</td>\n",
       "      <td>0.012232</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.058104</td>\n",
       "      <td>0.058104</td>\n",
       "      <td>0.553721</td>\n",
       "      <td>0.553721</td>\n",
       "      <td>0.553721</td>\n",
       "      <td>0.059633</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061162</td>\n",
       "      <td>0.115274</td>\n",
       "      <td>0.061162</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-4.031219</td>\n",
       "      <td>0.247310</td>\n",
       "      <td>0.000865</td>\n",
       "      <td>0.061162</td>\n",
       "      <td>0.058104</td>\n",
       "      <td>0.009174</td>\n",
       "      <td>0.092219</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.006803</td>\n",
       "      <td>0.118474</td>\n",
       "      <td>0.758196</td>\n",
       "      <td>0.113537</td>\n",
       "      <td>0.178295</td>\n",
       "      <td>0.083744</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.061162</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>medizinische informatik - kommunikation von ge...</td>\n",
       "      <td>education et recherche</td>\n",
       "      <td>0.003058</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.064220</td>\n",
       "      <td>0.064220</td>\n",
       "      <td>0.583032</td>\n",
       "      <td>0.583032</td>\n",
       "      <td>0.583032</td>\n",
       "      <td>0.065749</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.067278</td>\n",
       "      <td>0.126074</td>\n",
       "      <td>0.067278</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-3.893715</td>\n",
       "      <td>0.259381</td>\n",
       "      <td>0.000968</td>\n",
       "      <td>0.067278</td>\n",
       "      <td>0.064220</td>\n",
       "      <td>0.021407</td>\n",
       "      <td>0.091691</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.023810</td>\n",
       "      <td>0.129215</td>\n",
       "      <td>0.770898</td>\n",
       "      <td>0.139738</td>\n",
       "      <td>0.193798</td>\n",
       "      <td>0.088670</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.067278</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 str1  \\\n",
       "10  medizinische informatik - kommunikation von ge...   \n",
       "35  medizinische informatik - kommunikation von ge...   \n",
       "0   medizinische informatik - kommunikation von ge...   \n",
       "18  medizinische informatik - kommunikation von ge...   \n",
       "20  medizinische informatik - kommunikation von ge...   \n",
       "34  medizinische informatik - kommunikation von ge...   \n",
       "28  medizinische informatik - kommunikation von ge...   \n",
       "15  medizinische informatik - kommunikation von ge...   \n",
       "21  medizinische informatik - kommunikation von ge...   \n",
       "9   medizinische informatik - kommunikation von ge...   \n",
       "16  medizinische informatik - kommunikation von ge...   \n",
       "41  medizinische informatik - kommunikation von ge...   \n",
       "24  medizinische informatik - kommunikation von ge...   \n",
       "27  medizinische informatik - kommunikation von ge...   \n",
       "23  medizinische informatik - kommunikation von ge...   \n",
       "7   medizinische informatik - kommunikation von ge...   \n",
       "36  medizinische informatik - kommunikation von ge...   \n",
       "14  medizinische informatik - kommunikation von ge...   \n",
       "38  medizinische informatik - kommunikation von ge...   \n",
       "25  medizinische informatik - kommunikation von ge...   \n",
       "31  medizinische informatik - kommunikation von ge...   \n",
       "26  medizinische informatik - kommunikation von ge...   \n",
       "11  medizinische informatik - kommunikation von ge...   \n",
       "12  medizinische informatik - kommunikation von ge...   \n",
       "2   medizinische informatik - kommunikation von ge...   \n",
       "19  medizinische informatik - kommunikation von ge...   \n",
       "30  medizinische informatik - kommunikation von ge...   \n",
       "22  medizinische informatik - kommunikation von ge...   \n",
       "1   medizinische informatik - kommunikation von ge...   \n",
       "13  medizinische informatik - kommunikation von ge...   \n",
       "\n",
       "                                                 str2   Hamming  MLIPNS  \\\n",
       "10                                     flûte enchanté  0.000000     0.0   \n",
       "35  medizinische informatik - kommunikation von ge...  0.318296     0.0   \n",
       "0                                                      0.000000     0.0   \n",
       "18  medizinische informatik - kommunikation von ge...  0.376147     0.0   \n",
       "20  medizinische informatik - kommunikation von ge...  0.382263     0.0   \n",
       "34  medizinische informatik - kommunikation von ge...  0.295195     0.0   \n",
       "28  medizinische informatik - kommunikation von ge...  0.299539     0.0   \n",
       "15                                    die zauberflöte  0.003058     0.0   \n",
       "21  medizinische informatik - kommunikation von ge...  0.366972     0.0   \n",
       "9     die zauberflöte, ausgabe für gesang und klavier  0.012232     0.0   \n",
       "16                                                 or  0.000000     0.0   \n",
       "41                                       bibliotheken  0.000000     0.0   \n",
       "24  medizinische informatik - kommunikation von ge...  0.415663     0.0   \n",
       "27  medizinische informatik - kommunikation von ge...  0.390029     0.0   \n",
       "23  medizinische informatik - kommunikation von ge...  0.300300     0.0   \n",
       "7                               the emperor's journey  0.003058     0.0   \n",
       "36  medizinische informatik - kommunikation von ge...  0.543353     0.0   \n",
       "14  educazione e ricerca., education et recherche....  0.021407     0.0   \n",
       "38  medizinische informatik - kommunikation von ge...  0.321608     0.0   \n",
       "25  medizinische informatik - kommunikation von ge...  0.373089     0.0   \n",
       "31  medizinische informatik - kommunikation von ge...  0.379205     0.0   \n",
       "26  medizinische informatik - kommunikation von ge...  0.343915     0.0   \n",
       "11  education et recherche, educazione e ricerca. ...  0.012232     0.0   \n",
       "12  education et recherche., educazione e ricerca....  0.006116     0.0   \n",
       "2        education et recherche, educazione e ricerca  0.006116     0.0   \n",
       "19  medizinische informatik - kommunikation von ge...  0.391437     0.0   \n",
       "30  medizinische informatik - kommunikation von ge...  0.372159     0.0   \n",
       "22  medizinische informatik - kommunikation von ge...  0.292958     0.0   \n",
       "1                                educazione e ricerca  0.012232     0.0   \n",
       "13                             education et recherche  0.003058     0.0   \n",
       "\n",
       "    Levenshtein  DamerauLevenshtein      Jaro  JaroWinkler  StrCmp95  \\\n",
       "10     0.036697            0.036697  0.492391     0.492391  0.492391   \n",
       "35     0.711779            0.714286  0.797409     0.878445  0.880782   \n",
       "0      0.000000            0.000000  0.000000     0.000000  0.000000   \n",
       "18     0.792049            0.795107  0.840267     0.904160  0.910384   \n",
       "20     0.565749            0.584098  0.815168     0.889101  0.895737   \n",
       "34     0.526316            0.533181  0.771310     0.862786  0.865352   \n",
       "28     0.534562            0.546083  0.769206     0.861524  0.864097   \n",
       "15     0.039755            0.039755  0.492049     0.492049  0.499021   \n",
       "21     0.792049            0.798165  0.834625     0.900775  0.906191   \n",
       "9      0.103976            0.103976  0.550206     0.550206  0.555073   \n",
       "16     0.006116            0.006116  0.668705     0.668705  0.668705   \n",
       "41     0.030581            0.030581  0.487971     0.487971  0.505250   \n",
       "24     0.557229            0.575301  0.799881     0.879929  0.886484   \n",
       "27     0.777126            0.782991  0.821149     0.892689  0.897362   \n",
       "23     0.648649            0.660661  0.826761     0.896057  0.898966   \n",
       "7      0.051988            0.051988  0.489248     0.489248  0.499384   \n",
       "36     0.734104            0.742775  0.896429     0.937857  0.940356   \n",
       "14     0.159021            0.162080  0.564441     0.564441  0.567585   \n",
       "38     0.542714            0.552764  0.789267     0.873560  0.878574   \n",
       "25     0.792049            0.801223  0.820922     0.892553  0.897931   \n",
       "31     0.825688            0.828746  0.844718     0.906831  0.907594   \n",
       "26     0.584656            0.597884  0.794805     0.876883  0.879963   \n",
       "11     0.162080            0.165138  0.553443     0.553443  0.556652   \n",
       "12     0.162080            0.162080  0.540967     0.540967  0.544111   \n",
       "2      0.122324            0.122324  0.559408     0.559408  0.564565   \n",
       "19     0.556575            0.565749  0.823793     0.894276  0.901638   \n",
       "30     0.573864            0.585227  0.809448     0.885669  0.890624   \n",
       "22     0.509859            0.526761  0.812826     0.887696  0.891221   \n",
       "1      0.058104            0.058104  0.553721     0.553721  0.553721   \n",
       "13     0.064220            0.064220  0.583032     0.583032  0.583032   \n",
       "\n",
       "    NeedlemanWunsch  SmithWaterman   Jaccard  Sorensen   Tversky   Overlap  \\\n",
       "10         0.039755       0.000000  0.036474  0.070381  0.036474  0.857143   \n",
       "35         0.764411       0.645260  0.720379  0.837466  0.720379  0.929664   \n",
       "0          0.000000       0.000000  0.000000  0.000000  0.000000  0.000000   \n",
       "18         0.842508       0.767123  0.794203  0.885299  0.794203  0.938356   \n",
       "20         0.747706       0.500000  0.750000  0.857143  0.750000  0.861111   \n",
       "34         0.635011       0.360856  0.646552  0.785340  0.646552  0.917431   \n",
       "28         0.641705       0.376147  0.668860  0.801577  0.668860  0.932722   \n",
       "15         0.042813       0.000000  0.042683  0.081871  0.042683  0.933333   \n",
       "21         0.845566       0.766102  0.782235  0.877814  0.782235  0.925424   \n",
       "9          0.123853       0.042553  0.136778  0.240642  0.136778  0.957447   \n",
       "16         0.006116       0.000000  0.006116  0.012158  0.006116  1.000000   \n",
       "41         0.033639       0.000000  0.030395  0.058997  0.030395  0.833333   \n",
       "24         0.740964       0.489297  0.738786  0.849772  0.738786  0.856269   \n",
       "27         0.857771       0.746177  0.810298  0.895210  0.810298  0.914373   \n",
       "23         0.804805       0.620795  0.818182  0.900000  0.818182  0.908257   \n",
       "7          0.058104       0.047619  0.054545  0.103448  0.054545  0.857143   \n",
       "36         0.826590       0.691131  0.869444  0.930163  0.869444  0.957187   \n",
       "14         0.200306       0.075949  0.219219  0.359606  0.219219  0.924051   \n",
       "38         0.677136       0.431193  0.709906  0.830345  0.709906  0.920489   \n",
       "25         0.851682       0.769231  0.788571  0.881789  0.788571  0.923077   \n",
       "31         0.874618       0.808581  0.858407  0.923810  0.858407  0.960396   \n",
       "26         0.715608       0.498471  0.740741  0.851064  0.740741  0.917431   \n",
       "11         0.198777       0.090909  0.220544  0.361386  0.220544  0.948052   \n",
       "12         0.201835       0.063291  0.219219  0.359606  0.219219  0.924051   \n",
       "2          0.128440       0.045455  0.134557  0.237197  0.134557  1.000000   \n",
       "19         0.746177       0.495385  0.752688  0.858896  0.752688  0.861538   \n",
       "30         0.731534       0.498471  0.768229  0.868925  0.768229  0.902141   \n",
       "22         0.705634       0.446483  0.771429  0.870968  0.771429  0.908257   \n",
       "1          0.059633       0.000000  0.061162  0.115274  0.061162  1.000000   \n",
       "13         0.065749       0.000000  0.067278  0.126074  0.067278  1.000000   \n",
       "\n",
       "    Tanimoto    Cosine  MongeElkan       Bag    LCSSeq    LCSStr  \\\n",
       "10 -4.776981  0.177355    0.000669  0.036697  0.036697  0.006116   \n",
       "35 -0.473172  0.841615    0.001501  0.761905  0.721805  0.233083   \n",
       "0       -inf  0.000000    0.000000  0.000000  0.000000  0.000000   \n",
       "18 -0.332420  0.886717    0.001520  0.837920  0.807339  0.284404   \n",
       "20 -0.415037  0.857152    0.001501  0.853211  0.712538  0.284404   \n",
       "34 -0.629162  0.793609    0.001501  0.686499  0.576659  0.212815   \n",
       "28 -0.580225  0.809620    0.001501  0.702765  0.582949  0.216590   \n",
       "15 -4.550197  0.199898    0.000762  0.042813  0.039755  0.012232   \n",
       "21 -0.354326  0.878978    0.001501  0.834862  0.816514  0.284404   \n",
       "9  -2.870091  0.362986    0.000991  0.137615  0.103976  0.015291   \n",
       "16 -7.353147  0.078206    0.000154  0.006116  0.006116  0.006116   \n",
       "41 -5.040016  0.159638    0.000641  0.030581  0.030581  0.006116   \n",
       "24 -0.436771  0.849797    0.001501  0.843373  0.698795  0.280120   \n",
       "27 -0.303475  0.895406    0.001501  0.876833  0.818182  0.275660   \n",
       "23 -0.289507  0.900037    0.001492  0.891892  0.729730  0.270270   \n",
       "7  -4.196397  0.217215    0.000818  0.055046  0.051988  0.009174   \n",
       "36 -0.201834  0.930534    0.001529  0.904624  0.800578  0.508671   \n",
       "14 -2.189554  0.454188    0.001155  0.223242  0.165138  0.024465   \n",
       "38 -0.494301  0.834355    0.001510  0.756281  0.618090  0.236181   \n",
       "25 -0.342687  0.882673    0.001501  0.844037  0.822630  0.284404   \n",
       "31 -0.220266  0.924481    0.001501  0.889908  0.856269  0.284404   \n",
       "26 -0.432959  0.853299    0.001501  0.793651  0.650794  0.248677   \n",
       "11 -2.180863  0.460049    0.001155  0.223242  0.171254  0.024465   \n",
       "12 -2.189554  0.454188    0.001155  0.223242  0.171254  0.024465   \n",
       "2  -2.893715  0.366820    0.000987  0.134557  0.122324  0.021407   \n",
       "19 -0.409876  0.858900    0.001520  0.856269  0.709480  0.284404   \n",
       "30 -0.380391  0.869514    0.001501  0.838068  0.696023  0.264205   \n",
       "22 -0.374396  0.871703    0.001492  0.836620  0.608451  0.253521   \n",
       "1  -4.031219  0.247310    0.000865  0.061162  0.058104  0.009174   \n",
       "13 -3.893715  0.259381    0.000968  0.067278  0.064220  0.021407   \n",
       "\n",
       "    RatcliffObershelp  RLENCD  BWTRLENCD   SqrtNCD  EntropyNCD    BZ2NCD  \\\n",
       "10           0.052786     0.0   0.003401  0.086734    0.767467  0.135371   \n",
       "35           0.752066     0.0   0.359420  0.531382    0.985092  0.575188   \n",
       "0            0.000000     0.0   0.003401  0.000000    0.176137  0.000000   \n",
       "18           0.849758     0.0   0.363946  0.554167    0.993757  0.646288   \n",
       "20           0.700461     0.0   0.299320  0.547434    0.984944  0.541485   \n",
       "34           0.596859     0.0   0.249357  0.510699    0.982897  0.400685   \n",
       "28           0.628121     0.0   0.254593  0.508357    0.986534  0.406143   \n",
       "15           0.046784     0.0   0.003401  0.104216    0.804296  0.126638   \n",
       "21           0.858521     0.0   0.367347  0.543424    0.988001  0.646288   \n",
       "9            0.139037     0.0   0.017007  0.207516    0.882024  0.157205   \n",
       "16           0.012158     0.0   0.010204  0.017550    0.352653  0.100437   \n",
       "41           0.041298     0.0   0.006803  0.076064    0.717453  0.104803   \n",
       "24           0.676783     0.0   0.302721  0.541684    0.986266  0.535865   \n",
       "27           0.814371     0.0   0.387205  0.554021    0.994541  0.604938   \n",
       "23           0.681818     0.0   0.331126  0.553928    0.993455  0.537190   \n",
       "7            0.080460     0.0   0.017007  0.113366    0.804884  0.104803   \n",
       "36           0.799406     0.0   0.431438  0.560082    0.997340  0.661157   \n",
       "14           0.206897     0.0   0.044218  0.251906    0.883989  0.192140   \n",
       "38           0.664828     0.0   0.283708  0.524417    0.988564  0.423913   \n",
       "25           0.846645     0.0   0.374150  0.547889    0.989963  0.663755   \n",
       "31           0.885714     0.0   0.442177  0.554194    0.990108  0.668122   \n",
       "26           0.448227     0.0   0.278287  0.536126    0.988645  0.490196   \n",
       "11           0.163366     0.0   0.040816  0.251405    0.880317  0.170306   \n",
       "12           0.133005     0.0   0.040816  0.251906    0.883989  0.179039   \n",
       "2            0.107817     0.0   0.027211  0.180210    0.804150  0.135371   \n",
       "19           0.693252     0.0   0.306122  0.554411    0.988784  0.553191   \n",
       "30           0.715758     0.0   0.332237  0.557280    0.985422  0.554622   \n",
       "22           0.583578     0.0   0.261682  0.531097    0.991046  0.462745   \n",
       "1            0.092219     0.0   0.006803  0.118474    0.758196  0.113537   \n",
       "13           0.091691     0.0   0.023810  0.129215    0.770898  0.139738   \n",
       "\n",
       "     LZMANCD   ZLIBNCD       MRA    Prefix   Postfix    Length  Identity  \\\n",
       "10  0.162791  0.054187  0.000000  0.000000  0.000000  0.042813       0.0   \n",
       "35  0.687075  0.626609  0.833333  0.233083  0.002506  0.819549       0.0   \n",
       "0   0.069767  0.029557  0.000000  0.000000  0.000000  0.000000       0.0   \n",
       "18  0.767442  0.719212  0.833333  0.284404  0.003058  0.892966       0.0   \n",
       "20  0.643411  0.581281  0.833333  0.284404  0.003058  0.990826       0.0   \n",
       "34  0.533742  0.447876  0.833333  0.212815  0.002288  0.748284       0.0   \n",
       "28  0.539394  0.452830  0.833333  0.216590  0.002304  0.753456       0.0   \n",
       "15  0.178295  0.059113  0.166667  0.000000  0.000000  0.045872       0.0   \n",
       "21  0.751938  0.699507  0.833333  0.284404  0.003058  0.902141       0.0   \n",
       "9   0.224806  0.137931  0.166667  0.000000  0.000000  0.143731       0.0   \n",
       "16  0.178295  0.034483  0.000000  0.000000  0.000000  0.006116       0.0   \n",
       "41  0.178295  0.054187  0.000000  0.000000  0.000000  0.036697       0.0   \n",
       "24  0.629630  0.554502  0.833333  0.280120  0.003012  0.984940       0.0   \n",
       "27  0.737226  0.690141  0.833333  0.275660  0.002933  0.958944       0.0   \n",
       "23  0.674074  0.614286  0.833333  0.270270  0.003003  0.981982       0.0   \n",
       "7   0.193798  0.073892  0.000000  0.000000  0.000000  0.064220       0.0   \n",
       "36  0.744681  0.705882  1.000000  0.508671  0.083815  0.945087       0.0   \n",
       "14  0.255814  0.157635  0.166667  0.000000  0.000000  0.241590       0.0   \n",
       "38  0.554140  0.490040  1.000000  0.236181  0.015075  0.821608       0.0   \n",
       "25  0.767442  0.709360  0.833333  0.284404  0.003058  0.914373       0.0   \n",
       "31  0.782946  0.729064  0.833333  0.284404  0.003058  0.926606       0.0   \n",
       "26  0.578231  0.508621  0.833333  0.248677  0.002646  0.865079       0.0   \n",
       "11  0.271318  0.172414  0.166667  0.000000  0.000000  0.235474       0.0   \n",
       "12  0.255814  0.162562  0.166667  0.000000  0.000000  0.241590       0.0   \n",
       "2   0.224806  0.118227  0.166667  0.000000  0.000000  0.134557       0.0   \n",
       "19  0.648855  0.578431  0.833333  0.284404  0.003058  0.993884       0.0   \n",
       "30  0.617021  0.559091  0.833333  0.264205  0.002841  0.928977       0.0   \n",
       "22  0.544828  0.460526  0.833333  0.253521  0.002817  0.921127       0.0   \n",
       "1   0.178295  0.083744  0.166667  0.000000  0.000000  0.061162       0.0   \n",
       "13  0.193798  0.088670  0.166667  0.000000  0.000000  0.067278       0.0   \n",
       "\n",
       "    Matrix  \n",
       "10     0.0  \n",
       "35     0.0  \n",
       "0      0.0  \n",
       "18     0.0  \n",
       "20     0.0  \n",
       "34     0.0  \n",
       "28     0.0  \n",
       "15     0.0  \n",
       "21     0.0  \n",
       "9      0.0  \n",
       "16     0.0  \n",
       "41     0.0  \n",
       "24     0.0  \n",
       "27     0.0  \n",
       "23     0.0  \n",
       "7      0.0  \n",
       "36     0.0  \n",
       "14     0.0  \n",
       "38     0.0  \n",
       "25     0.0  \n",
       "31     0.0  \n",
       "26     0.0  \n",
       "11     0.0  \n",
       "12     0.0  \n",
       "2      0.0  \n",
       "19     0.0  \n",
       "30     0.0  \n",
       "22     0.0  \n",
       "1      0.0  \n",
       "13     0.0  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ttlfull_representations = ['245', '246']\n",
    "\n",
    "for tf in ttlfull_representations :\n",
    "    df_string_pairs = daf.string_pair_list(df_feature_base, 'ttlfull_'+tf+'_x')\n",
    "\n",
    "    print('\\nttlfull_'+tf+'\\n***********')\n",
    "    for algorithm in tedi_algorithms :\n",
    "        if algorithm not in ['Gotoh', 'ArithNCD', 'Editex'] : # Some (very long string) samples fail with Editex\n",
    "            daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "    display(df_string_pairs.sample(n=num_of_samples(df_string_pairs)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### volumes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Hamming\n",
      "MLIPNS\n",
      "Levenshtein\n",
      "DamerauLevenshtein\n",
      "Jaro\n",
      "JaroWinkler\n",
      "StrCmp95\n",
      "NeedlemanWunsch\n",
      "SmithWaterman\n",
      "Jaccard\n",
      "Sorensen\n",
      "Tversky\n",
      "Overlap\n",
      "Tanimoto\n",
      "Cosine\n",
      "MongeElkan\n",
      "Bag\n",
      "LCSSeq\n",
      "LCSStr\n",
      "RatcliffObershelp\n",
      "RLENCD\n",
      "BWTRLENCD\n",
      "SqrtNCD\n",
      "EntropyNCD\n",
      "BZ2NCD\n",
      "LZMANCD\n",
      "ZLIBNCD\n",
      "MRA\n",
      "Editex\n",
      "Prefix\n",
      "Postfix\n",
      "Length\n",
      "Identity\n",
      "Matrix\n"
     ]
    },
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>str1</th>\n",
       "      <th>str2</th>\n",
       "      <th>Hamming</th>\n",
       "      <th>MLIPNS</th>\n",
       "      <th>Levenshtein</th>\n",
       "      <th>DamerauLevenshtein</th>\n",
       "      <th>Jaro</th>\n",
       "      <th>JaroWinkler</th>\n",
       "      <th>StrCmp95</th>\n",
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       "      <th>Jaccard</th>\n",
       "      <th>Sorensen</th>\n",
       "      <th>Tversky</th>\n",
       "      <th>Overlap</th>\n",
       "      <th>Tanimoto</th>\n",
       "      <th>Cosine</th>\n",
       "      <th>MongeElkan</th>\n",
       "      <th>Bag</th>\n",
       "      <th>LCSSeq</th>\n",
       "      <th>LCSStr</th>\n",
       "      <th>RatcliffObershelp</th>\n",
       "      <th>RLENCD</th>\n",
       "      <th>BWTRLENCD</th>\n",
       "      <th>SqrtNCD</th>\n",
       "      <th>EntropyNCD</th>\n",
       "      <th>BZ2NCD</th>\n",
       "      <th>LZMANCD</th>\n",
       "      <th>ZLIBNCD</th>\n",
       "      <th>MRA</th>\n",
       "      <th>Editex</th>\n",
       "      <th>Prefix</th>\n",
       "      <th>Postfix</th>\n",
       "      <th>Length</th>\n",
       "      <th>Identity</th>\n",
       "      <th>Matrix</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
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       "      <th>67</th>\n",
       "      <td>304</td>\n",
       "      <td>1 32</td>\n",
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       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.288675</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.146447</td>\n",
       "      <td>0.687774</td>\n",
       "      <td>0.814815</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>304</td>\n",
       "      <td>1 0 169</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.492063</td>\n",
       "      <td>0.492063</td>\n",
       "      <td>0.492063</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-3.169925</td>\n",
       "      <td>0.218218</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.100505</td>\n",
       "      <td>0.648643</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.461538</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>304</td>\n",
       "      <td>1 33</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.288675</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.199801</td>\n",
       "      <td>0.757023</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>304</td>\n",
       "      <td>1 109</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.258199</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.132705</td>\n",
       "      <td>0.686838</td>\n",
       "      <td>0.814815</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>56</th>\n",
       "      <td>304</td>\n",
       "      <td>365</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>304</td>\n",
       "      <td>26</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.488608</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>304</td>\n",
       "      <td>214</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>304</td>\n",
       "      <td>108</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>304</td>\n",
       "      <td>2 73 17 70 26</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.470085</td>\n",
       "      <td>0.470085</td>\n",
       "      <td>0.470085</td>\n",
       "      <td>0.192308</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.142857</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-2.807355</td>\n",
       "      <td>0.320256</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.076923</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.071429</td>\n",
       "      <td>0.128093</td>\n",
       "      <td>0.651416</td>\n",
       "      <td>0.677419</td>\n",
       "      <td>0.793103</td>\n",
       "      <td>0.315789</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.153846</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.230769</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>304</td>\n",
       "      <td>64</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.408248</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.643350</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>304</td>\n",
       "      <td>467</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>304</td>\n",
       "      <td>3 1</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>304</td>\n",
       "      <td>4</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-1.584963</td>\n",
       "      <td>0.577350</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.419721</td>\n",
       "      <td>0.956522</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>304</td>\n",
       "      <td>379</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>304</td>\n",
       "      <td>531</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>304</td>\n",
       "      <td>2 152</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.601278</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>304</td>\n",
       "      <td>1 158 27</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.187500</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.568333</td>\n",
       "      <td>0.678571</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.428571</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.375000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>304</td>\n",
       "      <td>453</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>-1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.390524</td>\n",
       "      <td>0.871049</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>304</td>\n",
       "      <td>1 45</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.527778</td>\n",
       "      <td>0.527778</td>\n",
       "      <td>0.527778</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.584963</td>\n",
       "      <td>0.288675</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.285714</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.146447</td>\n",
       "      <td>0.687774</td>\n",
       "      <td>0.814815</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>304</td>\n",
       "      <td>2 151</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.601278</td>\n",
       "      <td>0.777778</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>304</td>\n",
       "      <td>72</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.488608</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>304</td>\n",
       "      <td>167</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.613147</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>304</td>\n",
       "      <td>34</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.611111</td>\n",
       "      <td>0.611111</td>\n",
       "      <td>0.611111</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>-0.584963</td>\n",
       "      <td>0.816497</td>\n",
       "      <td>0.111111</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.390524</td>\n",
       "      <td>0.798091</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>304</td>\n",
       "      <td>95</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.488608</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>304</td>\n",
       "      <td>323</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.227388</td>\n",
       "      <td>0.661819</td>\n",
       "      <td>0.826087</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>304</td>\n",
       "      <td>2</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.226294</td>\n",
       "      <td>0.869565</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>304</td>\n",
       "      <td>22</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.256497</td>\n",
       "      <td>0.826087</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>304</td>\n",
       "      <td>63</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-2.000000</td>\n",
       "      <td>0.408248</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.643350</td>\n",
       "      <td>0.826087</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>304</td>\n",
       "      <td>1 225</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>-inf</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.166667</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.601278</td>\n",
       "      <td>0.821429</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>304</td>\n",
       "      <td>607</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.555556</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>-2.321928</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.055556</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.00</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.195262</td>\n",
       "      <td>0.742098</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.913043</td>\n",
       "      <td>0.666667</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.333333</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    str1           str2   Hamming  MLIPNS  Levenshtein  DamerauLevenshtein  \\\n",
       "67   304           1 32  0.000000     0.0     0.000000            0.000000   \n",
       "1    304        1 0 169  0.000000     0.0     0.142857            0.142857   \n",
       "82   304           1 33  0.000000     0.0     0.000000            0.000000   \n",
       "44   304          1 109  0.000000     0.0     0.200000            0.200000   \n",
       "56   304            365  0.333333     1.0     0.333333            0.333333   \n",
       "40   304             26  0.000000     1.0     0.000000            0.000000   \n",
       "35   304            214  0.333333     1.0     0.333333            0.333333   \n",
       "94   304            108  0.333333     1.0     0.333333            0.333333   \n",
       "9    304  2 73 17 70 26  0.000000     0.0     0.153846            0.153846   \n",
       "6    304             64  0.000000     1.0     0.333333            0.333333   \n",
       "102  304            467  0.000000     1.0     0.000000            0.000000   \n",
       "20   304            3 1  0.333333     1.0     0.333333            0.333333   \n",
       "46   304              4  0.000000     1.0     0.333333            0.333333   \n",
       "37   304            379  0.333333     1.0     0.333333            0.333333   \n",
       "39   304            531  0.000000     1.0     0.000000            0.000000   \n",
       "18   304          2 152  0.000000     0.0     0.000000            0.000000   \n",
       "87   304       1 158 27  0.000000     0.0     0.000000            0.000000   \n",
       "91   304            453  0.000000     1.0     0.000000            0.000000   \n",
       "84   304           1 45  0.250000     0.0     0.250000            0.250000   \n",
       "10   304          2 151  0.000000     0.0     0.000000            0.000000   \n",
       "76   304             72  0.000000     1.0     0.000000            0.000000   \n",
       "74   304            167  0.000000     1.0     0.000000            0.000000   \n",
       "51   304             34  0.333333     1.0     0.666667            0.666667   \n",
       "41   304             95  0.000000     1.0     0.000000            0.000000   \n",
       "62   304            323  0.333333     1.0     0.333333            0.333333   \n",
       "8    304              2  0.000000     1.0     0.000000            0.000000   \n",
       "28   304             22  0.000000     1.0     0.000000            0.000000   \n",
       "50   304             63  0.000000     1.0     0.000000            0.000000   \n",
       "43   304          1 225  0.000000     0.0     0.000000            0.000000   \n",
       "61   304            607  0.333333     1.0     0.333333            0.333333   \n",
       "\n",
       "         Jaro  JaroWinkler  StrCmp95  NeedlemanWunsch  SmithWaterman  \\\n",
       "67   0.000000     0.000000  0.000000         0.375000       0.000000   \n",
       "1    0.492063     0.492063  0.492063         0.285714       0.000000   \n",
       "82   0.000000     0.000000  0.000000         0.375000       0.000000   \n",
       "44   0.000000     0.000000  0.000000         0.400000       0.333333   \n",
       "56   0.555556     0.555556  0.555556         0.666667       0.333333   \n",
       "40   0.000000     0.000000  0.000000         0.333333       0.000000   \n",
       "35   0.555556     0.555556  0.555556         0.666667       0.333333   \n",
       "94   0.555556     0.555556  0.555556         0.666667       0.333333   \n",
       "9    0.470085     0.470085  0.470085         0.192308       0.000000   \n",
       "6    0.000000     0.000000  0.000000         0.500000       0.500000   \n",
       "102  0.000000     0.000000  0.000000         0.500000       0.000000   \n",
       "20   0.555556     0.555556  0.555556         0.666667       0.333333   \n",
       "46   0.000000     0.000000  0.000000         0.333333       1.000000   \n",
       "37   0.555556     0.555556  0.555556         0.666667       0.333333   \n",
       "39   0.000000     0.000000  0.000000         0.500000       0.000000   \n",
       "18   0.000000     0.000000  0.000000         0.300000       0.000000   \n",
       "87   0.000000     0.000000  0.000000         0.187500       0.000000   \n",
       "91   0.000000     0.000000  0.000000         0.500000       0.000000   \n",
       "84   0.527778     0.527778  0.527778         0.500000       0.000000   \n",
       "10   0.000000     0.000000  0.000000         0.300000       0.000000   \n",
       "76   0.000000     0.000000  0.000000         0.333333       0.000000   \n",
       "74   0.000000     0.000000  0.000000         0.500000       0.000000   \n",
       "51   0.611111     0.611111  0.611111         0.666667       0.500000   \n",
       "41   0.000000     0.000000  0.000000         0.333333       0.000000   \n",
       "62   0.555556     0.555556  0.555556         0.666667       0.333333   \n",
       "8    0.000000     0.000000  0.000000         0.166667       0.000000   \n",
       "28   0.000000     0.000000  0.000000         0.333333       0.000000   \n",
       "50   0.000000     0.000000  0.000000         0.333333       0.000000   \n",
       "43   0.000000     0.000000  0.000000         0.300000       0.000000   \n",
       "61   0.555556     0.555556  0.555556         0.666667       0.333333   \n",
       "\n",
       "      Jaccard  Sorensen   Tversky   Overlap  Tanimoto    Cosine  MongeElkan  \\\n",
       "67   0.166667  0.285714  0.166667  0.333333 -2.584963  0.288675    0.055556   \n",
       "1    0.111111  0.200000  0.111111  0.333333 -3.169925  0.218218    0.055556   \n",
       "82   0.166667  0.285714  0.166667  0.333333 -2.584963  0.288675    0.055556   \n",
       "44   0.142857  0.250000  0.142857  0.333333 -2.807355  0.258199    0.055556   \n",
       "56   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "40   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "35   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "94   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "9    0.142857  0.250000  0.142857  0.666667 -2.807355  0.320256    0.111111   \n",
       "6    0.250000  0.400000  0.250000  0.500000 -2.000000  0.408248    0.055556   \n",
       "102  0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "20   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "46   0.333333  0.500000  0.333333  1.000000 -1.584963  0.577350    0.055556   \n",
       "37   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "39   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "18   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "87   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "91   0.500000  0.666667  0.500000  0.666667 -1.000000  0.666667    0.111111   \n",
       "84   0.166667  0.285714  0.166667  0.333333 -2.584963  0.288675    0.055556   \n",
       "10   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "76   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "74   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "51   0.666667  0.800000  0.666667  1.000000 -0.584963  0.816497    0.111111   \n",
       "41   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "62   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "8    0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "28   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "50   0.250000  0.400000  0.250000  0.500000 -2.000000  0.408248    0.055556   \n",
       "43   0.000000  0.000000  0.000000  0.000000      -inf  0.000000    0.000000   \n",
       "61   0.200000  0.333333  0.200000  0.333333 -2.321928  0.333333    0.055556   \n",
       "\n",
       "          Bag    LCSSeq    LCSStr  RatcliffObershelp  RLENCD  BWTRLENCD  \\\n",
       "67   0.250000  0.250000  0.250000           0.285714    0.00   0.200000   \n",
       "1    0.142857  0.142857  0.142857           0.200000    0.00   0.125000   \n",
       "82   0.250000  0.250000  0.250000           0.285714    0.25   0.200000   \n",
       "44   0.200000  0.200000  0.200000           0.250000    0.00   0.166667   \n",
       "56   0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "40   0.000000  0.000000  0.000000           0.000000    0.00   0.250000   \n",
       "35   0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "94   0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "9    0.153846  0.153846  0.076923           0.250000    0.00   0.071429   \n",
       "6    0.333333  0.333333  0.333333           0.400000    0.00   0.250000   \n",
       "102  0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "20   0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "46   0.333333  0.333333  0.333333           0.500000    0.00   0.250000   \n",
       "37   0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "39   0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "18   0.000000  0.000000  0.000000           0.000000    0.00   0.166667   \n",
       "87   0.000000  0.000000  0.000000           0.000000    0.00   0.111111   \n",
       "91   0.666667  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "84   0.250000  0.250000  0.250000           0.285714    0.00   0.200000   \n",
       "10   0.000000  0.000000  0.000000           0.000000    0.00   0.166667   \n",
       "76   0.000000  0.000000  0.000000           0.000000    0.00   0.250000   \n",
       "74   0.000000  0.000000  0.000000           0.000000    0.00   0.250000   \n",
       "51   0.666667  0.666667  0.333333           0.800000    0.00   0.250000   \n",
       "41   0.000000  0.000000  0.000000           0.000000    0.00   0.250000   \n",
       "62   0.333333  0.333333  0.333333           0.333333    0.00   0.500000   \n",
       "8    0.000000  0.000000  0.000000           0.000000    0.00   0.250000   \n",
       "28   0.000000  0.000000  0.000000           0.000000    0.00   0.250000   \n",
       "50   0.333333  0.333333  0.333333           0.400000    0.00   0.250000   \n",
       "43   0.000000  0.000000  0.000000           0.000000    0.00   0.166667   \n",
       "61   0.333333  0.333333  0.333333           0.333333    0.00   0.250000   \n",
       "\n",
       "      SqrtNCD  EntropyNCD    BZ2NCD   LZMANCD   ZLIBNCD       MRA    Editex  \\\n",
       "67   0.146447    0.687774  0.814815  0.913043  0.600000  0.000000  0.000000   \n",
       "1    0.100505    0.648643  0.750000  0.840000  0.461538  0.000000  0.142857   \n",
       "82   0.199801    0.757023  0.800000  0.913043  0.600000  0.000000  0.250000   \n",
       "44   0.132705    0.686838  0.814815  0.920000  0.545455  0.000000  0.200000   \n",
       "56   0.195262    0.742098  0.913043  0.913043  0.666667  0.333333  0.333333   \n",
       "40   0.000000    0.488608  0.869565  0.913043  0.666667  0.000000  0.000000   \n",
       "35   0.195262    0.742098  0.913043  0.913043  0.666667  0.333333  0.333333   \n",
       "94   0.195262    0.742098  0.913043  0.913043  0.666667  0.333333  0.333333   \n",
       "9    0.128093    0.651416  0.677419  0.793103  0.315789  0.000000  0.153846   \n",
       "6    0.195262    0.643350  0.869565  0.913043  0.666667  0.000000  0.333333   \n",
       "102  0.195262    0.742098  0.913043  0.913043  0.666667  0.000000  0.000000   \n",
       "20   0.195262    0.742098  0.840000  0.913043  0.666667  0.333333  0.333333   \n",
       "46   0.195262    0.419721  0.956522  1.000000  0.666667  0.000000  0.333333   \n",
       "37   0.195262    0.742098  0.913043  0.913043  0.666667  0.333333  0.333333   \n",
       "39   0.195262    0.742098  0.913043  0.913043  0.666667  0.000000  0.000000   \n",
       "18   0.000000    0.601278  0.777778  0.920000  0.545455  0.000000  0.000000   \n",
       "87   0.000000    0.568333  0.678571  0.840000  0.428571  0.000000  0.000000   \n",
       "91   0.390524    0.871049  0.869565  0.913043  0.666667  0.000000  0.000000   \n",
       "84   0.146447    0.687774  0.814815  0.913043  0.600000  0.250000  0.250000   \n",
       "10   0.000000    0.601278  0.777778  0.920000  0.545455  0.000000  0.000000   \n",
       "76   0.000000    0.488608  0.869565  0.913043  0.666667  0.000000  0.000000   \n",
       "74   0.000000    0.613147  0.913043  0.913043  0.666667  0.000000  0.000000   \n",
       "51   0.390524    0.798091  0.913043  0.913043  0.666667  0.333333  0.666667   \n",
       "41   0.000000    0.488608  0.869565  0.913043  0.666667  0.000000  0.000000   \n",
       "62   0.227388    0.661819  0.826087  0.913043  0.666667  0.333333  0.333333   \n",
       "8    0.000000    0.226294  0.869565  1.000000  0.666667  0.000000  0.000000   \n",
       "28   0.000000    0.256497  0.826087  0.913043  0.666667  0.000000  0.000000   \n",
       "50   0.195262    0.643350  0.826087  0.913043  0.666667  0.000000  0.000000   \n",
       "43   0.000000    0.601278  0.821429  0.920000  0.545455  0.000000  0.200000   \n",
       "61   0.195262    0.742098  0.913043  0.913043  0.666667  0.333333  0.333333   \n",
       "\n",
       "       Prefix   Postfix    Length  Identity  Matrix  \n",
       "67   0.000000  0.000000  0.750000       0.0     0.0  \n",
       "1    0.000000  0.000000  0.428571       0.0     0.0  \n",
       "82   0.000000  0.000000  0.750000       0.0     0.0  \n",
       "44   0.000000  0.000000  0.600000       0.0     0.0  \n",
       "56   0.333333  0.000000  1.000000       0.0     0.0  \n",
       "40   0.000000  0.000000  0.666667       0.0     0.0  \n",
       "35   0.000000  0.333333  1.000000       0.0     0.0  \n",
       "94   0.000000  0.000000  1.000000       0.0     0.0  \n",
       "9    0.000000  0.000000  0.230769       0.0     0.0  \n",
       "6    0.000000  0.333333  0.666667       0.0     0.0  \n",
       "102  0.000000  0.000000  1.000000       0.0     0.0  \n",
       "20   0.333333  0.000000  1.000000       0.0     0.0  \n",
       "46   0.000000  0.333333  0.333333       0.0     0.0  \n",
       "37   0.333333  0.000000  1.000000       0.0     0.0  \n",
       "39   0.000000  0.000000  1.000000       0.0     0.0  \n",
       "18   0.000000  0.000000  0.600000       0.0     0.0  \n",
       "87   0.000000  0.000000  0.375000       0.0     0.0  \n",
       "91   0.000000  0.000000  1.000000       0.0     0.0  \n",
       "84   0.000000  0.000000  0.750000       0.0     0.0  \n",
       "10   0.000000  0.000000  0.600000       0.0     0.0  \n",
       "76   0.000000  0.000000  0.666667       0.0     0.0  \n",
       "74   0.000000  0.000000  1.000000       0.0     0.0  \n",
       "51   0.333333  0.333333  0.666667       0.0     0.0  \n",
       "41   0.000000  0.000000  0.666667       0.0     0.0  \n",
       "62   0.333333  0.000000  1.000000       0.0     0.0  \n",
       "8    0.000000  0.000000  0.333333       0.0     0.0  \n",
       "28   0.000000  0.000000  0.666667       0.0     0.0  \n",
       "50   0.000000  0.000000  0.666667       0.0     0.0  \n",
       "43   0.000000  0.000000  0.600000       0.0     0.0  \n",
       "61   0.000000  0.000000  1.000000       0.0     0.0  "
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_string_pairs = daf.string_pair_list(df_feature_base, 'volumes_x')\n",
    "\n",
    "for algorithm in tedi_algorithms :\n",
    "    if algorithm not in ['Gotoh', 'ArithNCD'] :\n",
    "        daf.apply_similarities(df_string_pairs, tedi_algorithms[algorithm], algorithm)\n",
    "\n",
    "df_string_pairs.sample(n=num_of_samples(df_string_pairs))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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