From 2d381f0f18eaf1f3a95d9e5c3de6f4c34ed9a998 Mon Sep 17 00:00:00 2001
From: smayer <simon.mayer@onb.ac.at>
Date: Fri, 25 Oct 2024 16:21:35 +0000
Subject: [PATCH] Update notebooks

---
 Notebooks/Completing_BE_data.ipynb | 497 -----------------------------
 Notebooks/String_matching.ipynb    | 289 ++++++++++++-----
 Notebooks/XML_Aufbereitung.ipynb   | 355 +++++++++++++++------
 3 files changed, 466 insertions(+), 675 deletions(-)

diff --git a/Notebooks/Completing_BE_data.ipynb b/Notebooks/Completing_BE_data.ipynb
index 54daadf..30e35af 100644
--- a/Notebooks/Completing_BE_data.ipynb
+++ b/Notebooks/Completing_BE_data.ipynb
@@ -987,503 +987,6 @@
    "source": [
     "BE_with_Ink_df.to_excel('../Daten/Vorhersagen/WIP_final_BE_4.xlsx')"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 278,
-   "id": "bd73ed76-756a-4a6e-b8f6-183ebfe33ae4",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Signatur</th>\n",
-       "      <th>Barcode</th>\n",
-       "      <th>Titel</th>\n",
-       "      <th>Autor</th>\n",
-       "      <th>Mitwirkender</th>\n",
-       "      <th>Anfang Veröffentlichungsdatum</th>\n",
-       "      <th>Ende Veröffentlichungsdatum</th>\n",
-       "      <th>Veröffentlichungsdatum</th>\n",
-       "      <th>Veröffentlichungsort</th>\n",
-       "      <th>Veröffentlichungsort (normiert)</th>\n",
-       "      <th>...</th>\n",
-       "      <th>Wissensunterklasse</th>\n",
-       "      <th>Formatangabe</th>\n",
-       "      <th>hs. Katalogseite Handschrift</th>\n",
-       "      <th>hs. Katalogeintrag ID</th>\n",
-       "      <th>hs. Katalogeintrag</th>\n",
-       "      <th>hs. Katalog Image URL</th>\n",
-       "      <th>dup_title</th>\n",
-       "      <th>copy_from</th>\n",
-       "      <th>Einfache Klassifizierung</th>\n",
-       "      <th>Komplexe Klassifizierung</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>23376</th>\n",
-       "      <td>*28.A.79.(Vol.1)</td>\n",
-       "      <td>Z222907107</td>\n",
-       "      <td>Histoire des ouvrages des scavans</td>\n",
-       "      <td>Basnage de Beauval, Henri</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1687.0</td>\n",
-       "      <td>1709.0</td>\n",
-       "      <td>1687-1709</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>True</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23383</th>\n",
-       "      <td>*28.A.79.(Vol.10)</td>\n",
-       "      <td>Z222908100</td>\n",
-       "      <td>Histoire des ouvrages des scavans</td>\n",
-       "      <td>Basnage de Beauval, Henri</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1687.0</td>\n",
-       "      <td>1709.0</td>\n",
-       "      <td>1687-1709</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>True</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23384</th>\n",
-       "      <td>*28.A.79.(Vol.12)</td>\n",
-       "      <td>Z222908306</td>\n",
-       "      <td>Histoire des ouvrages des scavans</td>\n",
-       "      <td>Basnage de Beauval, Henri</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1687.0</td>\n",
-       "      <td>1709.0</td>\n",
-       "      <td>1687-1709</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>True</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23385</th>\n",
-       "      <td>*28.A.79.(Vol.13)</td>\n",
-       "      <td>Z222908409</td>\n",
-       "      <td>Histoire des ouvrages des scavans</td>\n",
-       "      <td>Basnage de Beauval, Henri</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1687.0</td>\n",
-       "      <td>1709.0</td>\n",
-       "      <td>1687-1709</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>True</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23386</th>\n",
-       "      <td>*28.A.79.(Vol.14)</td>\n",
-       "      <td>Z222908501</td>\n",
-       "      <td>Histoire des ouvrages des scavans</td>\n",
-       "      <td>Basnage de Beauval, Henri</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1687.0</td>\n",
-       "      <td>1709.0</td>\n",
-       "      <td>1687-1709</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>Rotterdam</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>True</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23636</th>\n",
-       "      <td>Ink 9.F.4</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Opera</td>\n",
-       "      <td>Sallustius Crispus, Gaius</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1481.0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>23 Dec. 1481</td>\n",
-       "      <td>Venice</td>\n",
-       "      <td>Venedig</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Historia Romana Sæculorum aliquot, præsertim Imperatorum temporibus</td>\n",
-       "      <td>Folio</td>\n",
-       "      <td>825</td>\n",
-       "      <td>14.377_437_08</td>\n",
-       "      <td>1447.........Ejusdem Historia Eadem. Venetiis. 1481.¬ Baptista de Torris. n. 2217. LIII. R. 12.</td>\n",
-       "      <td>https://iiif.onb.ac.at/images/DOD/51184/00000437.jp2/full/full/0/native.jpg</td>\n",
-       "      <td>True</td>\n",
-       "      <td>-3.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22640</th>\n",
-       "      <td>Ink 9.F.5</td>\n",
-       "      <td>1460328-10</td>\n",
-       "      <td>Biblia ; Interpretationes Hebraicorum nominum</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>Wild, Leonhard</td>\n",
-       "      <td>1481.0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1481</td>\n",
-       "      <td>Venedig</td>\n",
-       "      <td>Venedig</td>\n",
-       "      <td>...</td>\n",
-       "      <td>Textus &amp; Versiones Sacræ Scripturæ</td>\n",
-       "      <td>Folio</td>\n",
-       "      <td>2</td>\n",
-       "      <td>14.376_026_00</td>\n",
-       "      <td>9. Biblia Sacra Latina. Venetiis. 1481. Leonard Wild de Ratisbonâ n. 2302. III. D. 11.</td>\n",
-       "      <td>https://iiif.onb.ac.at/images/DOD/51202/00000026.jp2/full/full/0/native.jpg</td>\n",
-       "      <td>True</td>\n",
-       "      <td>-3.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22650</th>\n",
-       "      <td>SA.71.E.58</td>\n",
-       "      <td>Z252861302</td>\n",
-       "      <td>Dialogue sur la musique des anciens</td>\n",
-       "      <td>Chateauneuf, Francois abbe de</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1725.0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1725</td>\n",
-       "      <td>Paris</td>\n",
-       "      <td>Paris</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22651</th>\n",
-       "      <td>SA.71.F.74</td>\n",
-       "      <td>Z252867808</td>\n",
-       "      <td>Friderici Adolfi Lampe De Cymbalis Veterum Libri Tres</td>\n",
-       "      <td>Ember, Paul</td>\n",
-       "      <td>Hase, Cornelius &lt;&lt;von&gt;&gt;; Röell, Herman Alexander</td>\n",
-       "      <td>1703.0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1703</td>\n",
-       "      <td>Trajecti Ad Rhenum</td>\n",
-       "      <td>Utrecht</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23439</th>\n",
-       "      <td>SA.73.B.48</td>\n",
-       "      <td>Z25920770X</td>\n",
-       "      <td>Claudii Ptolomaei harmonicorum libri tres. Ex Codd. Mss. Undecim, nunc primum graece editus. Johannes Wallis ... recensuit, ed. (etc.)</td>\n",
-       "      <td>Ptolemaeus, Claudius</td>\n",
-       "      <td>Wallis, Johannes</td>\n",
-       "      <td>1682.0</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>1682</td>\n",
-       "      <td>Oxford</td>\n",
-       "      <td>Oxford</td>\n",
-       "      <td>...</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>NaN</td>\n",
-       "      <td>False</td>\n",
-       "      <td>-1.0</td>\n",
-       "      <td>True</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>22874 rows × 37 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                Signatur     Barcode   \n",
-       "23376   *28.A.79.(Vol.1)  Z222907107  \\\n",
-       "23383  *28.A.79.(Vol.10)  Z222908100   \n",
-       "23384  *28.A.79.(Vol.12)  Z222908306   \n",
-       "23385  *28.A.79.(Vol.13)  Z222908409   \n",
-       "23386  *28.A.79.(Vol.14)  Z222908501   \n",
-       "...                  ...         ...   \n",
-       "23636          Ink 9.F.4         NaN   \n",
-       "22640          Ink 9.F.5  1460328-10   \n",
-       "22650         SA.71.E.58  Z252861302   \n",
-       "22651         SA.71.F.74  Z252867808   \n",
-       "23439         SA.73.B.48  Z25920770X   \n",
-       "\n",
-       "                                                                                                                                        Titel   \n",
-       "23376                                                                                                       Histoire des ouvrages des scavans  \\\n",
-       "23383                                                                                                       Histoire des ouvrages des scavans   \n",
-       "23384                                                                                                       Histoire des ouvrages des scavans   \n",
-       "23385                                                                                                       Histoire des ouvrages des scavans   \n",
-       "23386                                                                                                       Histoire des ouvrages des scavans   \n",
-       "...                                                                                                                                       ...   \n",
-       "23636                                                                                                                                   Opera   \n",
-       "22640                                                                                           Biblia ; Interpretationes Hebraicorum nominum   \n",
-       "22650                                                                                                     Dialogue sur la musique des anciens   \n",
-       "22651                                                                                   Friderici Adolfi Lampe De Cymbalis Veterum Libri Tres   \n",
-       "23439  Claudii Ptolomaei harmonicorum libri tres. Ex Codd. Mss. Undecim, nunc primum graece editus. Johannes Wallis ... recensuit, ed. (etc.)   \n",
-       "\n",
-       "                               Autor   \n",
-       "23376      Basnage de Beauval, Henri  \\\n",
-       "23383      Basnage de Beauval, Henri   \n",
-       "23384      Basnage de Beauval, Henri   \n",
-       "23385      Basnage de Beauval, Henri   \n",
-       "23386      Basnage de Beauval, Henri   \n",
-       "...                              ...   \n",
-       "23636      Sallustius Crispus, Gaius   \n",
-       "22640                            NaN   \n",
-       "22650  Chateauneuf, Francois abbe de   \n",
-       "22651                    Ember, Paul   \n",
-       "23439           Ptolemaeus, Claudius   \n",
-       "\n",
-       "                                           Mitwirkender   \n",
-       "23376                                               NaN  \\\n",
-       "23383                                               NaN   \n",
-       "23384                                               NaN   \n",
-       "23385                                               NaN   \n",
-       "23386                                               NaN   \n",
-       "...                                                 ...   \n",
-       "23636                                               NaN   \n",
-       "22640                                    Wild, Leonhard   \n",
-       "22650                                               NaN   \n",
-       "22651  Hase, Cornelius <<von>>; Röell, Herman Alexander   \n",
-       "23439                                  Wallis, Johannes   \n",
-       "\n",
-       "      Anfang Veröffentlichungsdatum Ende Veröffentlichungsdatum   \n",
-       "23376                        1687.0                      1709.0  \\\n",
-       "23383                        1687.0                      1709.0   \n",
-       "23384                        1687.0                      1709.0   \n",
-       "23385                        1687.0                      1709.0   \n",
-       "23386                        1687.0                      1709.0   \n",
-       "...                             ...                         ...   \n",
-       "23636                        1481.0                         NaN   \n",
-       "22640                        1481.0                         NaN   \n",
-       "22650                        1725.0                         NaN   \n",
-       "22651                        1703.0                         NaN   \n",
-       "23439                        1682.0                         NaN   \n",
-       "\n",
-       "      Veröffentlichungsdatum Veröffentlichungsort   \n",
-       "23376              1687-1709            Rotterdam  \\\n",
-       "23383              1687-1709            Rotterdam   \n",
-       "23384              1687-1709            Rotterdam   \n",
-       "23385              1687-1709            Rotterdam   \n",
-       "23386              1687-1709            Rotterdam   \n",
-       "...                      ...                  ...   \n",
-       "23636           23 Dec. 1481               Venice   \n",
-       "22640                   1481              Venedig   \n",
-       "22650                   1725                Paris   \n",
-       "22651                   1703   Trajecti Ad Rhenum   \n",
-       "23439                   1682               Oxford   \n",
-       "\n",
-       "      Veröffentlichungsort (normiert)  ...   \n",
-       "23376                       Rotterdam  ...  \\\n",
-       "23383                       Rotterdam  ...   \n",
-       "23384                       Rotterdam  ...   \n",
-       "23385                       Rotterdam  ...   \n",
-       "23386                       Rotterdam  ...   \n",
-       "...                               ...  ...   \n",
-       "23636                         Venedig  ...   \n",
-       "22640                         Venedig  ...   \n",
-       "22650                           Paris  ...   \n",
-       "22651                         Utrecht  ...   \n",
-       "23439                          Oxford  ...   \n",
-       "\n",
-       "                                                        Wissensunterklasse   \n",
-       "23376                                                                  NaN  \\\n",
-       "23383                                                                  NaN   \n",
-       "23384                                                                  NaN   \n",
-       "23385                                                                  NaN   \n",
-       "23386                                                                  NaN   \n",
-       "...                                                                    ...   \n",
-       "23636  Historia Romana Sæculorum aliquot, præsertim Imperatorum temporibus   \n",
-       "22640                                   Textus & Versiones Sacræ Scripturæ   \n",
-       "22650                                                                  NaN   \n",
-       "22651                                                                  NaN   \n",
-       "23439                                                                  NaN   \n",
-       "\n",
-       "      Formatangabe hs. Katalogseite Handschrift  hs. Katalogeintrag ID   \n",
-       "23376          NaN                          NaN                    NaN  \\\n",
-       "23383          NaN                          NaN                    NaN   \n",
-       "23384          NaN                          NaN                    NaN   \n",
-       "23385          NaN                          NaN                    NaN   \n",
-       "23386          NaN                          NaN                    NaN   \n",
-       "...            ...                          ...                    ...   \n",
-       "23636        Folio                          825          14.377_437_08   \n",
-       "22640        Folio                            2          14.376_026_00   \n",
-       "22650          NaN                          NaN                    NaN   \n",
-       "22651          NaN                          NaN                    NaN   \n",
-       "23439          NaN                          NaN                    NaN   \n",
-       "\n",
-       "                                                                                    hs. Katalogeintrag   \n",
-       "23376                                                                                              NaN  \\\n",
-       "23383                                                                                              NaN   \n",
-       "23384                                                                                              NaN   \n",
-       "23385                                                                                              NaN   \n",
-       "23386                                                                                              NaN   \n",
-       "...                                                                                                ...   \n",
-       "23636  1447.........Ejusdem Historia Eadem. Venetiis. 1481.¬ Baptista de Torris. n. 2217. LIII. R. 12.   \n",
-       "22640           9. Biblia Sacra Latina. Venetiis. 1481. Leonard Wild de Ratisbonâ n. 2302. III. D. 11.   \n",
-       "22650                                                                                              NaN   \n",
-       "22651                                                                                              NaN   \n",
-       "23439                                                                                              NaN   \n",
-       "\n",
-       "                                                             hs. Katalog Image URL   \n",
-       "23376                                                                          NaN  \\\n",
-       "23383                                                                          NaN   \n",
-       "23384                                                                          NaN   \n",
-       "23385                                                                          NaN   \n",
-       "23386                                                                          NaN   \n",
-       "...                                                                            ...   \n",
-       "23636  https://iiif.onb.ac.at/images/DOD/51184/00000437.jp2/full/full/0/native.jpg   \n",
-       "22640  https://iiif.onb.ac.at/images/DOD/51202/00000026.jp2/full/full/0/native.jpg   \n",
-       "22650                                                                          NaN   \n",
-       "22651                                                                          NaN   \n",
-       "23439                                                                          NaN   \n",
-       "\n",
-       "       dup_title copy_from  Einfache Klassifizierung  Komplexe Klassifizierung  \n",
-       "23376       True      -1.0                      True                         2  \n",
-       "23383       True      -1.0                      True                         2  \n",
-       "23384       True      -1.0                      True                         2  \n",
-       "23385       True      -1.0                      True                         2  \n",
-       "23386       True      -1.0                      True                         2  \n",
-       "...          ...       ...                       ...                       ...  \n",
-       "23636       True      -3.0                      True                         2  \n",
-       "22640       True      -3.0                      True                         2  \n",
-       "22650      False      -1.0                      True                         2  \n",
-       "22651      False      -1.0                      True                         2  \n",
-       "23439      False      -1.0                      True                         2  \n",
-       "\n",
-       "[22874 rows x 37 columns]"
-      ]
-     },
-     "execution_count": 278,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "BE_with_Ink_df"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "51e2acf9-1a2b-4503-8423-c091a5244d9b",
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/Notebooks/String_matching.ipynb b/Notebooks/String_matching.ipynb
index 90e4af2..00198ed 100644
--- a/Notebooks/String_matching.ipynb
+++ b/Notebooks/String_matching.ipynb
@@ -115,7 +115,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 150,
    "id": "c0f4a42a-7e21-41e8-833c-2dd2f9d1985e",
    "metadata": {
     "tags": []
@@ -125,7 +125,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "2\n"
+      "9\n"
      ]
     },
     {
@@ -162,56 +162,175 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>8398</th>\n",
+       "      <th>3144</th>\n",
+       "      <td>14.377</td>\n",
+       "      <td>65</td>\n",
+       "      <td>Poëtica</td>\n",
+       "      <td>Poëtæ Latini Recentiores, cum Germanicis</td>\n",
+       "      <td>Octavo und kleiner</td>\n",
+       "      <td>473</td>\n",
+       "      <td>14.377_065_01</td>\n",
+       "      <td>Pontani (I. Ioviani) Poëmata. 8.° Venet. 1505. Aldus. n. 755.</td>\n",
+       "      <td>Pontani I Ioviani Poemata 8° Venet 1505 Aldus n 755</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4347</th>\n",
+       "      <td>14.377</td>\n",
+       "      <td>185</td>\n",
+       "      <td>Philologia</td>\n",
+       "      <td>Operum Latinorum varij Argumenti Collectiones</td>\n",
+       "      <td>Folio</td>\n",
+       "      <td>581</td>\n",
+       "      <td>14.377_185_06</td>\n",
+       "      <td>1021 Pontani (I. Ioviani) opera varij Argumenti; Ven. 1501. Bernardinus Vercellensis. n. 2216.</td>\n",
+       "      <td>Pontani I Ioviani opera varij Argumenti Ven 1501 Bernardinus Vercellensis n 2216</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5892</th>\n",
+       "      <td>14.377</td>\n",
+       "      <td>455</td>\n",
+       "      <td>Historia Antiqua</td>\n",
+       "      <td>Historia Imperii Orientalis, Seu Bysantina</td>\n",
+       "      <td>Folio</td>\n",
+       "      <td>843</td>\n",
+       "      <td>14.377_455_01</td>\n",
+       "      <td>1472 Cantacuzeni Ex-Imperatoris (Ioan.) Historiarum Libri IV. græcè ac latinè, Iacobo Pontano interpréte cum ipsius &amp; Ioan. Gretseri notis. 3 Vol. Parisiis. 1645. è Typograph. Regiâ. n. 1421.</td>\n",
+       "      <td>Cantacuzeni Ex-Imperatoris Ioan Historiarum Libri IV graece ac latine Iacobo Pontano interprete cum ipsius &amp; Ioan Gretseri notis 3 Vol Parisiis 1645 e Typograph Regia n 1421</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5895</th>\n",
+       "      <td>14.377</td>\n",
+       "      <td>455</td>\n",
+       "      <td>Historia Antiqua</td>\n",
+       "      <td>Historia Imperii Orientalis, Seu Bysantina</td>\n",
+       "      <td>Folio</td>\n",
+       "      <td>843</td>\n",
+       "      <td>14.377_455_04</td>\n",
+       "      <td>1475 Theophilacti Simocattæ Historiarum Libri VIII. gr. &amp; Latinè Iac. Pontano interprete, cum Fabrotti emendationibus ac Augmento. Paris. 1647. è Typograph. Reg. accedit S. Nycephori Patriarchæ Constantinop. Breviarium¬ historicum græcè ac latine Dionys. Petavio interprete cum notis. Paris. 1648. è Typograph. Regiâ. n. 1424.</td>\n",
+       "      <td>Theophilacti Simocattae Historiarum Libri VIII gr &amp; Latine Iac Pontano interprete cum Fabrotti emendationibus ac Augmento Paris 1647 e Typograph Reg accedit S Nycephori Patriarchae Constantinop Breviarium historicum graece ac latine Dionys Petavio interprete cum notis Paris 1648 e Typograph Regia n 1424</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6019</th>\n",
        "      <td>14.378</td>\n",
-       "      <td>438</td>\n",
-       "      <td>Paralipomena Historica</td>\n",
-       "      <td>De Re Litterariâ &amp; Bibliographicâ, cum Catalogis Bibliothecarum</td>\n",
+       "      <td>30</td>\n",
+       "      <td>Historia Nova Europæ</td>\n",
+       "      <td>Canonum collectores &amp; Canonistæ; Epistolæ decretales &amp; Bullæ; necnon de Hierarchiâ &amp; Rebus Ecclesiasticis</td>\n",
        "      <td>Quarto</td>\n",
-       "      <td>1270</td>\n",
-       "      <td>14.378_438_00</td>\n",
-       "      <td>Le Iournal des Savans commencé en 1665 par M.r de Hédouville, &amp; continué d'année en année jusques &amp; compris 172 par des Anonymes. 64 Vol. Paris. 1665. &amp; années Suivantes. n. 2144 Plus les deux derniers vol. del A. 1733, et 1734 n. 2144.</td>\n",
-       "      <td>Le Iournal des Savans commence en 1665 par Mr de Hedouville &amp; continue d'annee en annee jusques &amp; compris 172 par des Anonymes 64 Vol Paris 1665 &amp; annees Suivantes n 2144 Plus les deux derniers vol del A 1733 et 1734 n 2144</td>\n",
+       "      <td>870</td>\n",
+       "      <td>14.378_030_03</td>\n",
+       "      <td>Discorso di Fabio Pontano Sopra l'Antichità di Foligno. in Perugia. 1618. Mario Naccarini. n. 493.</td>\n",
+       "      <td>Discorso di Fabio Pontano Sopra l'Antichita di Foligno in Perugia 1618 Mario Naccarini n 493</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>8446</th>\n",
+       "      <th>6089</th>\n",
        "      <td>14.378</td>\n",
-       "      <td>444</td>\n",
-       "      <td>Paralipomena Historica</td>\n",
-       "      <td>De Re Litterariâ &amp; Bibliographicâ, cum Catalogis Bibliothecarum</td>\n",
+       "      <td>43</td>\n",
+       "      <td>Historia Nova Europæ</td>\n",
+       "      <td>Historia Neapolitana generalis &amp; Singularis Historia Sicula generalis &amp; Singularis</td>\n",
        "      <td>Octavo und kleiner</td>\n",
-       "      <td>1276</td>\n",
-       "      <td>14.378_444_00</td>\n",
-       "      <td>Iournal Litteraire composé par un nombre de Savans 12.° 6 Vol. La Haye. 1713. &amp; Suiv. Iohnson. n. 2252.</td>\n",
-       "      <td>Iournal Litteraire compose par un nombre de Savans 12° 6 Vol La Haye 1713 &amp; Suiv Iohnson n 2252</td>\n",
+       "      <td>883</td>\n",
+       "      <td>14.378_043_00</td>\n",
+       "      <td>Historia Neapolitana, autoribus Pandulpho Collenutio &amp; Ioanne Ioviano Pontano. Dordrechti. 1618. Berestout. n. 116.</td>\n",
+       "      <td>Historia Neapolitana autoribus Pandulpho Collenutio &amp; Ioanne Ioviano Pontano Dordrechti 1618 Berestout n 116</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6990</th>\n",
+       "      <td>14.378</td>\n",
+       "      <td>190</td>\n",
+       "      <td>Historia Nova Europæ</td>\n",
+       "      <td>Historia generalis &amp; Singularis Belgij Foederati</td>\n",
+       "      <td>Folio</td>\n",
+       "      <td>1028</td>\n",
+       "      <td>14.378_190_01</td>\n",
+       "      <td>2000 Pontani (Ioan. Isaaci) Historiæ Gelricæ Libri XIV. ab anno ante Christum 57. ad Annum Chr. 1581. cum figuris. Hardervici Gelrorum. 1639. Iansson n. 1740.</td>\n",
+       "      <td>Pontani Ioan Isaaci Historiae Gelricae Libri XIV ab anno ante Christum 57 ad Annum Chr 1581 cum figuris Hardervici Gelrorum 1639 Iansson n 1740</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7124</th>\n",
+       "      <td>14.378</td>\n",
+       "      <td>214</td>\n",
+       "      <td>Historia Nova Europæ</td>\n",
+       "      <td>Historia Hispanica generalis &amp; aliquot temporum; Vitæ Regum; aliaque</td>\n",
+       "      <td>Quarto</td>\n",
+       "      <td>1052</td>\n",
+       "      <td>14.378_214_05</td>\n",
+       "      <td>Bracelli (Jac.) de Bello Hispanico Libri V. quibus accedunt I. Ioviani Pontani de Bello Neapolitano Libri VI. Haganoæ. 1530. I. Secerius n. 785.</td>\n",
+       "      <td>Bracelli Jac de Bello Hispanico Libri V quibus accedunt I Ioviani Pontani de Bello Neapolitano Libri VI Haganoae 1530 I Secerius n 785</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7332</th>\n",
+       "      <td>14.378</td>\n",
+       "      <td>257</td>\n",
+       "      <td>Historia Nova Europæ</td>\n",
+       "      <td>Regionum Septentrionalium nempe Daniæ, Norwegiæ, Lapponiæ, Islandiæ, Sueciæ, ac Livoniæ Historia</td>\n",
+       "      <td>Folio</td>\n",
+       "      <td>1095</td>\n",
+       "      <td>14.378_257_06</td>\n",
+       "      <td>2125 Pontani (Isaaci) Rerum Danicarum Historia ab anno ante Christum III. ad Ann. Chr. 1448. cum Regni Chorographiâ. Hardervici Gelror. 1631. Nic. a Wiering. n. 1929.</td>\n",
+       "      <td>Pontani Isaaci Rerum Danicarum Historia ab anno ante Christum III ad Ann Chr 1448 cum Regni Chorographia Hardervici Gelror 1631 Nic a Wiering n 1929</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "      volume  page number                category   \n",
-       "8398  14.378          438  Paralipomena Historica  \\\n",
-       "8446  14.378          444  Paralipomena Historica   \n",
+       "      volume  page number              category   \n",
+       "3144  14.377           65               Poëtica  \\\n",
+       "4347  14.377          185            Philologia   \n",
+       "5892  14.377          455      Historia Antiqua   \n",
+       "5895  14.377          455      Historia Antiqua   \n",
+       "6019  14.378           30  Historia Nova Europæ   \n",
+       "6089  14.378           43  Historia Nova Europæ   \n",
+       "6990  14.378          190  Historia Nova Europæ   \n",
+       "7124  14.378          214  Historia Nova Europæ   \n",
+       "7332  14.378          257  Historia Nova Europæ   \n",
        "\n",
-       "                                                          subcategory   \n",
-       "8398  De Re Litterariâ & Bibliographicâ, cum Catalogis Bibliothecarum  \\\n",
-       "8446  De Re Litterariâ & Bibliographicâ, cum Catalogis Bibliothecarum   \n",
+       "                                                                                                    subcategory   \n",
+       "3144                                                                   Poëtæ Latini Recentiores, cum Germanicis  \\\n",
+       "4347                                                              Operum Latinorum varij Argumenti Collectiones   \n",
+       "5892                                                                 Historia Imperii Orientalis, Seu Bysantina   \n",
+       "5895                                                                 Historia Imperii Orientalis, Seu Bysantina   \n",
+       "6019  Canonum collectores & Canonistæ; Epistolæ decretales & Bullæ; necnon de Hierarchiâ & Rebus Ecclesiasticis   \n",
+       "6089                         Historia Neapolitana generalis & Singularis Historia Sicula generalis & Singularis   \n",
+       "6990                                                           Historia generalis & Singularis Belgij Foederati   \n",
+       "7124                                       Historia Hispanica generalis & aliquot temporum; Vitæ Regum; aliaque   \n",
+       "7332           Regionum Septentrionalium nempe Daniæ, Norwegiæ, Lapponiæ, Islandiæ, Sueciæ, ac Livoniæ Historia   \n",
        "\n",
        "                  format handwritten page number       entry_ID   \n",
-       "8398              Quarto                    1270  14.378_438_00  \\\n",
-       "8446  Octavo und kleiner                    1276  14.378_444_00   \n",
+       "3144  Octavo und kleiner                     473  14.377_065_01  \\\n",
+       "4347               Folio                     581  14.377_185_06   \n",
+       "5892               Folio                     843  14.377_455_01   \n",
+       "5895               Folio                     843  14.377_455_04   \n",
+       "6019              Quarto                     870  14.378_030_03   \n",
+       "6089  Octavo und kleiner                     883  14.378_043_00   \n",
+       "6990               Folio                    1028  14.378_190_01   \n",
+       "7124              Quarto                    1052  14.378_214_05   \n",
+       "7332               Folio                    1095  14.378_257_06   \n",
        "\n",
-       "                                                                                                                                                                                                                                             entry   \n",
-       "8398  Le Iournal des Savans commencé en 1665 par M.r de Hédouville, & continué d'année en année jusques & compris 172 par des Anonymes. 64 Vol. Paris. 1665. & années Suivantes. n. 2144 Plus les deux derniers vol. del A. 1733, et 1734 n. 2144.  \\\n",
-       "8446                                                                                                                                       Iournal Litteraire composé par un nombre de Savans 12.° 6 Vol. La Haye. 1713. & Suiv. Iohnson. n. 2252.   \n",
+       "                                                                                                                                                                                                                                                                                                                                       entry   \n",
+       "3144                                                                                                                                                                                                                                                                           Pontani (I. Ioviani) Poëmata. 8.° Venet. 1505. Aldus. n. 755.  \\\n",
+       "4347                                                                                                                                                                                                                                          1021 Pontani (I. Ioviani) opera varij Argumenti; Ven. 1501. Bernardinus Vercellensis. n. 2216.   \n",
+       "5892                                                                                                                                         1472 Cantacuzeni Ex-Imperatoris (Ioan.) Historiarum Libri IV. græcè ac latinè, Iacobo Pontano interpréte cum ipsius & Ioan. Gretseri notis. 3 Vol. Parisiis. 1645. è Typograph. Regiâ. n. 1421.   \n",
+       "5895  1475 Theophilacti Simocattæ Historiarum Libri VIII. gr. & Latinè Iac. Pontano interprete, cum Fabrotti emendationibus ac Augmento. Paris. 1647. è Typograph. Reg. accedit S. Nycephori Patriarchæ Constantinop. Breviarium¬ historicum græcè ac latine Dionys. Petavio interprete cum notis. Paris. 1648. è Typograph. Regiâ. n. 1424.   \n",
+       "6019                                                                                                                                                                                                                                      Discorso di Fabio Pontano Sopra l'Antichità di Foligno. in Perugia. 1618. Mario Naccarini. n. 493.   \n",
+       "6089                                                                                                                                                                                                                     Historia Neapolitana, autoribus Pandulpho Collenutio & Ioanne Ioviano Pontano. Dordrechti. 1618. Berestout. n. 116.   \n",
+       "6990                                                                                                                                                                          2000 Pontani (Ioan. Isaaci) Historiæ Gelricæ Libri XIV. ab anno ante Christum 57. ad Annum Chr. 1581. cum figuris. Hardervici Gelrorum. 1639. Iansson n. 1740.   \n",
+       "7124                                                                                                                                                                                        Bracelli (Jac.) de Bello Hispanico Libri V. quibus accedunt I. Ioviani Pontani de Bello Neapolitano Libri VI. Haganoæ. 1530. I. Secerius n. 785.   \n",
+       "7332                                                                                                                                                                  2125 Pontani (Isaaci) Rerum Danicarum Historia ab anno ante Christum III. ad Ann. Chr. 1448. cum Regni Chorographiâ. Hardervici Gelror. 1631. Nic. a Wiering. n. 1929.   \n",
        "\n",
-       "                                                                                                                                                                                                                        cleaned entry  \n",
-       "8398  Le Iournal des Savans commence en 1665 par Mr de Hedouville & continue d'annee en annee jusques & compris 172 par des Anonymes 64 Vol Paris 1665 & annees Suivantes n 2144 Plus les deux derniers vol del A 1733 et 1734 n 2144  \n",
-       "8446                                                                                                                                  Iournal Litteraire compose par un nombre de Savans 12° 6 Vol La Haye 1713 & Suiv Iohnson n 2252  "
+       "                                                                                                                                                                                                                                                                                                         cleaned entry  \n",
+       "3144                                                                                                                                                                                                                                                               Pontani I Ioviani Poemata 8° Venet 1505 Aldus n 755  \n",
+       "4347                                                                                                                                                                                                                                  Pontani I Ioviani opera varij Argumenti Ven 1501 Bernardinus Vercellensis n 2216  \n",
+       "5892                                                                                                                                     Cantacuzeni Ex-Imperatoris Ioan Historiarum Libri IV graece ac latine Iacobo Pontano interprete cum ipsius & Ioan Gretseri notis 3 Vol Parisiis 1645 e Typograph Regia n 1421  \n",
+       "5895  Theophilacti Simocattae Historiarum Libri VIII gr & Latine Iac Pontano interprete cum Fabrotti emendationibus ac Augmento Paris 1647 e Typograph Reg accedit S Nycephori Patriarchae Constantinop Breviarium historicum graece ac latine Dionys Petavio interprete cum notis Paris 1648 e Typograph Regia n 1424  \n",
+       "6019                                                                                                                                                                                                                      Discorso di Fabio Pontano Sopra l'Antichita di Foligno in Perugia 1618 Mario Naccarini n 493  \n",
+       "6089                                                                                                                                                                                                      Historia Neapolitana autoribus Pandulpho Collenutio & Ioanne Ioviano Pontano Dordrechti 1618 Berestout n 116  \n",
+       "6990                                                                                                                                                                   Pontani Ioan Isaaci Historiae Gelricae Libri XIV ab anno ante Christum 57 ad Annum Chr 1581 cum figuris Hardervici Gelrorum 1639 Iansson n 1740  \n",
+       "7124                                                                                                                                                                            Bracelli Jac de Bello Hispanico Libri V quibus accedunt I Ioviani Pontani de Bello Neapolitano Libri VI Haganoae 1530 I Secerius n 785  \n",
+       "7332                                                                                                                                                              Pontani Isaaci Rerum Danicarum Historia ab anno ante Christum III ad Ann Chr 1448 cum Regni Chorographia Hardervici Gelror 1631 Nic a Wiering n 1929  "
       ]
      },
-     "execution_count": 15,
+     "execution_count": 150,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -220,7 +339,7 @@
     "def search_in_entry(df, string):\n",
     "    return df[df['cleaned entry'].str.contains(string)]\n",
     "\n",
-    "info = search_in_entry(search_in_entry(entry_df, 'Savans'), 'Iournal')\n",
+    "info = search_in_entry(search_in_entry(entry_df, 'Pontan'), '')\n",
     "print(len(info))\n",
     "info"
    ]
@@ -310,7 +429,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 141,
    "id": "c4394718-cfd3-459e-8923-3ef255a41012",
    "metadata": {
     "tags": []
@@ -319,30 +438,30 @@
     {
      "data": {
       "text/plain": [
-       "volume                                                                                                                                     14.377\n",
-       "page number                                                                                                                                    28\n",
-       "category                                                                                                                                  Poëtica\n",
-       "subcategory                                                                                                                           Poëtæ Græci\n",
-       "format                                                                                                                         Octavo und kleiner\n",
-       "handwritten page number                                                                                                                       436\n",
-       "entry_ID                                                                                                                            14.377_028_02\n",
-       "entry                      ..........Le Plutus & Les Nuéces du même trad. du grec par Mad.elle Anne le Fevre. 12.° Paris. 1684. Thierry. n. 1062.\n",
-       "cleaned entry                                 Le Plutus & Les Nueces du meme trad du grec par Madelle Anne le Fevre 12° Paris 1684 Thierry n 1062\n",
-       "Name: 2857, dtype: object"
+       "volume                                                                                                                                       14.378\n",
+       "page number                                                                                                                                     239\n",
+       "category                                                                                                                       Historia Nova Europæ\n",
+       "subcategory                                                                             Angliæ, Scotiæ, ac Hiberniæ Historia generalis & Singularis\n",
+       "format                                                                                                                                        Folio\n",
+       "handwritten page number                                                                                                                        1077\n",
+       "entry_ID                                                                                                                              14.378_239_06\n",
+       "entry                      2107 Boethij (Hectoris) Scotorum Historiæ a Gentis Orig. cum Ioan. Ferrerij continuatione. Paris. 1557. du Puys. n. 1917\n",
+       "cleaned entry                           Boethij Hectoris Scotorum Historiae a Gentis Orig cum Ioan Ferrerij continuatione Paris 1557 du Puys n 1917\n",
+       "Name: 7242, dtype: object"
       ]
      },
-     "execution_count": 24,
+     "execution_count": 141,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "entry_df.loc[2857]"
+    "entry_df.loc[7242]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 89,
    "id": "20facf5d-d609-498e-9907-7ebdffc09e15",
    "metadata": {
     "tags": []
@@ -352,55 +471,55 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "BE.5.V.45\n",
-      "+Z175390902\n",
-      "Principes de philosophie ou preuves naturelles de l'existence de Dieu et de l'immortalite de l'ame\n",
-      "Genest, Charles-Claude\n",
-      "Paris\n",
-      "1716\n",
-      "B\n"
+      "BE.1.A.10\n",
+      "B1214205\n",
+      "Antiquites du Bosphore Cimmerien conservees au Musee Imperial de l'Ermitage = Drevnosti Bosfora Kimmerijskago\n",
+      "nan\n",
+      "St. Petersburg\n",
+      "nan\n",
+      "nan\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "Signatur                                                                                                                                                                                                                                                                                               BE.5.V.45\n",
-       "Barcode                                                                                                                                                                                                                                                                                              +Z175390902\n",
-       "Titel                                                                                                                                                                                                         Principes de philosophie ou preuves naturelles de l'existence de Dieu et de l'immortalite de l'ame\n",
-       "Autor                                                                                                                                                                                                                                                                                     Genest, Charles-Claude\n",
-       "Mitwirkender                                                                                                                                                                                                                                                                                                 NaN\n",
-       "Anfang Veröffentlichungsdatum                                                                                                                                                                                                                                                                             1716.0\n",
-       "Ende Veröffentlichungsdatum                                                                                                                                                                                                                                                                                  NaN\n",
-       "Veröffentlichungsdatum                                                                                                                                                                                                                                                                                      1716\n",
-       "Veröffentlichungsort                                                                                                                                                                                                                                                                                       Paris\n",
-       "Veröffentlichungsort (normiert)                                                                                                                                                                                                                                                                              NaN\n",
-       "Sprache                                                                                                                                                                                                                                                                                                   French\n",
-       "Schlagwörter                                                                                                                                                                                                      Gedicht; Gottesbeweis; Seele; Unsterblichkeit; Belletristische Darstellung; Lyrik; Französisch\n",
-       "Schlagwörter (mit GND)             Gottesbeweis$Ds--(DE-588)4021668-8;Belletristische Darstellung$Af;AT-OBV--ONB-AK;Seele$Ds--(DE-588)4054146-0;Unsterblichkeit$Ds--(DE-588)4061874-2;Belletristische Darstellung$Af;AT-OBV--ONB-AK;Lyrik$Ds--(DE-588)4036774-5;Französisch$Ds--(DE-588)4113615-9;AT-OBV--ONB-AK\n",
-       "Vorbesitzer                                                                                                                                                                                                                                                                                                  NaN\n",
-       "Typ                                                                                                                                                                                                                                                                                             Gedicht--bellobv\n",
-       "Bemerkungen                                                                                                                                                                                                                                                                                                  NaN\n",
-       "Gültiger Barcode                                                                                                                                                                                                                                                                                      Z175390902\n",
-       "Dateiname                                                                                                                                                                                                                                                                                Z175390902_00000001.jpg\n",
-       "Wappenklassifizierung                                                                                                                                                                                                                                                                                          B\n",
-       "p_A                                                                                                                                                                                                                                                                                                     0.000108\n",
-       "p_B                                                                                                                                                                                                                                                                                                      0.99959\n",
-       "p_C                                                                                                                                                                                                                                                                                                     0.000184\n",
-       "p_N                                                                                                                                                                                                                                                                                                     0.000118\n",
-       "Farbklassifizierung                                                                                                                                                                                                                                                                                          red\n",
-       "p_blue                                                                                                                                                                                                                                                                                                  0.000051\n",
-       "p_red                                                                                                                                                                                                                                                                                                   0.999859\n",
-       "p_yellow                                                                                                                                                                                                                                                                                                 0.00009\n",
-       "Name: 14220, dtype: object"
+       "Signatur                                                                                                                                                                                                                                                                                                                                                                              BE.1.A.10\n",
+       "Barcode                                                                                                                                                                                                                                                                                                                                                                                B1214205\n",
+       "Titel                                                                                                                                                                                                                                                                             Antiquites du Bosphore Cimmerien conservees au Musee Imperial de l'Ermitage = Drevnosti Bosfora Kimmerijskago\n",
+       "Autor                                                                                                                                                                                                                                                                                                                                                                                       NaN\n",
+       "Mitwirkender                                                                                                                                                                                                                                                                                                                                                            Gosudarstvennyj Ėrmitaž\n",
+       "Anfang Veröffentlichungsdatum                                                                                                                                                                                                                                                                                                                                                               NaN\n",
+       "Ende Veröffentlichungsdatum                                                                                                                                                                                                                                                                                                                                                                 NaN\n",
+       "Veröffentlichungsdatum                                                                                                                                                                                                                                                                                                                                                                      NaN\n",
+       "Veröffentlichungsort                                                                                                                                                                                                                                                                                                                                                             St. Petersburg\n",
+       "Veröffentlichungsort (normiert)                                                                                                                                                                                                                                                                                                                                                             NaN\n",
+       "Sprache                                                                                                                                                                                                                                                                                                                                                                                 unknown\n",
+       "Schlagwörter                                                                                                                                                                                                                                                                                                                Sankt Petersburg; Museum; Eremitage; Straße von Kertsch; Antiquität\n",
+       "Schlagwörter (mit GND)             Antiquität$Ds--(DE-588)4002325-4;Straße von Kertsch$Dg--(DE-588)4497588-0;Sankt Petersburg$Dg--(DE-588)4267026-3;Eremitage$Ds--(DE-588)4354208-6;AT-OBV--ONB-AK;Sankt Petersburg$Dg--(DE-588)4267026-3;Museum$Ds--(DE-588)4040795-0;Eremitage$Ds--(DE-588)4354208-6;Straße von Kertsch$Dg--(DE-588)4497588-0;Antiquität$Ds--(DE-588)4002325-4;AT-OBV--ONB-AK\n",
+       "Vorbesitzer                                                                                                                                                                                                                                                                                                                                                                                 NaN\n",
+       "Typ                                                                                                                                                                                                                                                                                                                                                                                         NaN\n",
+       "Bemerkungen                                                                                                                                                                                                                                                                                                                                                                                 NaN\n",
+       "Gültiger Barcode                                                                                                                                                                                                                                                                                                                                                                            NaN\n",
+       "Dateiname                                                                                                                                                                                                                                                                                                                                                                                   NaN\n",
+       "Wappenklassifizierung                                                                                                                                                                                                                                                                                                                                                                       NaN\n",
+       "p_A                                                                                                                                                                                                                                                                                                                                                                                         NaN\n",
+       "p_B                                                                                                                                                                                                                                                                                                                                                                                         NaN\n",
+       "p_C                                                                                                                                                                                                                                                                                                                                                                                         NaN\n",
+       "p_N                                                                                                                                                                                                                                                                                                                                                                                         NaN\n",
+       "Farbklassifizierung                                                                                                                                                                                                                                                                                                                                                                         NaN\n",
+       "p_blue                                                                                                                                                                                                                                                                                                                                                                                      NaN\n",
+       "p_red                                                                                                                                                                                                                                                                                                                                                                                       NaN\n",
+       "p_yellow                                                                                                                                                                                                                                                                                                                                                                                    NaN\n",
+       "Name: 2, dtype: object"
       ]
      },
-     "execution_count": 25,
+     "execution_count": 89,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "BE_entry = BE_df.loc[14220]\n",
+    "BE_entry = BE_df.loc[2]\n",
     "print(BE_entry['Signatur'])\n",
     "print(BE_entry['Barcode'])\n",
     "print(BE_entry['Titel'])\n",
diff --git a/Notebooks/XML_Aufbereitung.ipynb b/Notebooks/XML_Aufbereitung.ipynb
index eb317fa..d3a2c7e 100644
--- a/Notebooks/XML_Aufbereitung.ipynb
+++ b/Notebooks/XML_Aufbereitung.ipynb
@@ -2292,14 +2292,147 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 230,
+   "execution_count": 269,
+   "id": "d73467a8-a7d2-44ad-8537-b281beaea2fa",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>AC Nummer</th>\n",
+       "      <th>hs. Katalogeintrag ID</th>\n",
+       "      <th>hs. Katalog Konfidenz</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>23376</th>\n",
+       "      <td>AC09684749</td>\n",
+       "      <td>14.378_443_03</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23383</th>\n",
+       "      <td>AC09684749</td>\n",
+       "      <td>14.378_443_03</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23384</th>\n",
+       "      <td>AC09684749</td>\n",
+       "      <td>14.378_443_03</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23385</th>\n",
+       "      <td>AC09684749</td>\n",
+       "      <td>14.378_443_03</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23386</th>\n",
+       "      <td>AC09684749</td>\n",
+       "      <td>14.378_443_03</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22693</th>\n",
+       "      <td>AC10057410</td>\n",
+       "      <td>14.376_423_10</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23282</th>\n",
+       "      <td>AC10097073</td>\n",
+       "      <td>14.377_059_01</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22650</th>\n",
+       "      <td>AC09771765</td>\n",
+       "      <td>14.376_341_05</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22651</th>\n",
+       "      <td>AC09836828</td>\n",
+       "      <td>14.378_367_03</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23439</th>\n",
+       "      <td>AC10221894</td>\n",
+       "      <td>14.376_340_01</td>\n",
+       "      <td>sicher</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>801 rows × 3 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "        AC Nummer hs. Katalogeintrag ID hs. Katalog Konfidenz\n",
+       "23376  AC09684749         14.378_443_03                sicher\n",
+       "23383  AC09684749         14.378_443_03                sicher\n",
+       "23384  AC09684749         14.378_443_03                sicher\n",
+       "23385  AC09684749         14.378_443_03                sicher\n",
+       "23386  AC09684749         14.378_443_03                sicher\n",
+       "...           ...                   ...                   ...\n",
+       "22693  AC10057410         14.376_423_10                sicher\n",
+       "23282  AC10097073         14.377_059_01                sicher\n",
+       "22650  AC09771765         14.376_341_05                sicher\n",
+       "22651  AC09836828         14.378_367_03                sicher\n",
+       "23439  AC10221894         14.376_340_01                sicher\n",
+       "\n",
+       "[801 rows x 3 columns]"
+      ]
+     },
+     "execution_count": 269,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "matches_sig"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
    "id": "3f61076e-8384-4080-9003-06b9ea774fe6",
-   "metadata": {},
+   "metadata": {
+    "tags": []
+   },
    "outputs": [],
    "source": [
     "matches_sig = BE_df[['AC Nummer', 'hs. Katalogeintrag ID', 'hs. Katalog Konfidenz']].dropna(subset=['hs. Katalogeintrag ID'])\n",
-    "entry_df['AC number'] = -1\n",
-    "entry_df['AC cert'] = -1\n",
+    "matches_sig = matches_sig.loc[has_hw_matches['input_id']]\n",
     "\n",
     "for i, m in matches_sig.iterrows():\n",
     "    ac_num = m['AC Nummer']\n",
@@ -2318,7 +2451,7 @@
     "    for hs_i, hs_c in zip(hs_id, hs_cert):\n",
     "        ind = entry_df[entry_df['entry_ID'] == hs_i].index.values[0]\n",
     "        \n",
-    "        if entry_df.at[ind, 'AC number'] == -1:\n",
+    "        if (entry_df.at[ind, 'AC number'] == -1) or (entry_df.at[ind, 'AC number'] is None):\n",
     "            entry_df.at[ind, 'AC number'] = [ac_num]\n",
     "            entry_df.at[ind, 'AC cert'] = [hs_c]\n",
     "        else:\n",
@@ -2341,7 +2474,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 245,
    "id": "a21f6db7-19c0-4bf4-a185-d94c647750a2",
    "metadata": {
     "tags": []
@@ -2353,7 +2486,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 246,
    "id": "3aa2e989-255e-42d9-aa9f-986772b478cc",
    "metadata": {
     "tags": []
@@ -2363,9 +2496,109 @@
     "entry_df = pd.read_excel('data/wip_BE_data/entry_df_WIP.xlsx', index_col=0)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "0e94b63a-228e-44ae-a8b4-9770ae5fba36",
+   "metadata": {},
+   "source": [
+    "## Finalize BE data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 247,
+   "id": "e7223020-e040-4601-823d-19f219373e00",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "no_BE_matches = pd.read_excel('../Daten/Katalogabgleich/Ausgefüllt/Ausgefüllt_no_BE.xlsx')\n",
+    "has_hw_matches = no_BE_matches.dropna(subset='control')"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 248,
+   "id": "69ee2de7-a0e1-4f4c-b154-99931abb9765",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "826\n"
+     ]
+    }
+   ],
+   "source": [
+    "def get_matches_from_entry(s):\n",
+    "    certain_match = re.compile('\\d{1,4}\\Z|\\d{1,4},')\n",
+    "    certs = certain_match.findall(s)\n",
+    "    uncertain_match = re.compile('\\d{1,4}\\?')\n",
+    "    uncerts = uncertain_match.findall(s)\n",
+    "    clean_certs = [s.replace(',', '') for s in certs]\n",
+    "    clean_uncerts = [s.replace('?', '') for s in uncerts]\n",
+    "    return clean_certs, clean_uncerts\n",
+    "\n",
+    "dod_id = {\n",
+    "    '14.376': 51202, \n",
+    "    '14.377': 51184,\n",
+    "    '14.378': 51219\n",
+    "}\n",
+    "\n",
+    "repl = 0\n",
+    "\n",
+    "for i, entry in has_hw_matches.iterrows():\n",
+    "    BE_id = entry['input_id']\n",
+    "    man_match = str(entry['control'])\n",
+    "    certain, uncertain = get_matches_from_entry(man_match)\n",
+    "    match_dict = {\n",
+    "        'hs. Katalog': 1,\n",
+    "        'hs. Katalog Konfidenz': [],\n",
+    "        'hs. Katalogband': [],\n",
+    "        'hs. Katalogseite Digitalisat': [],\n",
+    "        'Wissensklasse': [],\n",
+    "        'Wissensunterklasse': [],\n",
+    "        'Formatangabe': [],\n",
+    "        'hs. Katalogseite Handschrift': [],\n",
+    "        'hs. Katalogeintrag ID': [],\n",
+    "        'hs. Katalogeintrag': [],\n",
+    "        'hs. Katalog Image URL': []\n",
+    "    }\n",
+    "    for m in certain:\n",
+    "        match_dict['hs. Katalog Konfidenz'] += ['sicher']\n",
+    "    for m in uncertain:\n",
+    "        match_dict['hs. Katalog Konfidenz'] += ['unsicher']\n",
+    "    \n",
+    "    all_matches = certain + uncertain\n",
+    "    repl += len(all_matches)\n",
+    "    \n",
+    "    for m in all_matches:\n",
+    "        hw_entry = entry_df.loc[int(m)]\n",
+    "        match_dict['hs. Katalogband'] += [str(hw_entry['volume'])]\n",
+    "        match_dict['hs. Katalogseite Digitalisat'] += [str(hw_entry['page number'])]\n",
+    "        match_dict['Wissensklasse'] += [hw_entry['category']]\n",
+    "        match_dict['Wissensunterklasse'] += [hw_entry['subcategory'] if not pd.isna(hw_entry['subcategory']) else '']\n",
+    "        match_dict['Formatangabe'] += [hw_entry['format'] if not pd.isna(hw_entry['format']) else '']\n",
+    "        match_dict['hs. Katalogseite Handschrift'] += [hw_entry['handwritten page number']]\n",
+    "        match_dict['hs. Katalogeintrag ID'] += [hw_entry['entry_ID']]\n",
+    "        match_dict['hs. Katalogeintrag'] += [hw_entry['entry']]\n",
+    "        match_dict['hs. Katalog Image URL'] += [f\"https://iiif.onb.ac.at/images/DOD/{dod_id[str(hw_entry['volume'])]}/{hw_entry['page number']:08}.jp2/full/full/0/native.jpg\"]\n",
+    "    \n",
+    "    for key, val in match_dict.items():\n",
+    "        if key != 'hs. Katalog':\n",
+    "            val = ' | '.join(val)\n",
+    "        BE_df.at[BE_id, key] = val\n",
+    "\n",
+    "print(repl)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 253,
    "id": "0746de2c-3343-48b1-b921-4215f594ab79",
    "metadata": {
     "tags": []
@@ -2378,7 +2611,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 254,
    "id": "7a448905-e284-44b9-bdb1-38710466b341",
    "metadata": {
     "tags": []
@@ -2484,7 +2717,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 272,
    "id": "ae4d5368-bda2-4cdf-a170-f7e0eda103c3",
    "metadata": {
     "tags": []
@@ -2518,7 +2751,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 273,
    "id": "b73227d4-a0f1-4113-ad2c-093507aaf3a4",
    "metadata": {
     "tags": []
@@ -2563,7 +2796,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": 274,
    "id": "ebb4894b-76db-4146-b62a-86c30f2f8609",
    "metadata": {
     "tags": []
@@ -2583,7 +2816,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 52,
+   "execution_count": 275,
    "id": "ba37d08d-f064-4ba0-aaf5-d33c9893bb1c",
    "metadata": {
     "tags": []
@@ -2620,7 +2853,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 53,
+   "execution_count": 276,
    "id": "629a49b3-75c7-4e3d-b3aa-5c6165c32e06",
    "metadata": {
     "tags": []
@@ -2643,7 +2876,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 54,
+   "execution_count": 277,
    "id": "ec90629a-8afb-4a65-b6bb-782830fd8bcf",
    "metadata": {
     "tags": []
@@ -2700,7 +2933,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 55,
+   "execution_count": 278,
    "id": "bd52a621-e46c-49d8-a5c5-a243ee85fba4",
    "metadata": {
     "tags": []
@@ -2725,7 +2958,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 56,
+   "execution_count": 279,
    "id": "a4a7bc48-ec82-4b67-b0dd-055d27dd008e",
    "metadata": {
     "tags": []
@@ -2740,7 +2973,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 57,
+   "execution_count": 280,
    "id": "710a147b-ea34-47ca-a381-5b477d8f12ab",
    "metadata": {
     "tags": []
@@ -2757,7 +2990,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 58,
+   "execution_count": 281,
    "id": "e7e81cbf-e473-4ae4-b846-2aea6b2e5c81",
    "metadata": {
     "tags": []
@@ -2782,7 +3015,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 59,
+   "execution_count": 282,
    "id": "de097669-9180-4510-a9ac-d215433a7fca",
    "metadata": {
     "tags": []
@@ -2805,7 +3038,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 60,
+   "execution_count": 283,
    "id": "4687407c-d205-4aab-8c86-fafa73b997b9",
    "metadata": {
     "tags": []
@@ -2833,7 +3066,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 61,
+   "execution_count": 284,
    "id": "32240f6b-1ecc-47d1-8f2d-0cd14f899b3d",
    "metadata": {
     "tags": []
@@ -2860,7 +3093,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 285,
    "id": "55b131a0-58aa-4eb1-ba47-92b3bb46ffaa",
    "metadata": {
     "tags": []
@@ -2896,76 +3129,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 63,
+   "execution_count": 286,
    "id": "a50d2147-4ee5-4d6b-a950-b4aca1f5e5ca",
    "metadata": {
     "tags": []
    },
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<listChange>\n",
-      "<change when=\"2022-12-12\" who=\"#AT\">\n",
-      "                    Import of facsimiles to Transkribus\n",
-      "                </change>\n",
-      "<change from=\"2022-12-13\" to=\"2023-01-26\" who=\"#AT #SM #MK\">\n",
-      "                    Manual transcription of pages to be used as Ground truth for training process in Transkribus\n",
-      "                </change>\n",
-      "<change from=\"2023-02-20\" to=\"2023-02-28\" who=\"#SM\">\n",
-      "                    Automated transcription of the first three volumes Cod. 14.376-14.378\n",
-      "                </change>\n",
-      "<change from=\"2023-03-01\" to=\"2023-12-13\" who=\"#AT #SM #MK #GF #PE #TG #AR\">\n",
-      "                    Correction of automated transcripts in Transkribus, adding custom tags (add, corr, bleistift, roetel, continued, comment)\n",
-      "                </change>\n",
-      "<change when=\"2023-12-18\" who=\"#SM\">\n",
-      "                    Export from Transkribus to TEI-XML\n",
-      "                </change>\n",
-      "<change from=\"2024-01-18\" to=\"2024-10-10\" who=\"#SM\">\n",
-      "Layout analysis of pages to obtain entries. Create header for all pages with knowledge classes, page number, and format specification if applicable. Added matching data for entries connecting them to the modern catalog. Add tags for n signature.\n",
-      "</change></listChange>\n",
-      "<listChange>\n",
-      "<change when=\"2022-12-12\" who=\"#AT\">\n",
-      "                    Import of facsimiles to Transkribus\n",
-      "                </change>\n",
-      "<change from=\"2022-12-13\" to=\"2023-01-26\" who=\"#AT #SM #MK\">\n",
-      "                    Manual transcription of pages to be used as Ground truth for training process in Transkribus\n",
-      "                </change>\n",
-      "<change from=\"2023-02-20\" to=\"2023-02-28\" who=\"#SM\">\n",
-      "                    Automated transcription of the first three volumes Cod. 14.376-14.378\n",
-      "                </change>\n",
-      "<change from=\"2023-03-01\" to=\"2023-12-13\" who=\"#AT #SM #MK #GF #PE #TG #AR\">\n",
-      "                    Correction of automated transcripts in Transkribus, adding custom tags (add, corr, bleistift, roetel, continued, comment)\n",
-      "                </change>\n",
-      "<change when=\"2023-12-18\" who=\"#SM\">\n",
-      "                    Export from Transkribus to TEI-XML\n",
-      "                </change>\n",
-      "<change from=\"2024-01-18\" to=\"2024-10-10\" who=\"#SM\">\n",
-      "Layout analysis of pages to obtain entries. Create header for all pages with knowledge classes, page number, and format specification if applicable. Added matching data for entries connecting them to the modern catalog. Add tags for n signature.\n",
-      "</change></listChange>\n",
-      "<listChange>\n",
-      "<change when=\"2022-12-12\" who=\"#AT\">\n",
-      "                    Import of facsimiles to Transkribus\n",
-      "                </change>\n",
-      "<change from=\"2022-12-13\" to=\"2023-01-26\" who=\"#AT #SM #MK\">\n",
-      "                    Manual transcription of pages to be used as Ground truth for training process in Transkribus\n",
-      "                </change>\n",
-      "<change from=\"2023-02-20\" to=\"2023-02-28\" who=\"#SM\">\n",
-      "                    Automated transcription of the first three volumes Cod. 14.376-14.378\n",
-      "                </change>\n",
-      "<change from=\"2023-03-01\" to=\"2023-12-13\" who=\"#AT #SM #MK #GF #PE #TG #AR\">\n",
-      "                    Correction of automated transcripts in Transkribus, adding custom tags (add, corr, bleistift, roetel, continued, comment)\n",
-      "                </change>\n",
-      "<change when=\"2023-12-18\" who=\"#SM\">\n",
-      "                    Export from Transkribus to TEI-XML\n",
-      "                </change>\n",
-      "<change from=\"2024-01-18\" to=\"2024-10-10\" who=\"#SM\">\n",
-      "Layout analysis of pages to obtain entries. Create header for all pages with knowledge classes, page number, and format specification if applicable. Added matching data for entries connecting them to the modern catalog. Add tags for n signature.\n",
-      "</change></listChange>\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "for key in tei:\n",
     "    change = bs('''<change from=\"2024-01-18\" to=\"2024-10-10\" who=\"#SM\">\n",
@@ -2986,7 +3155,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 66,
+   "execution_count": 288,
    "id": "ee793bf1-5a43-4715-8b2b-b5780d6fd8b3",
    "metadata": {
     "tags": []
@@ -3011,7 +3180,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 128,
+   "execution_count": 289,
    "id": "092825b9-9755-4658-8fd5-2183926ed981",
    "metadata": {
     "tags": []
@@ -3069,7 +3238,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 131,
+   "execution_count": 290,
    "id": "63477b16-cda4-4eea-a27d-4ec0c5ceea6c",
    "metadata": {
     "tags": []
@@ -3144,7 +3313,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "5850f6ad-c2af-40f5-b4f6-0e1a3329d6d2",
+   "id": "c43a4852-4c90-4ba3-bf14-70e1688c0d74",
    "metadata": {},
    "outputs": [],
    "source": []
-- 
GitLab