diff --git a/0-TECHNIQUE/greekLemmatization/lemmatisationAp.ipynb b/0-TECHNIQUE/greekLemmatization/lemmatisationAp.ipynb
index 178b27adf9390219f9905a4b026f68dda82b0b8e..194dea88e600370915ea35a5a560b7c4ba341137 100644
--- a/0-TECHNIQUE/greekLemmatization/lemmatisationAp.ipynb
+++ b/0-TECHNIQUE/greekLemmatization/lemmatisationAp.ipynb
@@ -141,23 +141,145 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 23,
    "id": "6af10a3c-fff0-4537-8f15-3a82d9a2a3d0",
    "metadata": {},
-   "outputs": [],
+   "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>book</th>\n",
+       "      <th>fragment</th>\n",
+       "      <th>author</th>\n",
+       "      <th>text</th>\n",
+       "      <th>keyword_code</th>\n",
+       "      <th>text_lemmatized</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>1</td>\n",
+       "      <td>1</td>\n",
+       "      <td>anonymous</td>\n",
+       "      <td>\\n                      ἃς οἱ πλάνοι καθεῖλον ...</td>\n",
+       "      <td>['https://anthologiagraeca.org/api/keywords/11...</td>\n",
+       "      <td>ὅς ὁ πλάσσω καθαιρέω ἔνθατος εἰκών ἄναξ στηλόω...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>1</td>\n",
+       "      <td>2</td>\n",
+       "      <td>anonymous</td>\n",
+       "      <td>\\n                      θεῖος Ἰουστῖνος, Σοφίη...</td>\n",
+       "      <td>['https://anthologiagraeca.org/api/keywords/11...</td>\n",
+       "      <td>θεῖος Ἰουστῖνος , Σοφίης πόσις , ὅς πόρω Χριστ...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>1</td>\n",
+       "      <td>3</td>\n",
+       "      <td>anonymous</td>\n",
+       "      <td>\\n                     ὁ πρὶν Ἰουστῖνος περικα...</td>\n",
+       "      <td>['https://anthologiagraeca.org/api/keywords/11...</td>\n",
+       "      <td>ὁ πρίν Ἰουστῖνος περικαλλής δέομαι ναός οὗτος ...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>1</td>\n",
+       "      <td>4</td>\n",
+       "      <td>anonymous</td>\n",
+       "      <td>\\n                      τοῦτον Ἰωάννῃ, Χριστοῦ...</td>\n",
+       "      <td>['https://anthologiagraeca.org/api/keywords/11...</td>\n",
+       "      <td>οὗτος Ἰωννεύς , Χριστός μέγας θεράπων , Στούδι...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>1</td>\n",
+       "      <td>5</td>\n",
+       "      <td>anonymous</td>\n",
+       "      <td>\\n                     τόνδε Θεῷ κάμες οἶκον, ...</td>\n",
+       "      <td>['https://anthologiagraeca.org/api/keywords/11...</td>\n",
+       "      <td>ὅδε Θεός κάμνω οἶκος , Ἀμάντιος , μεσσόθι πόντ...</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "   book  fragment     author  \\\n",
+       "0     1         1  anonymous   \n",
+       "1     1         2  anonymous   \n",
+       "2     1         3  anonymous   \n",
+       "3     1         4  anonymous   \n",
+       "4     1         5  anonymous   \n",
+       "\n",
+       "                                                text  \\\n",
+       "0  \\n                      ἃς οἱ πλάνοι καθεῖλον ...   \n",
+       "1  \\n                      θεῖος Ἰουστῖνος, Σοφίη...   \n",
+       "2  \\n                     ὁ πρὶν Ἰουστῖνος περικα...   \n",
+       "3  \\n                      τοῦτον Ἰωάννῃ, Χριστοῦ...   \n",
+       "4  \\n                     τόνδε Θεῷ κάμες οἶκον, ...   \n",
+       "\n",
+       "                                        keyword_code  \\\n",
+       "0  ['https://anthologiagraeca.org/api/keywords/11...   \n",
+       "1  ['https://anthologiagraeca.org/api/keywords/11...   \n",
+       "2  ['https://anthologiagraeca.org/api/keywords/11...   \n",
+       "3  ['https://anthologiagraeca.org/api/keywords/11...   \n",
+       "4  ['https://anthologiagraeca.org/api/keywords/11...   \n",
+       "\n",
+       "                                     text_lemmatized  \n",
+       "0  ὅς ὁ πλάσσω καθαιρέω ἔνθατος εἰκών ἄναξ στηλόω...  \n",
+       "1  θεῖος Ἰουστῖνος , Σοφίης πόσις , ὅς πόρω Χριστ...  \n",
+       "2  ὁ πρίν Ἰουστῖνος περικαλλής δέομαι ναός οὗτος ...  \n",
+       "3  οὗτος Ἰωννεύς , Χριστός μέγας θεράπων , Στούδι...  \n",
+       "4  ὅδε Θεός κάμνω οἶκος , Ἀμάντιος , μεσσόθι πόντ...  "
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "df.head()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 24,
    "id": "9d7e049d-9bf1-44cc-b528-421deeec48cc",
    "metadata": {},
    "outputs": [],
    "source": [
     "df.to_csv('../../DONNEES/DataIn/corpus_grc_tokenized.csv')"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ffb2013a-ac98-48c2-8cee-8c0de8f87ccf",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {