diff --git a/Jupyter/Timeseries/01_Transparenzregister_Zeitdaten.ipynb b/Jupyter/Timeseries/01_Transparenzregister_Zeitdaten.ipynb
index b59a236..735625c 100644
--- a/Jupyter/Timeseries/01_Transparenzregister_Zeitdaten.ipynb
+++ b/Jupyter/Timeseries/01_Transparenzregister_Zeitdaten.ipynb
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 1,
    "id": "01459424",
    "metadata": {},
    "outputs": [],
@@ -81,19 +81,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 3,
    "id": "4862a09e",
    "metadata": {},
    "outputs": [],
    "source": [
-    "dfEON=pd.read_csv('Data_Transparenzregister/EON_Data.csv', index_col=0, sep=';') \n",
-    "dfBASF=pd.read_csv('Data_Transparenzregister/BASF_Data.csv', index_col=0, sep=';') \n",
-    "dfTELEKOM=pd.read_csv('Data_Transparenzregister/TELEKOM_Data.csv', index_col=0, sep=';') "
+    "dfEON=pd.read_csv('EON_Data.csv', index_col=0, sep=';') \n",
+    "dfBASF=pd.read_csv('BASF_Data.csv', index_col=0, sep=';') \n",
+    "dfTELEKOM=pd.read_csv('TELEKOM_Data.csv', index_col=0, sep=';') "
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 4,
    "id": "9f84b5d6",
    "metadata": {},
    "outputs": [
@@ -106,7 +106,7 @@
        "Name: 2016, dtype: float64"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -127,14 +127,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 50,
+   "execution_count": 5,
    "id": "c871a495",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "9d5fd8316c744857930548ada689c0ca",
+       "model_id": "65844e8711d241c5a4dcea9a8f5fa4c1",
        "version_major": 2,
        "version_minor": 0
       },
@@ -256,7 +256,6 @@
    ]
   },
   {
-   "attachments": {},
    "cell_type": "markdown",
    "id": "37033e3e",
    "metadata": {},
@@ -287,7 +286,6 @@
    ]
   },
   {
-   "attachments": {},
    "cell_type": "markdown",
    "id": "4f747140",
    "metadata": {},
@@ -316,7 +314,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.0"
+   "version": "3.8.8"
   },
   "vscode": {
    "interpreter": {