diff --git a/.gitignore b/.gitignore
index ad0c23d..9bf516c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,6 +3,7 @@ results/
 data/
 datasets/
 **/spacy*/output/
+**/iframe_figures/
 
 # Byte-compiled / optimized / DLL files
 __pycache__/
diff --git a/test-notebooks/Analyse_5-1_Timeline.ipynb b/test-notebooks/Analyse_5-1_Timeline.ipynb
index 4fe2643..240ec21 100644
--- a/test-notebooks/Analyse_5-1_Timeline.ipynb
+++ b/test-notebooks/Analyse_5-1_Timeline.ipynb
@@ -242,7 +242,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -257,7 +257,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
@@ -306,7 +306,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
@@ -316,7 +316,7 @@
        "      dtype=object)"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 25,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -327,7 +327,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -348,7 +348,7 @@
        "Name: count, Length: 366, dtype: int64"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 26,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -366,7 +366,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
@@ -409,7 +409,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -423,7 +423,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -432,7 +432,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -483,7 +483,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -585,7 +585,7 @@
        "[1 rows x 21 columns]"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 31,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -596,7 +596,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
@@ -1501,7 +1501,7 @@
        "[26 rows x 21 columns]"
       ]
      },
-     "execution_count": 19,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1526,7 +1526,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
@@ -1538,7 +1538,7 @@
        "Name: count, dtype: int64"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 33,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1550,7 +1550,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1565,7 +1565,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [
     {
@@ -1592,7 +1592,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
@@ -1761,7 +1761,7 @@
        "[3 rows x 21 columns]"
       ]
      },
-     "execution_count": 22,
+     "execution_count": 36,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1773,23 +1773,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 49,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "ModuleNotFoundError",
-     "evalue": "No module named 'plotly'",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m                       Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[23], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m \u001b[38;5;21;01mplotly\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mexpress\u001b[39;00m \u001b[38;5;28;01mas\u001b[39;00m \u001b[38;5;21;01mpx\u001b[39;00m\n",
-      "\u001b[1;31mModuleNotFoundError\u001b[0m: No module named 'plotly'"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
-    "import plotly.express as px"
+    "import plotly.express as px\n",
+    "import plotly.io as pio\n",
+    "pio.renderers.default = 'iframe'"
    ]
   },
   {
@@ -1801,10 +1791,105 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 73,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "def filter_df(data, obj_id, cands):\n",
+    "    res = data.loc[cands]\n",
+    "    texts = res['HObjektText']\n",
+    "    obj_text = texts.loc[~(texts.isna())].iat[0]\n",
+    "    obj_text = obj_text.strip(r' ,.:')\n",
+    "    return obj_text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 74,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "text = filter_df(anlys_data, 640, [14720, 27393, 3878])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 75,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'R35, Schnelllauftor'"
+      ]
+     },
+     "execution_count": 75,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 50,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "t = res['ErstellungsDatum'].sort_values(ascending=True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "14720   2019-07-03\n",
+       "27393   2019-09-11\n",
+       "3878    2021-11-24\n",
+       "Name: ErstellungsDatum, dtype: datetime64[ns]"
+      ]
+     },
+     "execution_count": 51,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "t"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 57,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<iframe\n",
+       "    scrolling=\"no\"\n",
+       "    width=\"100%\"\n",
+       "    height=\"545px\"\n",
+       "    src=\"iframe_figures/figure_57.html\"\n",
+       "    frameborder=\"0\"\n",
+       "    allowfullscreen\n",
+       "></iframe>\n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = px.scatter(data_frame=res, x='ErstellungsDatum')\n",
+    "fig.update_yaxes(type='category')"
+   ]
   },
   {
    "cell_type": "code",