diff --git a/examples/Example.py b/docs/Example.py
similarity index 100%
rename from examples/Example.py
rename to docs/Example.py
diff --git a/examples/Execution.ipynb b/docs/Execution.ipynb
similarity index 100%
rename from examples/Execution.ipynb
rename to docs/Execution.ipynb
diff --git a/examples/PostProcessing.ipynb b/docs/PostProcessing.ipynb
similarity index 97%
rename from examples/PostProcessing.ipynb
rename to docs/PostProcessing.ipynb
index 2a17e43..96a2bb4 100644
--- a/examples/PostProcessing.ipynb
+++ b/docs/PostProcessing.ipynb
@@ -13,24 +13,177 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\mberos\\gitRepos\\pybalmorel\\examples\\files\\MainResults_Example1.gdx\n"
+     ]
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "3dd833a7b756450099ffa047e9452e55",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "GridBox(children=(Dropdown(description='Table:', layout=Layout(width='80%'), options=('F_CONS_YCRA', 'F_CONS_Y…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a7ab13dbcf744c6ab4874158fc99e3f6",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "8d2f2ec7d8b34c5fa19f1fdc26881efa",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Stack(children=(GridBox(children=(SelectMultiple(description='Scenario', index=(0,), layout=Layout(height='99%…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a3c01fee0cbd49078bde0fd1ab90efe4",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "7f3c74e813ef48c2b41e29f823d3c56e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "VBox(children=(HBox(children=(Box(children=(Text(value='', description='Title:'), FloatSlider(value=12.0, desc…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "090e62507fd34ecfa758c15444a4a3b6",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "1551bbc867ec4d43bfac4412f48dc158",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "c6243930cb894de9a59d8d5715c811e2",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "ed5a4df1c3a049bc94ea94e0b00e9a04",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "VBox(children=(HBox(children=(Box(children=(Button(description='Plot', icon='check', style=ButtonStyle(), tool…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "69ba3d0371ff4038bf7590019b6d141a",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "f9fbb3908b8546618463d2d5de81bfd8",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "### 0.1 Use development scripts or the package installed from pip\n",
-    "use_development = True\n",
-    "if use_development:\n",
-    "    import sys\n",
-    "    import os\n",
-    "    # Adjust the sys.path to include the project root directory\n",
-    "    project_root = os.path.abspath(os.path.join(os.path.dirname(\"__file__\"), '..'))\n",
-    "    if project_root not in sys.path:\n",
-    "        sys.path.insert(0, project_root)\n",
-    "    from src.pybalmorel import MainResults\n",
-    "    from src.pybalmorel.utils import symbol_to_df\n",
-    "else:\n",
-    "    from pybalmorel import MainResults\n",
-    "    from pybalmorel.utils import symbol_to_df"
+    "from pybalmorel import MainResults\n",
+    "\n",
+    "res = MainResults(files='MainResults_Example1.gdx', paths='files')\n",
+    "res.interactive_bar_chart()"
    ]
   },
   {
@@ -53,7 +206,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -300,7 +453,7 @@
        "[252 rows x 11 columns]"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -315,7 +468,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -575,7 +728,7 @@
        "[4550 rows x 12 columns]"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -589,9 +742,164 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "2a89837724c542c4b2e174f8490cb972",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "GridBox(children=(Dropdown(description='Table:', layout=Layout(width='80%'), options=('F_CONS_YCRA', 'F_CONS_Y…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "310822ac3e2945d38c8167d66718817b",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "886499487ee44448b2a9264f36ae30a2",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Stack(children=(GridBox(children=(SelectMultiple(description='Scenario', index=(0,), layout=Layout(height='99%…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "5eed18fcad6b411da60699fc6689b55f",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "cfa775b5667c4def954863d10eaa4b88",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "VBox(children=(HBox(children=(Box(children=(Text(value='', description='Title:'), FloatSlider(value=12.0, desc…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "a0e91bc69c0b4ad498690afd6b276f8d",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "eed71e4163164459bb5394e0d6ebe68c",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "HBox()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "8e2da5dd04494bac823ca12ccdd8e03e",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b08d6d23249446d3abda0212a6e48f27",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "VBox(children=(HBox(children=(Box(children=(Button(description='Plot', icon='check', style=ButtonStyle(), tool…"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "98b23d553083416f8658d59cb756cc29",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "b7f74d9267d14870bf16db8b2421f94d",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "### 1.1.3 Plotting bar charts with an interactive gui\n",
     "res.interactive_bar_chart()"
diff --git a/examples/PreProcessing.ipynb b/docs/PreProcessing.ipynb
similarity index 100%
rename from examples/PreProcessing.ipynb
rename to docs/PreProcessing.ipynb
diff --git a/examples/Test_MR.ipynb b/docs/Test_MR.ipynb
similarity index 100%
rename from examples/Test_MR.ipynb
rename to docs/Test_MR.ipynb
diff --git a/examples/__init__.py b/docs/__init__.py
similarity index 100%
rename from examples/__init__.py
rename to docs/__init__.py
diff --git a/examples/files/Balmorel/Example1/model/MainResults.gdx b/docs/files/Balmorel/Example1/model/MainResults.gdx
similarity index 100%
rename from examples/files/Balmorel/Example1/model/MainResults.gdx
rename to docs/files/Balmorel/Example1/model/MainResults.gdx
diff --git a/examples/files/Balmorel/Example2/model/MainResults.gdx b/docs/files/Balmorel/Example2/model/MainResults.gdx
similarity index 100%
rename from examples/files/Balmorel/Example2/model/MainResults.gdx
rename to docs/files/Balmorel/Example2/model/MainResults.gdx
diff --git a/examples/files/MainResults_Example1.gdx b/docs/files/MainResults_Example1.gdx
similarity index 100%
rename from examples/files/MainResults_Example1.gdx
rename to docs/files/MainResults_Example1.gdx
diff --git a/examples/files/MainResults_Example2.gdx b/docs/files/MainResults_Example2.gdx
similarity index 100%
rename from examples/files/MainResults_Example2.gdx
rename to docs/files/MainResults_Example2.gdx