diff --git a/data-processing/notebooks/04_prepare_tabular_data.ipynb b/data-processing/notebooks/04_prepare_tabular_data.ipynb
index d2a7766..0559f32 100644
--- a/data-processing/notebooks/04_prepare_tabular_data.ipynb
+++ b/data-processing/notebooks/04_prepare_tabular_data.ipynb
@@ -80,7 +80,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -117,7 +117,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -158,22 +158,22 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{'Agricultural drought exposure': <datasets.datasets.Dataset object at 0x7f6f4aff5670>,\n",
-      " 'Agricultural drought hazard': <datasets.datasets.Dataset object at 0x7f6e89fdb3b0>,\n",
-      " 'Boundaries': <datasets.datasets.Dataset object at 0x7f6f63f0ffe0>,\n",
-      " 'Contextual layers': <datasets.datasets.Dataset object at 0x7f6e89b324e0>,\n",
-      " 'EO-based flood exposure': <datasets.datasets.Dataset object at 0x7f6e89b32870>,\n",
-      " 'EO-based flood hazard': <datasets.datasets.Dataset object at 0x7f6e89b329f0>,\n",
-      " 'Hydrographic data': <datasets.datasets.Dataset object at 0x7f6e89b328a0>,\n",
-      " 'Hydrometeorological Data': <datasets.datasets.Dataset object at 0x7f6e89b328d0>,\n",
-      " 'In-situ Data': <datasets.datasets.Dataset object at 0x7f6e89b32a80>,\n",
-      " 'Meteorological drought exposure': <datasets.datasets.Dataset object at 0x7f6e89b32ab0>,\n",
-      " 'Meteorological drought hazard': <datasets.datasets.Dataset object at 0x7f6e89b32ae0>,\n",
-      " 'Model-based flood exposure': <datasets.datasets.Dataset object at 0x7f6e89b32b10>,\n",
-      " 'Model-based flood hazard': <datasets.datasets.Dataset object at 0x7f6e89b32b40>,\n",
-      " 'Populated infrastructures': <datasets.datasets.Dataset object at 0x7f6e89b32b70>,\n",
-      " 'Transportation Network Infrastructures': <datasets.datasets.Dataset object at 0x7f6e89b32ba0>,\n",
-      " 'Water-related infrastructures': <datasets.datasets.Dataset object at 0x7f6e89b32bd0>}\n"
+      "{'Agricultural drought exposure': <datasets.datasets.Dataset object at 0x7f79df77a3f0>,\n",
+      " 'Agricultural drought hazard': <datasets.datasets.Dataset object at 0x7f79df77a420>,\n",
+      " 'Boundaries': <datasets.datasets.Dataset object at 0x7f79df77a480>,\n",
+      " 'Contextual layers': <datasets.datasets.Dataset object at 0x7f79df77a540>,\n",
+      " 'EO-based flood exposure': <datasets.datasets.Dataset object at 0x7f79df77a600>,\n",
+      " 'EO-based flood hazard': <datasets.datasets.Dataset object at 0x7f79df77a4b0>,\n",
+      " 'Hydrographic data': <datasets.datasets.Dataset object at 0x7f79df77a4e0>,\n",
+      " 'Hydrometeorological Data': <datasets.datasets.Dataset object at 0x7f79df77a690>,\n",
+      " 'In-situ Data': <datasets.datasets.Dataset object at 0x7f79df77a6c0>,\n",
+      " 'Meteorological drought exposure': <datasets.datasets.Dataset object at 0x7f79df77a6f0>,\n",
+      " 'Meteorological drought hazard': <datasets.datasets.Dataset object at 0x7f79df77a720>,\n",
+      " 'Model-based flood exposure': <datasets.datasets.Dataset object at 0x7f79df77a750>,\n",
+      " 'Model-based flood hazard': <datasets.datasets.Dataset object at 0x7f79df77a780>,\n",
+      " 'Populated infrastructures': <datasets.datasets.Dataset object at 0x7f79df77a7b0>,\n",
+      " 'Transportation Network Infrastructures': <datasets.datasets.Dataset object at 0x7f79df77a7e0>,\n",
+      " 'Water-related infrastructures': <datasets.datasets.Dataset object at 0x7f79df77a810>}\n"
      ]
     }
    ],
@@ -197,11 +197,11 @@
     {
      "data": {
       "text/plain": [
-       "{'Administrative Boundaries - adm0': <datasets.datasets.Layer at 0x7f6e89b333e0>,\n",
-       " 'Administrative Boundaries - adm1': <datasets.datasets.Layer at 0x7f6e89b33380>,\n",
-       " 'Administrative Boundaries - adm2': <datasets.datasets.Layer at 0x7f6e89b334a0>,\n",
-       " 'Administrative Boundaries - adm3': <datasets.datasets.Layer at 0x7f6e89b33500>,\n",
-       " 'Hydrological Basins': <datasets.datasets.Layer at 0x7f6e89b33560>}"
+       "{'Administrative Boundaries - adm0': <datasets.datasets.Layer at 0x7f79df77a930>,\n",
+       " 'Administrative Boundaries - adm1': <datasets.datasets.Layer at 0x7f79df77a840>,\n",
+       " 'Administrative Boundaries - adm2': <datasets.datasets.Layer at 0x7f79df77b110>,\n",
+       " 'Administrative Boundaries - adm3': <datasets.datasets.Layer at 0x7f79df77b140>,\n",
+       " 'Hydrological Basins': <datasets.datasets.Layer at 0x7f79df77b1a0>}"
       ]
      },
      "execution_count": 4,
@@ -335,7 +335,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -352,34 +352,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[52]"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "keys_to_remove = [\"Evapotranspiration\"]\n",
-    "[layer_ids.pop(key, None) for key in keys_to_remove]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
+      "Processing Evapotranspiration\n",
+      "Processing Administrative Boundaries - adm0\n",
+      "Processing Administrative Boundaries - adm1\n",
+      "Processing Administrative Boundaries - adm2\n",
+      "Processing Administrative Boundaries - adm3\n",
+      "Processing Hydrological Basins\n",
       "Processing Precipitation\n",
       "Processing Administrative Boundaries - adm0\n",
       "Processing Administrative Boundaries - adm1\n",
@@ -474,7 +459,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -493,7 +478,7 @@
     "# Initialize the JSON structure\n",
     "json_data = {\"version\": 2, \"data\": {\"api::chart-data.chart-data\": {}}}\n",
     "\n",
-    "chart_id = 43027\n",
+    "chart_id = 53143\n",
     "for name, folder_path in folder_paths.items():\n",
     "    # List all the blobs in the specified folder\n",
     "    bucket = client.get_bucket(bucket_name)\n",