diff --git a/notebooks/examples/italy-examples/italy-notebook-example.ipynb b/notebooks/examples/italy-examples/italy-notebook-example.ipynb
index e6aa1b5374332461fabf9af878b7c87a02a0b41e..a12e68a5c71b7be754dda0fbe60c73f1df708216 100644
--- a/notebooks/examples/italy-examples/italy-notebook-example.ipynb
+++ b/notebooks/examples/italy-examples/italy-notebook-example.ipynb
@@ -26,8 +26,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
-   "metadata": {},
+   "execution_count": null,
+   "metadata": {
+    "tags": [
+     "parameters"
+    ]
+   },
    "outputs": [],
    "source": [
     "data_folder = \"../../../data/covid-19-italy/\""
@@ -67,10 +71,10 @@
      "data": {
       "text/html": [
        "\n",
-       "<div id=\"altair-viz-024fa47f5af8445396832d3dfd33d8b5\"></div>\n",
+       "<div id=\"altair-viz-13c82e6f28564e11aa2669e7cef5118c\"></div>\n",
        "<script type=\"text/javascript\">\n",
        "  (function(spec, embedOpt){\n",
-       "    const outputDiv = document.getElementById(\"altair-viz-024fa47f5af8445396832d3dfd33d8b5\");\n",
+       "    const outputDiv = document.getElementById(\"altair-viz-13c82e6f28564e11aa2669e7cef5118c\");\n",
        "    const paths = {\n",
        "      \"vega\": \"https://cdn.jsdelivr.net/npm//vega@5?noext\",\n",
        "      \"vega-lib\": \"https://cdn.jsdelivr.net/npm//vega-lib?noext\",\n",
@@ -491,9 +495,9 @@
  "metadata": {
   "hide_input": true,
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3.7.7 64-bit ('.venv': venv)",
    "language": "python",
-   "name": "python3"
+   "name": "python37764bitvenvvenvdef91c48e9bd43a4b394e5189f093471"
   },
   "language_info": {
    "codemirror_mode": {
@@ -505,7 +509,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.3"
+   "version": "3.7.7"
   }
  },
  "nbformat": 4,