diff --git a/tutorial/westeros/westeros_sankey.ipynb b/tutorial/westeros/westeros_sankey.ipynb
index cda97290d..a172a9d7e 100644
--- a/tutorial/westeros/westeros_sankey.ipynb
+++ b/tutorial/westeros/westeros_sankey.ipynb
@@ -25,11 +25,10 @@
    "source": [
     "import ixmp\n",
     "\n",
-    "import message_ix\n",
-    "from message_ix.report import Reporter\n",
+    "from message_ix import Scenario\n",
     "\n",
     "mp = ixmp.Platform()\n",
-    "scenario = message_ix.Scenario(mp, model=\"Westeros Electrified\", scenario=\"baseline\")"
+    "scenario = Scenario(mp, model=\"Westeros Electrified\", scenario=\"baseline\")"
    ]
   },
   {
@@ -51,7 +50,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "Create the reporter object. (Since \"-\" is not a unit, we replace it by \"\".)"
+    "Create the reporter object. (Since ``\"-\"`` is not a unit, we replace it by ``\"\"``.)"
    ]
   },
   {
@@ -60,6 +59,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from message_ix.report import Reporter\n",
+    "\n",
     "rep = Reporter.from_scenario(scenario)\n",
     "\n",
     "rep.configure(units={\"replace\": {\"-\": \"\"}})"
@@ -85,7 +86,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The utility function `sankey_mapper(df, year, region, flows_not_needed=[], variables_not_needed=[])` can be used to create the required mapping for the `plot.sankey()` function of the `pyam` package.\n",
+    "The utility function `sankey_mapper(df, year, region, exclude=[])` can be used to create the required mapping for the `figures.sankey()` function of the `pyam` package.\n",
     "\n",
     "In some models it might be necessary to exclude variables and flow to get meaningful sankey diagrams. But let´s try with all!"
    ]
@@ -96,7 +97,9 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "mapping = message_ix.util.sankey_mapper(df, year=700, region=\"Westeros\")"
+    "from message_ix.util.sankey import sankey_mapper\n",
+    "\n",
+    "mapping = sankey_mapper(df, year=700, region=\"Westeros\")"
    ]
   },
   {
@@ -114,10 +117,45 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import plotly.offline as pof\n",
+    "from pyam.figures import sankey\n",
     "\n",
-    "fig = df.filter(year=700).plot.sankey(mapping=mapping)\n",
-    "pof.plot(fig)  # opens a new window in your browser"
+    "fig = sankey(df=df.filter(year=700), mapping=mapping)\n",
+    "fig.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mapping_without_final_electricity = sankey_mapper(\n",
+    "    df, year=700, region=\"Westeros\", exclude=[\"final|electricity\"]\n",
+    ")\n",
+    "mapping_without_final_electricity"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fig = sankey(df=df.filter(year=700), mapping=mapping_without_final_electricity)\n",
+    "fig.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mapping_without_wind_ppl_standard = sankey_mapper(\n",
+    "    df, year=700, region=\"Westeros\", exclude=[\"wind_ppl|standard\"]\n",
+    ")\n",
+    "fig = sankey(df=df.filter(year=700), mapping=mapping_without_wind_ppl_standard)\n",
+    "fig.show()"
    ]
   },
   {
@@ -153,7 +191,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.18"
+   "version": "3.10.12"
   },
   "orig_nbformat": 4
  },