Udpate notebook

Author: FBumann

docs/examples/manipulation.ipynb

@@ -34,7 +34,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "# 4D DataArray: metric x year x country x scenario\n",
+    "# 4D DataArray: scenario x metric x year x country\n",
     "df_gap = px.data.gapminder()\n",
     "countries = [\"United States\", \"China\", \"Germany\", \"Brazil\"]\n",
     "metrics = [\"lifeExp\", \"gdpPercap\"]\n",
@@ -355,7 +355,7 @@
    "metadata": {},
    "source": [
     "---\n",
-    "## When to Use What\n",
+    "## Summary\n",
     "\n",
     "| Method | Static/Faceted | Animated |\n",
     "|--------|----------------|----------|\n",
@@ -365,112 +365,6 @@
     "| `fig.update_traces()` | ✅ | ❌ base only |\n",
     "| `update_traces(fig, ...)` | ✅ | ✅ all frames |"
    ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "25",
-   "metadata": {},
-   "source": [
-    "---\n",
-    "## Animation Speed\n",
-    "\n",
-    "The API is deeply nested, but straightforward once you know where to look."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "26",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fig = xpx(da.sel(scenario=\"baseline\", metric=\"gdpPercap\")).bar(animation_frame=\"year\")\n",
-    "\n",
-    "# Speed up animation\n",
-    "fig.layout.updatemenus[0].buttons[0].args[1][\"frame\"][\"duration\"] = 200\n",
-    "fig.layout.updatemenus[0].buttons[0].args[1][\"transition\"][\"duration\"] = 100\n",
-    "\n",
-    "fig"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "27",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Helper function for convenience\n",
-    "def set_animation_speed(fig, frame_duration=500, transition_duration=300):\n",
-    "    \"\"\"Set animation speed in milliseconds.\"\"\"\n",
-    "    if fig.layout.updatemenus:\n",
-    "        fig.layout.updatemenus[0].buttons[0].args[1][\"frame\"][\"duration\"] = frame_duration\n",
-    "        fig.layout.updatemenus[0].buttons[0].args[1][\"transition\"][\"duration\"] = transition_duration\n",
-    "    return fig"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "28",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fig = xpx(da.sel(scenario=\"baseline\", metric=\"lifeExp\")).line(animation_frame=\"year\")\n",
-    "set_animation_speed(fig, frame_duration=100, transition_duration=50)\n",
-    "fig"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "29",
-   "metadata": {},
-   "source": [
-    "---\n",
-    "## Slider Styling"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "30",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "fig = xpx(da.sel(scenario=\"baseline\", metric=\"gdpPercap\")).bar(animation_frame=\"year\")\n",
-    "\n",
-    "# Customize slider\n",
-    "fig.layout.sliders[0].currentvalue.prefix = \"Year: \"\n",
-    "fig.layout.sliders[0].currentvalue.font.size = 16\n",
-    "\n",
-    "fig"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "31",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# Hide slider (keep play button)\n",
-    "fig = xpx(da.sel(scenario=\"baseline\", metric=\"gdpPercap\")).bar(animation_frame=\"year\")\n",
-    "fig.layout.sliders = []\n",
-    "fig"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "32",
-   "metadata": {},
-   "source": [
-    "---\n",
-    "## Summary\n",
-    "\n",
-    "- Standard Plotly methods work for layout, axes, and static figures\n",
-    "- Use `update_traces()` from xarray-plotly for trace properties with animation\n",
-    "- Animation speed/slider require accessing nested layout properties"
-   ]
   }
  ],
  "metadata": {