diff --git a/docs/io/visualization/convergence_plot.ipynb b/docs/io/visualization/convergence_plot.ipynb
index ed5075c9958..819ad47b236 100644
--- a/docs/io/visualization/convergence_plot.ipynb
+++ b/docs/io/visualization/convergence_plot.ipynb
@@ -13,9 +13,7 @@
    "id": "dc1a0c1f",
    "metadata": {},
    "source": [
-    "The Convergence Plots consist of two Plotly FigureWidget Subplots, the `plasma_plot` and the `t_inner_luminosities_plot`. The plots are stored in the `convergence_plots` attribute of the simulation object `sim` and can be accessed using `sim.convergence_plots.plasma_plot` and `sim.convergence_plots.t_inner_luminosities_plot`.\n",
-    "\n",
-    "The Convergence Plots are shown by default when you running TARDIS because `show_convergence_plots` parameter of the `run_tardis()` function is set to `True`. If you don't want to do this, set it to `False`. "
+    "The Convergence Plots consist of two Plotly FigureWidget Subplots, the `plasma_plot` and the `t_inner_luminosities_plot`. The plots can be displayed by setting the `show_convergence_plots` option in the `run_tardis` function to `True`. The plots are stored in the `convergence_plots` attribute of the simulation object `sim` and can be accessed using `sim.convergence_plots.plasma_plot` and `sim.convergence_plots.t_inner_luminosities_plot`."
    ]
   },
   {
@@ -48,7 +46,7 @@
     "download_atom_data('kurucz_cd23_chianti_H_He')\n",
     "\n",
     "# We run a simulation\n",
-    "sim = run_tardis('tardis_example.yml', export_convergence_plots=True)"
+    "sim = run_tardis('tardis_example.yml', show_convergence_plots=True, export_convergence_plots=True)"
    ]
   },
   {
@@ -89,7 +87,7 @@
     "The default line-colors of the plasma plots can be changed by passing the name of the cmap in the `plasma_cmap` option. \n",
     "\n",
     "```py\n",
-    "sim = run_tardis(\"tardis_example.yml\",plasma_cmap= \"viridis\")\n",
+    "sim = run_tardis(\"tardis_example.yml\", show_convergence_plots=True, plasma_cmap=\"viridis\")\n",
     "```\n",
     "\n",
     "Alongwith the cmap name, one can also provide a list of colors in rgb, hex or css-names format in the `t_inner_luminosities_colors` option to change the default colors of the luminosity and inner boundary temperature plots. \n",
@@ -127,6 +125,7 @@
    "source": [
     "sim = run_tardis(\n",
     "    \"tardis_example.yml\",\n",
+    "    show_convergence_plots=True,\n",
     "    plasma_cmap= \"viridis\", \n",
     "    t_inner_luminosities_colors = ['rgb(102, 197, 204)',\n",
     "                         'rgb(246, 207, 113)',\n",
@@ -173,6 +172,7 @@
    "source": [
     "sim = run_tardis(\n",
     "    \"tardis_example.yml\",\n",
+    "    show_convergence_plots=True,\n",
     "    plasma_plot_config={\n",
     "        \"layout\": {\n",
     "            \"template\": \"ggplot2\",\n",