diff --git a/anthroposouth_visuals_version_2.ipynb b/anthroposouth_visuals_version_2.ipynb
index 86e9298..44f5243 100644
--- a/anthroposouth_visuals_version_2.ipynb
+++ b/anthroposouth_visuals_version_2.ipynb
@@ -154,12 +154,12 @@
     "    selected.Venezuela\n",
     ")\n",
     "\n",
-    "# minimalistic x axis with fancy labels\n",
-    "plt.xticks(np.arange(1900, 2023, 10))\n",
-    "ax.get_yaxis().set_ticks([])\n",
+    "# Raw numbers need a Y axis scale and lines\n",
+    "plt.xticks(np.arange(1900, 2021, 10))\n",
+    "plt.yticks(np.arange(1000, 6000, 1000))\n",
     "ax.tick_params(length=4, color=\"white\")\n",
-    "ax.tick_params(rotation=35)\n",
     "plt.xticks(ha='left')\n",
+    "ax.grid(axis=\"y\")\n",
     "\n",
     "# no border, clean layout, no non-sense\n",
     "ax.spines['top'].set_visible(False)\n",
@@ -227,12 +227,12 @@
     "    raffinage.Venezuela\n",
     ")\n",
     "\n",
-    "# same minimalist look, update timespan\n",
+    "# Raw numbers need a Y axis scale and lines\n",
     "plt.xticks(np.arange(1940, 2023, 10))\n",
-    "ax.get_yaxis().set_ticks([])\n",
+    "plt.yticks(np.arange(1000, 7000, 1000))\n",
     "ax.tick_params(length=4, color=\"white\")\n",
-    "ax.tick_params(rotation=35)\n",
     "plt.xticks(ha='left')\n",
+    "ax.grid(axis=\"y\")\n",
     "\n",
     "# same minimalist look\n",
     "ax.spines['top'].set_visible(False)\n",