diff --git a/solutions/02_python_data_visualization_solutions.ipynb b/solutions/02_python_data_visualization_solutions.ipynb
index d57023d..59fd251 100644
--- a/solutions/02_python_data_visualization_solutions.ipynb
+++ b/solutions/02_python_data_visualization_solutions.ipynb
@@ -155,7 +155,7 @@
     "                  hue='continent', \n",
     "                  col_wrap=4,\n",
     "                  height=3)\n",
-    "g.map(sns.scatterplot, \"log_gdp\", \"lifeExp\")\n",
+    "g.map(sns.scatterplot, \"loggdp\", \"lifeExp\")\n",
     "g.set_xlabels('Log Per-Capita GDP')\n",
     "g.set_ylabels('Life Expectancy (Years)')\n",
     "g.add_legend();"