diff --git a/05-data/exploratory-data-analysis.ipynb b/05-data/exploratory-data-analysis.ipynb
index 05e2b71..9db44f9 100644
--- a/05-data/exploratory-data-analysis.ipynb
+++ b/05-data/exploratory-data-analysis.ipynb
@@ -900,7 +900,7 @@
     "\n",
     "When the two variables being compared have numerical data, the analysis is said to be numerical-numerical. Scatterplots and correlation analysis are used to compare two numerical columns.\n",
     "\n",
-    "##### Survived - (Face, Age)\n",
+    "##### Survived - (Fare, Age)\n",
     "\n",
     "We will use the variable `Survived` to start with the bivariate analysis because being a categorical variable but coded in numbers, it can be considered as numerical as well. We first analyze the class versus numeric characteristics:"
    ]