diff --git a/data8/visualization/Overlaid_Graphs.ipynb b/data8/visualization/Overlaid_Graphs.ipynb
index def6e87..4719571 100644
--- a/data8/visualization/Overlaid_Graphs.ipynb
+++ b/data8/visualization/Overlaid_Graphs.ipynb
@@ -429,7 +429,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "The two distributions are quite different. California has higher percents in the `API` and `Hispanic` categories, and correspondingly lower percents in the`Black` and `White` categories. The percents in the `Other` category are quite similar in the two populations. The differences are largely due to California's geographical location and patterns of immigration and migration, both historically and in more recent decades. \n",
+    "The two distributions are quite different. California has higher percents in the `API` and `Hispanic` categories, and correspondingly lower percents in the`Black` and `White` categories. the percents in the `Other` category are quite similar in the two populations. The differences are largely due to California's geographical location and patterns of immigration and migration, both historically and in more recent decades. \n",
     "\n",
     "As you can see from the graph, almost 40% of the Californian population in 2019 was `Hispanic`. A comparison with the population of children in the state indicates that the `Hispanic` proportion is likely to be greater in future years. Among Californian children in 2019, more than 50% were in the `Hispanic` category."
    ]