diff --git a/source/linear-algebra/source/04-MX/01.ptx b/source/linear-algebra/source/04-MX/01.ptx
index 021cb27b3..407fd5c16 100644
--- a/source/linear-algebra/source/04-MX/01.ptx
+++ b/source/linear-algebra/source/04-MX/01.ptx
@@ -394,7 +394,7 @@ in terms of matrix multiplication.
-- An adjacency matrix for this map is a matrix that has the number of roads from city i to city j in the (i,j) entry of the matrix. A road is a path of length exactly 1. All (i,i)entries are 0. Write the adjacency matrix for this map, with the cities in alphabetical order.
+- An adjacency matrix for this map is a matrix that has the number of roads from city i to city j in the (i,j) entry of the matrix. A road is a path of length exactly 1. All (i,i) entries are 0. Write the adjacency matrix for this map, with the cities in alphabetical order.
- What does the square of this matrix tell you about the map? The cube? The n-th power?