diff --git a/.coverage b/.coverage
new file mode 100644
index 0000000..022b07c
Binary files /dev/null and b/.coverage differ
diff --git a/.travis.yml b/.travis.yml
index b8c5696..49db146 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -3,4 +3,15 @@ python:
   - "2.7"
   - "3.4"
 
-script: nosetests
+install:
+  - pip install -r requirements.txt
+
+# Only track coverage using the 2.7 job
+script:
+  - if [[ $TRAVIS_PYTHON_VERSION != 2.7 ]]; then nosetests
+  - if [[ $TRAVIS_PYTHON_VERSION == 2.7 ]]; then nosetests --with-coverage
+
+after_success:
+  - if [[ $TRAVIS_PYTHON_VERSION == 2.7 ]]; then coveralls
+
+sudo: false
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..6103052
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,2 @@
+coveralls
+coverage