diff --git a/.travis.yml b/.travis.yml
index 8aa27f0..2da0689 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -10,6 +10,8 @@ notifications:
   email: false
 env:
     - PYTHON=""
+after_success:
+- julia -e 'cd(Pkg.dir("ExperimentalAnalysis")); Pkg.add("Coverage"); using Coverage; Coveralls.submit(process_folder())'
 # uncomment the following lines to override the default test script
 #script:
 #  - if [[ -a .git/shallow ]]; then git fetch --unshallow; fi
diff --git a/README.md b/README.md
index aae854e..bf38cb3 100644
--- a/README.md
+++ b/README.md
@@ -1,3 +1,7 @@
+[![Coverage Status](https://coveralls.io/repos/github/baggepinnen/ExperimentalAnalysis.jl/badge.png?branch=master)](https://coveralls.io/github/baggepinnen/ExperimentalAnalysis.jl?branch=master)
+
+[![Build Status](https://travis-ci.org/baggepinnen/ExperimentalAnalysis.jl.svg?branch=master)](https://travis-ci.org/baggepinnen/ExperimentalAnalysis.jl)
+
 # ExperimentalAnalysis
 
 
@@ -71,7 +75,3 @@ Or just visualize the columns in a matrix
 ```julia
 scattermatrix(randn(100,3).+[1,2,3])
 ```
-
-
-
-[![Build Status](https://travis-ci.org/baggepinnen/ExperimentalAnalysis.jl.svg?branch=master)](https://travis-ci.org/baggepinnen/ExperimentalAnalysis.jl)
diff --git a/REQUIRE b/REQUIRE
index 85cb315..382c780 100644
--- a/REQUIRE
+++ b/REQUIRE
@@ -3,3 +3,4 @@ DataFrames
 Plots
 PyPlot
 GLM
+Coverage