diff --git a/ci/azure/macos.yml b/ci/azure/macos.yml
index 25b66615dac7e..5bf8d18d6cbb9 100644
--- a/ci/azure/macos.yml
+++ b/ci/azure/macos.yml
@@ -37,3 +37,7 @@ jobs:
     - script: |
         export PATH=$HOME/miniconda3/bin:$PATH
         source activate pandas && pushd /tmp && python -c "import pandas; pandas.show_versions();" && popd
+    - task: PublishTestResults@2
+      inputs:
+        testResultsFiles: '/tmp/*.xml'
+        testRunTitle: 'MacOS-35'
diff --git a/ci/azure/windows-py27.yml b/ci/azure/windows-py27.yml
index e60844896b71c..3e92c96263930 100644
--- a/ci/azure/windows-py27.yml
+++ b/ci/azure/windows-py27.yml
@@ -37,5 +37,9 @@ jobs:
       displayName: 'Build'
     - script: |
         call activate %CONDA_ENV%
-        pytest --skip-slow --skip-network pandas -n 2 -r sxX --strict %*
+        pytest --junitxml=test-data.xml --skip-slow --skip-network pandas -n 2 -r sxX --strict %*
       displayName: 'Test'
+    - task: PublishTestResults@2
+      inputs:
+        testResultsFiles: 'test-data.xml'
+        testRunTitle: 'Windows 27'
diff --git a/ci/azure/windows.yml b/ci/azure/windows.yml
index 6090139fb4f3e..2ab8c6f320188 100644
--- a/ci/azure/windows.yml
+++ b/ci/azure/windows.yml
@@ -28,5 +28,9 @@ jobs:
       displayName: 'Build'
     - script: |
         call activate %CONDA_ENV%
-        pytest --skip-slow --skip-network pandas -n 2 -r sxX --strict %*
+        pytest --junitxml=test-data.xml --skip-slow --skip-network pandas -n 2 -r sxX --strict %*
       displayName: 'Test'
+    - task: PublishTestResults@2
+      inputs:
+        testResultsFiles: 'test-data.xml'
+        testRunTitle: 'Windows 36'