diff --git a/.github/workflows/ci_workflows.yml b/.github/workflows/ci_workflows.yml
index 2d4df63..90c108d 100644
--- a/.github/workflows/ci_workflows.yml
+++ b/.github/workflows/ci_workflows.yml
@@ -36,16 +36,31 @@ jobs:
         - linux: py39-test
         - linux: py310-test
         - linux: py311-test
+        - linux: py311-glue113-test
+        - linux: py311-glue114-test
+        - linux: py311-glue115-test
+        - linux: py311-glue116-test
+        - linux: py311-glue117-test
 
         - macos: py38-test
         - macos: py39-test
         - macos: py310-test
         - macos: py311-test
+        - macos: py311-glue113-test
+        - macos: py311-glue114-test
+        - macos: py311-glue115-test
+        - macos: py311-glue116-test
+        - macos: py311-glue117-test
 
         - windows: py38-test
         - windows: py39-test
         - windows: py310-test
         - windows: py311-test
+        - windows: py311-glue113-test
+        - windows: py311-glue114-test
+        - windows: py311-glue115-test
+        - windows: py311-glue116-test
+        - windows: py311-glue117-test
 
   publish:
     needs: tests
diff --git a/glue_plotly/html_exporters/bqplot/tests/test_base.py b/glue_plotly/html_exporters/bqplot/tests/test_base.py
index 0792efd..87400d1 100644
--- a/glue_plotly/html_exporters/bqplot/tests/test_base.py
+++ b/glue_plotly/html_exporters/bqplot/tests/test_base.py
@@ -7,7 +7,7 @@ class TestBqplotExporter:
     tool_id = None
 
     def setup_method(self, method):
-        self.data = self.test_data()
+        self.data = self.make_data()
         self.app = jglue()
         self.app.session.data_collection.append(self.data)
         self.viewer = self.app.new_data_viewer(self.viewer_type)
diff --git a/glue_plotly/html_exporters/bqplot/tests/test_histogram.py b/glue_plotly/html_exporters/bqplot/tests/test_histogram.py
index ebf4ceb..163c4db 100644
--- a/glue_plotly/html_exporters/bqplot/tests/test_histogram.py
+++ b/glue_plotly/html_exporters/bqplot/tests/test_histogram.py
@@ -16,7 +16,7 @@ class TestHistogram(TestBqplotExporter):
     viewer_type = BqplotHistogramView
     tool_id = 'save:bqplot_plotlyhist'
 
-    def test_data(self):
+    def make_data(self):
         return Data(x=[40, 41, 37, 63, 78, 35, 19, 100, 35, 86, 84, 99,
                        87, 56, 2, 71, 22, 36, 10, 1, 26, 70, 45, 20, 8],
                     label='d1')
diff --git a/glue_plotly/html_exporters/bqplot/tests/test_image.py b/glue_plotly/html_exporters/bqplot/tests/test_image.py
index ed95e57..ebc1175 100644
--- a/glue_plotly/html_exporters/bqplot/tests/test_image.py
+++ b/glue_plotly/html_exporters/bqplot/tests/test_image.py
@@ -18,7 +18,7 @@ class TestImage(TestBqplotExporter):
     viewer_type = BqplotImageView
     tool_id = 'save:bqplot_plotlyimage2d'
 
-    def test_data(self):
+    def make_data(self):
         return Data(label='d1', x=arange(24).reshape((2, 3, 4)), y=ones((2, 3, 4)))
 
     def test_default(self, tmpdir):
diff --git a/glue_plotly/html_exporters/bqplot/tests/test_profile.py b/glue_plotly/html_exporters/bqplot/tests/test_profile.py
index a221d4e..ac4cbfa 100644
--- a/glue_plotly/html_exporters/bqplot/tests/test_profile.py
+++ b/glue_plotly/html_exporters/bqplot/tests/test_profile.py
@@ -16,7 +16,7 @@ class TestProfile(TestBqplotExporter):
     viewer_type = BqplotProfileView
     tool_id = 'save:bqplot_plotlyprofile'
 
-    def test_data(self):
+    def make_data(self):
         return Data(x=[40, 41, 37, 63, 78, 35, 19, 100, 35, 86, 84, 99,
                        87, 56, 2, 71, 22, 36, 10, 1, 26, 70, 45, 20, 8],
                     label='d1')
diff --git a/glue_plotly/html_exporters/bqplot/tests/test_scatter2d.py b/glue_plotly/html_exporters/bqplot/tests/test_scatter2d.py
index 66797f8..70c81a9 100644
--- a/glue_plotly/html_exporters/bqplot/tests/test_scatter2d.py
+++ b/glue_plotly/html_exporters/bqplot/tests/test_scatter2d.py
@@ -16,7 +16,7 @@ class TestScatter2D(TestBqplotExporter):
     viewer_type = BqplotScatterView
     tool_id = 'save:bqplot_plotly2d'
 
-    def test_data(self):
+    def make_data(self):
         return Data(x=[1, 2, 3], y=[4, 5, 6], z=[7, 8, 9], label='d1')
 
     def test_default(self, tmpdir):
diff --git a/tox.ini b/tox.ini
index 07132dc..315dde5 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,5 +1,5 @@
 [tox]
-envlist = py{36,37,38,39,310,311}-test
+envlist = py{38,39,310,311}-test, py311-glue{113,114,115,116,117}-test
 requires = pip >= 18.0
            setuptools >= 30.3.0
 
@@ -12,6 +12,11 @@ changedir =
 extras =
     test: test,qt,jupyter
 commands =
+    glue113: pip install glue-core==1.13.* glue-jupyter<=0.19
+    glue114: pip install glue-core==1.14.* glue-jupyter<=0.19
+    glue115: pip install glue-core==1.15.* glue-jupyter<=0.19
+    glue116: pip install glue-core==1.16.* glue-jupyter<=0.19
+    glue117: pip install glue-core==1.17.*
     test: pip freeze
     test: pytest --pyargs glue_plotly --cov glue_plotly {posargs}