diff --git a/news/2 Fixes/3925.md b/news/2 Fixes/3925.md
new file mode 100644
index 000000000000..f049ed3c003b
--- /dev/null
+++ b/news/2 Fixes/3925.md	
@@ -0,0 +1 @@
+Clean up command names for data science
\ No newline at end of file
diff --git a/package.nls.json b/package.nls.json
index f5a54ad72e82..946b7ed32a74 100644
--- a/package.nls.json
+++ b/package.nls.json
@@ -27,7 +27,7 @@
     "python.command.python.datascience.runcurrentcell.title": "Run Current Cell",
     "python.command.python.datascience.runcurrentcelladvance.title": "Run Current Cell And Advance",
     "python.command.python.datascience.runcell.title": "Run Cell",
-    "python.command.python.datascience.showhistorypane.title": "Show Python Interactive Pane",
+    "python.command.python.datascience.showhistorypane.title": "Show Python Interactive window",
     "python.command.python.datascience.selectjupyteruri.title": "Specify Jupyter server URI",
     "python.command.python.datascience.importnotebook.title": "Import Jupyter Notebook",
     "python.command.python.datascience.importnotebookonfile.title": "Import Jupyter Notebook",
@@ -97,13 +97,13 @@
     "DataScience.connectingToJupyter": "Connecting to Jupyter server",
     "Interpreters.RefreshingInterpreters": "Refreshing Python Interpreters",
     "Interpreters.LoadingInterpreters": "Loading Python Interpreters",
-    "DataScience.restartKernelMessage": "Do you want to restart the Jupter kernel? All variables will be lost.",
+    "DataScience.restartKernelMessage": "Do you want to restart the iPython kernel? All variables will be lost.",
     "DataScience.restartKernelMessageYes": "Restart",
     "DataScience.restartKernelMessageNo": "Cancel",
     "DataScienceSurveyBanner.bannerMessage": "Can you please take 2 minutes to tell us how the Python Data Science features are working for you?",
     "DataScienceSurveyBanner.bannerLabelYes": "Yes, take survey now",
     "DataScienceSurveyBanner.bannerLabelNo": "No, thanks",
-    "DataScience.restartingKernelStatus": "Restarting Jupyter Kernel",
+    "DataScience.restartingKernelStatus": "Restarting iPython Kernel",
     "DataScience.executingCode": "Executing Cell",
     "DataScience.collapseAll": "Collapse all cell inputs",
     "DataScience.expandAll": "Expand all cell inputs",
@@ -113,12 +113,12 @@
     "DataScience.redo": "Redo",
     "DataScience.clearAll": "Remove All Cells",
     "DataScience.pythonVersionHeader": "Python Version:",
-    "DataScience.pythonVersionHeaderNoPyKernel": "Python Version may not match, no ipykernel found:",
+    "DataScience.pythonVersionHeaderNoPyKernel": "Python version may not match, no ipykernel found:",
     "DataScience.pythonRestartHeader": "Restarted Kernel:",
     "Linter.InstalledButNotEnabled": "Linter {0} is installed but not enabled.",
     "Linter.replaceWithSelectedLinter": "Multiple linters are enabled in settings. Replace with '{0}'?",
-    "DataScience.jupyterSelectURILaunchLocal": "Launch local Jupyter server",
-    "DataScience.jupyterSelectURISpecifyURI": "Type in the URI for the Jupyter server",
+    "DataScience.jupyterSelectURILaunchLocal": "Launch a local Jupyter server when needed",
+    "DataScience.jupyterSelectURISpecifyURI": "Type in the URI to connect to a running Jupyter server",
     "DataScience.jupyterSelectURIPrompt": "Enter the URI of a Jupyter server",
     "DataScience.jupyterSelectURIInvalidURI": "Invalid URI specified",
     "DataScience.jupyterNotebookFailure": "Jupyter notebook failed to launch. \r\n{0}",