When you want to remove the gridlines from your Microsoft Excel worksheet, update the page layout. Your worksheet options include removing these vertical and horizontal guides from view and also ...

While Excel includes a legend automatically when you create the scatter plot, there are a number of ways to delete it; if your legend is missing you can get it back through the "Layout" tab.