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.

How to Make a Legend Box Bigger in Excel. A legend box in an Excel chart lists the chart's data series. It specifies each series' name and the color of its marker on the chart. When you try to ...