The spectral analysis tool is only available for surface reflectance base maps. As per the Education and Research (E&R) program, the base map is not included.
However, you can choose the "Hosted Analysis in Explorer" option while placing the order and access them under Hosted data.
Upon downloading the image, you can perform the Hosted Analysis.
Note: You cannot download the Hosted Analysis data. It is only for view purposes.