Spatial data shows specific location of geographic phenomena in terms of coordinate whilst attribute data is non-spatial in that it does use coordinates but show what is on a point, line and polygon.
Both forms are possible. Here is a link that helped me to answer this question http:/grammar.quickanddirtytips.com/is-data-singular-or-plural.aspx
Start over.