Where would graphs be located in a paper arrangement? It's been over a year since I've done a paper with figures.
Do I put them after the references page or before? It is APA style

depends on who's reading them. A few possibilities if no specific comment is made about graph locations

1) Immediately following it's first mention at the end of the paragraph

2) At the end of the chapter

3) As an appendix at the end of the paper