Not quite: have a look at these charts [0]. I believe that such a massive disparity in arrest rates between blacks and whites cannot be explained just by economic factors.
[0] https://www.washingtonpost.com/news/wonk/wp/2013/06/04/the-b...
[0] https://www.washingtonpost.com/news/wonk/wp/2013/06/04/the-b...
It would be interesting to see the figures for other types of arrest.