In May, TD Ameritrade clients scooped up shares of Apple , Facebook and Amazon .
Amazon shares closed above $1,000 a share on Friday. They also bought shares of Ford F , AT&T and Verizon as a dividend play.
Investors dumped shares of Whole Foods and Arconic as activist investor pressure mounted.
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