Which of the following sentences is correct?
I am thinking to invest in stocks.
I am thinking investing into stocks.
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"I am thinking investing into stocks" needs a second part to make it grammatically valid. For example:
Which is contracted from "thinking that/[of] how investing...".
But, in general, there are better choices to express the same meaning.