While this is really “your” problem, reporting a summary of the net gain/loss as miscellaneous income is one way to report this kind of high-frequency trading activity.
This summary can be downloaded from your exchange. The tax impact should be the same as short-term capital gains.
There are also numerous tax software services available where you can connect the exchange via API, and it will handle the taxation process for you.
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