Paying tax on profits is often required, regardless of how they are made. There are a few exceptions, such as gambling profits (in Australia) and Spread Betting (in UK). The best way to work out whether you need to pay tax or not, is to check with a licensed accountant in the location you are registered for tax.
Resources on Trading and Tax
Tax Rates Around The World
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