Is there a statistical test to test whether a time series behaves like a Brownian motion?

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simulated data

The observed data that I am dealing with is pictured above. It is generated by some mathematical algorithm (simulations) described in section 4.1.(c) in my article, here (data available in spreadsheet in my article.) I could not find any statistical test in the literature, except this one by Grzegorz Sikora (not yet published).