In Texas, if it can go 45-50 MPH, it's not a moped... it's a motorcycle. Whole different ball of wax in terms of licensing. Electric bikes here are covered under bicycle laws, and can legally ride in bike lanes.
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Peter Wang, LCI
Houston, TX USA