> the BLS numbers tell a story that plumbers and electricians make almost exactly the median income that full-time, year-round workers in the US earn.

Looking at BLS wage statistics for tradesmen really won't tell you anything about the financial well-being of private small business entrepreneurs; you need to be looking at their company's financial statements---which is quite privileged data---for a meaningful idea.