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I do not understand how you would determine if there is enough evidence

/in /by

I do not understand how you would determine if there is enough evidence
to show that the mean income of males is more than females at a 1% level. The income of males in each state of the United States, including the District of Columbia and Puerto Rico, is in the first table and the income of females is given in the second table.
Data of Income for Males
$42,951, $52,379, $42,544, $37,488, $49,281, $50,987, $60,705, $50,411, $66,760, $40,951, $43,902, $45,494, $41,528, $50,746, $45,183, $43,624
$43,993, $41,612, $46,313, $43,944, $56,708, $60,264, $50,053, $50,580, $40,202, $43,146, $41,635, $42,182, $41,803, $53,033, $60,568, $41,037
$50,388, $41,950, $44,660, $46,176, $41,420, $45,976, $47,956, $22,529, $48,842, $41,464, $40,285, $41,309, $43,160, $47,573, $44,057, $52,805
$53,046, $42,125, $46,214, $51,630
Data of Income for Females
$31,862, $40,550, $36,048, $30,752, $41,817, $40,236, $47,476, $40,500, $60,332, $33,823, $35,438, $37,242, $31,238, $39,150, $34,023, $33,745
$33,269, $32,684, $31,844, $34,599, $48,748, $46,185, $36,931, $40,416, $29,548, $33,865, $31,067, $33,424, $35,484, $41,021, $47,155, $32,316
$42,113, $33,459, $32,462, $35,746, $31,274, $36,027, $37,089, $22,117, $41,412, $31,330, $31,329, $33,184, $35,301, $32,843, $38,177, $40,969
$40,993, $29,688, $35,890, $34,381

 
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