Use Excel to calculate the sample size for both years, confidence coefficient (95%) for both years, the margin of error for both years, and correlation coefficient for both years.  County Average Income Year County Average Income Year Adams $42,944 2014 Adams $51,500 2018 Allen $48,795 2014 Allen $51,300 2018 Bartholomew $53,475 2014 Bartholomew $59,800 2018 Benton $48,692 2014 Benton $47,200 2018 Blackford $38,927 2014 Blackford $42,600 2018 Boone $69,919 2014 Boone $80,600 2018 Brown $49,837 2014 Brown $56,300 2018 Carroll $51,038 2014 Carroll $55,700 2018 Cass $40,809 2014 Cass $46,300 2018 Clark $49,164 2014 Clark $51,800 2018 Clay $44,230 2014 Clay $50,200 2018 Clinton $47,748 2014 Clinton $53,900 2018 Crawford $39,534 2014 Crawford $46,200 2018 Daviess $44,689 2014 Daviess $49,200 2018 Dearborn $57,465 2014 Dearborn $63,900 2018 Decatur $47,387 2014 Decatur $52,000 2018 DeKalb $48,116 2014 DeKalb $52,600 2018 Delaware $37,339 2014 Delaware $41,400 2018 Dubois $53,814 2014 Dubois $62,900 2018 Elkhart $45,806 2014 Elkhart $54,600 2018 Fayette $39,998 2014 Fayette $44,700 2018 Floyd $53,367 2014 Floyd $58,700 2018 Fountain $47,905 2014 Fountain $43,600 2018 Franklin $45,992 2014 Franklin $57,700 2018 Fulton $44,300 2014 Fulton $46,700 2018 Gibson $49,320 2014 Gibson $54,700 2018 Grant $39,151 2014 Grant $40,200 2018 Greene $42,684 2014 Greene $46,000 2018 Hamilton $88,429 2014 Hamilton $92,400 2018 Hancock $66,131 2014 Hancock $70,700 2018 Harrison $50,704 2014 Harrison $57,600 2018 Hendricks $70,886 2014 Hendricks $78,500 2018 Henry $41,565 2014 Henry $45,400 2018 Howard $42,148 2014 Howard $49,200 2018 Huntington $43,552 2014 Huntington $50,100 2018 Jackson $46,573 2014 Jackson $51,900 2018 Jasper $54,092 2014 Jasper $56,000 2018 Jay $42,410 2014 Jay $46,900 2018 Jefferson $43,104 2014 Jefferson $51,500 2018 Jennings $46,023 2014 Jennings $50,400 2018 Johnson $61,671 2014 Johnson $67,200 2018 Knox $41,356 2014 Knox $43,900 2018 Kosciusko $50,153 2014 Kosciusko $56,000 2018 LaGrange $47,870 2014 LaGrange $60,400 2018 Lake $48,015 2014 Lake $53,600 2018 LaPorte $46,127 2014 LaPorte $52,800 2018 Lawrence $39,447 2014 Lawrence $48,000 2018 Madison $42,707 2014 Madison $45,900 2018 Marion $41,586 2014 Marion $45,300 2018 Marshall $46,129 2014 Marshall $53,800 2018 Martin $44,597 2014 Martin $51,000 2018 Miami $43,608 2014 Miami $47,700 2018 Monroe $39,309 2014 Monroe $44,400 2018 Montgomery $45,404 2014 Montgomery $51,500 2018 Morgan $52,886 2014 Morgan $60,500 2018 Newton $50,129 2014 Newton $51,200 2018 Noble $44,192 2014 Noble $52,300 2018 Ohio $49,301 2014 Ohio $54,400 2018 Orange $38,651 2014 Orange $41,100 2018 Owen $41,106 2014 Owen $46,100 2018 Parke $41,311 2014 Parke $47,600 2018 Perry $42,942 2014 Perry $48,900 2018 Pike $44,977 2014 Pike $49,600 2018 Porter $63,879 2014 Porter $67,300 2018 Posey $61,587 2014 Posey $61,600 2018 Pulaski $41,818 2014 Pulaski $47,200 2018 Putnam $47,161 2014 Putnam $50,900 2018 Randolph $40,656 2014 Randolph $46,800 2018 Ripley $48,227 2014 Ripley $55,100 2018 Rush $44,979 2014 Rush $50,400 2018 Scott $40,299 2014 Scott $47,700 2018 Shelby $49,965 2014 Shelby $53,000 2018 Spencer $55,824 2014 Spencer $58,200 2018 St. Joseph $45,248 2014 St. Joseph $49,000 2018 Starke $41,700 2014 Starke $46,600 2018 Steuben $46,412 2014 Steuben $54,100 2018 Sullivan $41,223 2014 Sullivan $46,700 2018 Switzerland $42,497 2014 Switzerland $45,300 2018 Tippecanoe $43,529 2014 Tippecanoe $51,400 2018 Tipton $53,917 2014 Tipton $60,800 2018 Union $44,796 2014 Union $46,900 2018 Vanderburgh $41,784 2014 Vanderburgh $46,800 2018 Vermillion $42,709 2014 Vermillion $51,400 2018 Vigo $40,091 2014 Vigo $43,600 2018 Wabash $45,849 2014 Wabash $51,600 2018 Warren $53,781 2014 Warren $55,500 2018 Warrick $60,551 2014 Warrick $65,800 2018 Washington $41,598 2014 Washington $48,900 2018 Wayne $35,220 2014 Wayne $43,000 2018 Wells $49,264 2014 Wells $56,100 2018 White $48,274 2014 White $47,400 2018 Whitley $52,081 2014 Whitley $54,900 2018

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Use Excel to calculate the sample size for both years, confidence coefficient (95%) for both years, the margin of error for both years, and correlation coefficient for both years. 

County Average Income Year County Average Income Year
Adams $42,944 2014 Adams $51,500 2018
Allen $48,795 2014 Allen $51,300 2018
Bartholomew $53,475 2014 Bartholomew $59,800 2018
Benton $48,692 2014 Benton $47,200 2018
Blackford $38,927 2014 Blackford $42,600 2018
Boone $69,919 2014 Boone $80,600 2018
Brown $49,837 2014 Brown $56,300 2018
Carroll $51,038 2014 Carroll $55,700 2018
Cass $40,809 2014 Cass $46,300 2018
Clark $49,164 2014 Clark $51,800 2018
Clay $44,230 2014 Clay $50,200 2018
Clinton $47,748 2014 Clinton $53,900 2018
Crawford $39,534 2014 Crawford $46,200 2018
Daviess $44,689 2014 Daviess $49,200 2018
Dearborn $57,465 2014 Dearborn $63,900 2018
Decatur $47,387 2014 Decatur $52,000 2018
DeKalb $48,116 2014 DeKalb $52,600 2018
Delaware $37,339 2014 Delaware $41,400 2018
Dubois $53,814 2014 Dubois $62,900 2018
Elkhart $45,806 2014 Elkhart $54,600 2018
Fayette $39,998 2014 Fayette $44,700 2018
Floyd $53,367 2014 Floyd $58,700 2018
Fountain $47,905 2014 Fountain $43,600 2018
Franklin $45,992 2014 Franklin $57,700 2018
Fulton $44,300 2014 Fulton $46,700 2018
Gibson $49,320 2014 Gibson $54,700 2018
Grant $39,151 2014 Grant $40,200 2018
Greene $42,684 2014 Greene $46,000 2018
Hamilton $88,429 2014 Hamilton $92,400 2018
Hancock $66,131 2014 Hancock $70,700 2018
Harrison $50,704 2014 Harrison $57,600 2018
Hendricks $70,886 2014 Hendricks $78,500 2018
Henry $41,565 2014 Henry $45,400 2018
Howard $42,148 2014 Howard $49,200 2018
Huntington $43,552 2014 Huntington $50,100 2018
Jackson $46,573 2014 Jackson $51,900 2018
Jasper $54,092 2014 Jasper $56,000 2018
Jay $42,410 2014 Jay $46,900 2018
Jefferson $43,104 2014 Jefferson $51,500 2018
Jennings $46,023 2014 Jennings $50,400 2018
Johnson $61,671 2014 Johnson $67,200 2018
Knox $41,356 2014 Knox $43,900 2018
Kosciusko $50,153 2014 Kosciusko $56,000 2018
LaGrange $47,870 2014 LaGrange $60,400 2018
Lake $48,015 2014 Lake $53,600 2018
LaPorte $46,127 2014 LaPorte $52,800 2018
Lawrence $39,447 2014 Lawrence $48,000 2018
Madison $42,707 2014 Madison $45,900 2018
Marion $41,586 2014 Marion $45,300 2018
Marshall $46,129 2014 Marshall $53,800 2018
Martin $44,597 2014 Martin $51,000 2018
Miami $43,608 2014 Miami $47,700 2018
Monroe $39,309 2014 Monroe $44,400 2018
Montgomery $45,404 2014 Montgomery $51,500 2018
Morgan $52,886 2014 Morgan $60,500 2018
Newton $50,129 2014 Newton $51,200 2018
Noble $44,192 2014 Noble $52,300 2018
Ohio $49,301 2014 Ohio $54,400 2018
Orange $38,651 2014 Orange $41,100 2018
Owen $41,106 2014 Owen $46,100 2018
Parke $41,311 2014 Parke $47,600 2018
Perry $42,942 2014 Perry $48,900 2018
Pike $44,977 2014 Pike $49,600 2018
Porter $63,879 2014 Porter $67,300 2018
Posey $61,587 2014 Posey $61,600 2018
Pulaski $41,818 2014 Pulaski $47,200 2018
Putnam $47,161 2014 Putnam $50,900 2018
Randolph $40,656 2014 Randolph $46,800 2018
Ripley $48,227 2014 Ripley $55,100 2018
Rush $44,979 2014 Rush $50,400 2018
Scott $40,299 2014 Scott $47,700 2018
Shelby $49,965 2014 Shelby $53,000 2018
Spencer $55,824 2014 Spencer $58,200 2018
St. Joseph $45,248 2014 St. Joseph $49,000 2018
Starke $41,700 2014 Starke $46,600 2018
Steuben $46,412 2014 Steuben $54,100 2018
Sullivan $41,223 2014 Sullivan $46,700 2018
Switzerland $42,497 2014 Switzerland $45,300 2018
Tippecanoe $43,529 2014 Tippecanoe $51,400 2018
Tipton $53,917 2014 Tipton $60,800 2018
Union $44,796 2014 Union $46,900 2018
Vanderburgh $41,784 2014 Vanderburgh $46,800 2018
Vermillion $42,709 2014 Vermillion $51,400 2018
Vigo $40,091 2014 Vigo $43,600 2018
Wabash $45,849 2014 Wabash $51,600 2018
Warren $53,781 2014 Warren $55,500 2018
Warrick $60,551 2014 Warrick $65,800 2018
Washington $41,598 2014 Washington $48,900 2018
Wayne $35,220 2014 Wayne $43,000 2018
Wells $49,264 2014 Wells $56,100 2018
White $48,274 2014 White $47,400 2018
Whitley $52,081 2014 Whitley $54,900 2018
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