An economist wants to determine whether the region a resident lives in is associated with education. He randomly selects 1899 residents and obtains the following data. Complete parts A and B.REGION NOT A HS GRAD HS GRAD SOME COLLEGE DEGREEDEast 81 178 104 127North 98 148 86 147South 101 178 67 141West 79 163 108 93Does the sample evidence suggest that the level of education and region are independent at the a = 0.05 level of significance?Reject Ho there is not sufficient evidence that education and region are associatedReject Ho there is sufficient evidence that education and region are associatedFail to reject Ho there is sufficient evidenceFail to reject Ho there is not sufficient evidenceB) Construct a conditional distribution by region and draw a bar graph.REGION NOT A HS GRAD HS GRAD SOME COLLEGE DEGREEDEast ?? ?? ?? ??North ?? ?? ?? ??South ?? ?? ?? ??West ?? ?? ?? ??BAR GRAPH- ?????