Your research question: Are there differences in the average agreement with gay individuals having the right to marry one an
Your research question: Are there differences in the average agreement with gay individuals having the right to marry one another among people who were interviewed in different geographic regions of the United States?
Select and report the inferential statistical test contextualized in the research question.
Provide the alpha value and use it to determine the significance of your test.
Report the results in APA format, including statistic value with degree of freedom, p value, and effect size.
Report the values necessary to interpret the findings and identify the pattern of relationship (for example, slope for regression and means for ANOVA).
Connect the statistical findings back to the research question and conceptual variables. Propose an actionable item that uses the results of your findings relevant to the research question.
Provide the output from your data analysis (using the Analysis ToolPak) as a screenshot or picture.
Write your analysis summary report in the space below using the criteria listed above this template.
Project 2 Data_1
id | year | contemp | marhomo |
948 | 1988 | 50 | 1 |
919 | 1988 | 40 | 2 |
416 | 1988 | 60 | 2 |
1464 | 1988 | 60 | 1 |
1206 | 1988 | 60 | 1 |
822 | 1988 | 60 | 2 |
431 | 1988 | 50 | 4 |
539 | 1988 | 70 | 1 |
596 | 1988 | 85 | 1 |
1130 | 1988 | 40 | 1 |
854 | 1988 | 85 | 1 |
1413 | 1988 | 60 | 1 |
378 | 1988 | 85 | 1 |
1104 | 1988 | 50 | 2 |
257 | 1988 | 50 | 2 |
898 | 1988 | 50 | 2 |
790 | 1988 | 50 | 3 |
66 | 1988 | 30 | 1 |
852 | 1988 | 60 | 1 |
1152 | 1988 | 70 | 4 |
91 | 1988 | 70 | 1 |
1347 | 1988 | 40 | 1 |
1009 | 1988 | 60 | 1 |
531 | 1988 | 60 | 2 |
913 | 1988 | 15 | 4 |
316 | 1988 | 50 | 1 |
337 | 1988 | 15 | 2 |
248 | 1988 | 50 | 1 |
345 | 1988 | 50 | 2 |
949 | 1988 | 15 | 1 |
1440 | 1988 | 30 | 2 |
826 | 1988 | 50 | 1 |
768 | 1988 | 60 | 2 |
1114 | 1988 | 50 | 4 |
286 | 1988 | 40 | 3 |
1281 | 1988 | 70 | 2 |
729 | 1988 | 70 | 1 |
1314 | 1988 | 30 | 1 |
1425 | 1988 | 60 | 2 |
538 | 1988 | 40 | 2 |
866 | 1988 | 85 | 1 |
1357 | 1988 | 60 | 2 |
1441 | 1988 | 15 | 1 |
730 | 1988 | 85 | 2 |
144 | 1988 | 30 | 2 |
1232 | 1988 | 60 | 2 |
1050 | 1988 | 50 | 1 |
1162 | 1988 | 50 | 1 |
717 | 1988 | 75 | 4 |
1403 | 1988 | 50 | 3 |
281 | 1988 | 60 | 1 |
928 | 1988 | 70 | 1 |
916 | 1988 | 70 | 4 |
472 | 1988 | 85 | 1 |
833 | 1988 | 50 | 1 |
211 | 1988 | 50 | 2 |
180 | 1988 | 30 | 4 |
987 | 1988 | 60 | 4 |
139 | 1988 | 60 | 3 |
614 | 1988 | 50 | 1 |
669 | 1988 | 50 | 2 |
116 | 1988 | 50 | 2 |
314 | 1988 | 50 | 1 |
952 | 1988 | 85 | 5 |
240 | 1988 | 50 | 1 |
459 | 1988 | 40 | 1 |
762 | 1988 | 50 | 2 |
1116 | 1988 | 85 | 1 |
121 | 1988 | 30 | 1 |
423 | 1988 | 60 | 1 |
1390 | 1988 | 60 | 1 |
95 | 1988 | 60 | 3 |
196 | 1988 | 50 | 1 |
846 | 1988 | 85 | 1 |
1422 | 1988 | 60 | 2 |
1323 | 1988 | 50 | 1 |
594 | 1988 | 85 | 1 |
647 | 1988 | 40 | 1 |
28 | 1988 | 30 | 2 |
1056 | 1988 | 85 | 1 |
885 | 1988 | 40 | 2 |
847 | 1988 | 50 | 1 |
844 | 1988 | 60 | 2 |
1185 | 1988 | 85 | 2 |
1384 | 1988 | 85 | 1 |
1133 | 1988 | 70 | 3 |
312 | 1988 | 85 | 2 |
1037 | 1988 | 70 | 1 |
267 | 1988 | 30 | 4 |
254 | 1988 | 50 | 2 |
1147 | 1988 | 40 | 1 |
15 | 1988 | 40 | 1 |
932 | 1988 | 70 | 1 |
795 | 1988 | 50 | 1 |
727 | 1988 | 50 | 1 |
1443 | 1988 | 70 | 3 |
214 | 1988 | 40 | 4 |
848 | 1988 | 100 | 1 |
122 | 1988 | 60 | 3 |
1196 | 1988 | 60 | 4 |
1100 | 1988 | 50 | 4 |
809 | 1988 | 50 | 2 |
1458 | 1988 | 50 | 3 |
37 | 1988 | 60 | 2 |
1054 | 1988 | 50 | 2 |
601 | 1988 | 50 | 1 |
796 | 1988 | 30 | 3 |
396 | 1988 | 75 | 3 |
1375 | 1988 | 40 | 1 |
701 | 1988 | 30 | 2 |
1040 | 1988 | 70 | 1 |
643 | 1988 | 50 | 3 |
937 | 1988 | 60 | 1 |
757 | 1988 | 70 | 3 |
315 | 1988 | 35 | 2 |
665 | 1988 | 70 | 2 |
1013 | 1988 | 70 | 1 |
607 | 1988 | 60 | 3 |
1119 | 1988 | 70 | 1 |
16 | 1988 | 40 | 1 |
408 | 1988 | 70 | 4 |
1337 | 1988 | 50 | 2 |
1453 | 1988 | 60 | 3 |
828 | 1988 | 40 | 5 |
494 | 1988 | 70 | 3 |
1230 | 1988 | 50 | 2 |
487 | 1988 | 15 | 1 |
1111 | 1988 | 40 | 3 |
433 | 1988 | 60 | 2 |
445 | 1988 | 40 | 2 |
1015 | 1988 | 70 | 1 |
632 | 1988 | 70 | 2 |
138 | 1988 | 70 | 1 |
1077 | 1988 | 50 | 1 |
998 | 1988 | 70 | 3 |
47 | 1988 | 60 | 2 |
492 | 1988 | 70 | 1 |
382 | 1988 | 50 | 4 |
592 | 1988 | 70 | 4 |
455 | 1988 | 50 | 5 |
907 | 1988 | 70 | 2 |
1421 | 1988 | 50 | 1 |
1463 | 1988 | 85 | 1 |
19 | 1988 | 60 | 3 |
1312 | 1988 | 100 | 2 |
621 | 1988 | 60 | 1 |
821 | 1988 | 50 | 1 |
368 | 1988 | 50 | 1 |
406 | 1988 | 60 | 5 |
617 | 1988 | 70 | 1 |
283 | 1988 | 50 | 1 |
504 | 1988 | 70 | 4 |
140 | 1988 | 50 | 3 |
842 | 1988 | 50 | 1 |
1164 | 1988 | 85 | 1 |
543 | 1988 | 70 | 2 |
1461 | 1988 | 40 | 4 |
1288 | 1988 | 70 | 2 |
260 | 1988 | 70 | 2 |
1264 | 1988 | 50 | 2 |
364 | 1988 | 70 | 2 |
1033 | 1988 | 50 | 1 |
725 | 1988 | 50 | 2 |
909 | 1988 | 15 | 1 |
137 | 1988 | 60 | 1 |
1080 | 1988 | 50 | 4 |
558 | 1988 | 85 | 1 |
1003 | 1988 | 70 | 3 |
302 | 1988 | 20 | 5 |
1442 | 1988 | 60 | 1 |
1141 | 1988 | 60 | 2 |
779 | 1988 | 50 | 1 |
629 | 1988 | 60 | 1 |
205 | 1988 | 70 | 2 |
1308 | 1988 | 85 | 2 |
972 | 1988 | 60 | 2 |
1418 | 1988 | 50 | 1 |
329 | 1988 | 50 | 1 |
439 | 1988 | 70 | 1 |
307 | 1988 | 85 | 1 |
853 | 1988 | 60 | 2 |
481 | 1988 | 50 | 2 |
867 | 1988 | 60 | 1 |
219 | 1988 | 60 | 1 |
1345 | 1988 | 50 | 1 |
1021 | 1988 | 30 | 1 |
17 | 1988 | 50 | 2 |
512 | 1988 | 85 | 2 |
1247 | 1988 | 50 | 4 |
1367 | 1988 | 50 | 1 |
1010 | 1988 | 85 | 1 |
759 | 1988 | 40 | 1 |
1158 | 1988 | 70 | 1 |
863 | 1988 | 15 | 1 |
23 | 1988 | 50 | 3 |
1473 | 1988 | 75 | 1 |
326 | 1988 | 50 | 1 |
253 | 1988 | 60 | 1 |
969 | 1988 | 50 | 1 |
143 | 1988 | 50 | 3 |
840 | 1988 | 60 | 1 |
718 | 1988 | 60 | 1 |
722 | 1988 | 100 | 1 |
48 | 1988 | 90 | 4 |
568 | 1988 | 60 | 2 |
1028 | 1988 | 50 | 3 |
1378 | 1988 | 70 | 2 |
343 | 1988 | 70 | 1 |
152 | 1988 | 40 | 1 |
1450 | 1988 | 70 | 1 |
956 | 1988 | 40 | 4 |
1368 | 1988 | 90 | 1 |
1331 | 1988 | 60 | 1 |
549 | 1988 | 60 | 4 |
1322 | 1988 | 60 | 2 |
991 | 1988 | 50 | 1 |
528 | 1988 | 50 | 4 |
1120 | 1988 | 15 | 3 |
1437 | 1988 | 30 | 1 |
1388 | 1988 | 50 | 3 |
1055 | 1988 | 50 | 1 |
158 | 1988 | 30 | 3 |
207 | 1988 | 60 | 2 |
352 | 1988 | 50 | 2 |
1068 | 1988 | 30 | 4 |
243 | 1988 | 50 | 2 |
1019 | 1988 | 50 | 2 |
1376 | 1988 | 70 | 1 |
1248 | 1988 | 40 | 4 |
1260 | 1988 | 50 | 5 |
1038 | 1988 | 20 | 5 |
963 | 1988 | 60 | 3 |
689 | 1988 | 100 | 1 |
226 | 1988 | 70 | 1 |
1445 | 1988 | 60 | 1 |
440 | 1988 | 50 | 2 |
1446 | 1988 | 70 | 3 |
1173 | 1988 | 100 | 1 |
200 | 1988 | 50 | 1 |
1399 | 1988 | 40 | 1 |
1024 | 1988 | 50 | 1 |
555 | 1988 | 85 | 3 |
652 | 1988 | 50 | 4 |
1031 | 1988 | 85 | 1 |
666 | 1988 | 50 | 1 |
101 | 1988 | 60 | 3 |
1166 | 1988 | 85 | 1 |
860 | 1988 | 60 | 1 |
772 | 1988 | 50 | 1 |
471 | 1988 | 70 | 2 |
206 | 1988 | 70 | 2 |
1405 | 1988 | 40 | 1 |
743 | 1988 | 85 | 1 |
966 | 1988 | 85 | 1 |
109 | 1988 | 0 | 2 |
1078 | 1988 | 60 | 3 |
1436 | 1988 | 70 | 1 |
1216 | 1988 | 50 | 1 |
585 | 1988 | 60 | 1 |
1062 | 1988 | 50 | 1 |
1286 | 1988 | 50 | 2 |
1221 | 1988 | 50 | 1 |
33 | 1988 | 50 | 5 |
1349 | 1988 | 60 | 1 |
100 | 1988 | 15 | 4 |
218 | 1988 | 40 | 3 |
1460 | 1988 | 70 | 3 |
1290 | 1988 | 50 | 2 |
520 | 1988 | 60 | 3 |
1107 | 1988 | 50 | 2 |
1088 | 1988 | 70 | 2 |
723 | 1988 | 85 | 1 |
1392 | 1988 | 40 | 3 |
675 | 1988 | 60 | 2 |
220 | 1988 | 50 | 1 |
335 | 1988 | 50 | 1 |
557 | 1988 | 60 | 4 |
726 | 1988 | 85 | 1 |
1410 | 1988 | 70 | 3 |
1086 | 1988 | 70 | 1 |
350 | 1988 | 50 | 1 |
641 | 1988 | 50 | 2 |
1342 | 1988 | 0 | 1 |
696 | 1988 | 0 | 4 |
1093 | 1988 | 70 | 1 |
1355 | 1988 | 50 | 2 |
426 | 1988 | 75 | 1 |
1371 | 1988 | 60 | 3 |
323 | 1988 | 60 | 4 |
145 | 1988 | 50 | 2 |
Project 2 Data_2
region (columns) | Northeast | South | Midwest | West |
marhomo | 4 | 1 | 1 | 3 |
1 | 1 | 2 | 3 | |
1 | 1 | 2 | 1 | |
2 | 2 | 1 | 1 | |
1 | 1 | 1 | 1 | |
2 | 3 | 2 | 1 | |
2 | 1 | 1 | 2 | |
3 | 1 | 2 | 2 | |
1 | 1 | 2 | 2 | |
2 | 2 | 2 | 1 | |
5 | 1 | 2 | 1 | |
3 | 1 | 1 | 2 | |
2 | 1 | 4 | 1 | |
1 | 2 | 2 | 1 | |
3 | 1 | 1 | 1 | |
2 | 1 | 3 | 2 | |
5 | 1 | 4 | 3 | |
3 | 1 | 1 | 1 | |
4 | 2 | 2 | 1 | |
1 | 1 | 1 | 1 | |
3 | 1 | 1 | 4 | |
3 | 4 | 1 | 1 | |
1 | 1 | 1 | 1 | |
5 | 1 | 2 | 1 | |
3 | 1 | 2 | 3 | |
2 | 4 | 3 | 1 | |
1 | 4 | 1 | 3 | |
1 | 3 | 1 | 2 | |
3 | 1 | 1 | 1 | |
3 | 3 | 3 | 3 | |
5 | 2 | 1 | 1 | |
3 | 1 | 1 | 4 | |
1 | 1 | 1 | 3 | |
2 | 3 | 1 | 2 | |
4 | 3 | 1 | 3 | |
1 | 1 | 4 | 2 | |
1 | 1 | 1 | 1 | |
1 | 3 | 3 | 2 | |
1 | 3 | 2 | 2 | |
2 | 1 | 3 | 1 | |
3 | 4 | 1 | 3 | |
1 | 3 | 2 | 3 | |
2 | 4 | 3 | 2 | |
2 | 2 | 4 | 1 | |
1 | 1 | 5 | 2 | |
2 | 2 | 1 | 2 | |
1 | 1 | 1 | 1 | |
1 | 1 | 1 | 4 | |
2 | 1 | 2 | 1 | |
3 | 1 | 1 | 2 | |
1 | 1 | 1 | 1 | |
1 | 2 | 2 | 2 | |
1 | 1 | 2 | 2 | |
2 | 2 | 4 | 1 | |
1 | 1 | 2 | 1 | |
3 | 4 | 1 | 3 | |
2 | 2 | |||
1 | 1 | |||
1 | 3 | |||
2 | 5 | |||
1 | 2 | |||
2 | 1 | |||
2 | 2 | |||
3 | 1 | |||
4 | 4 | |||
5 | 1 | |||
2 | 1 | |||
2 | 1 | |||
1 | 2 | |||
1 | 1 | |||
1 | 3 | |||
1 | 2 | |||
2 | 1 | |||
3 | 2 | |||
1 | 2 | |||
3 | 4 | |||
1 | 5 | |||
1 | 2 | |||
1 | 1 | |||
1 | 1 | |||
1 | ||||
2 | ||||
1 | ||||
1 | ||||
3 | ||||
1 | ||||
1 | ||||
2 | ||||
1 | ||||
2 | ||||
2 | ||||
4 | ||||
1 | ||||
2 | ||||
1 | ||||
4 |
Project 2 Data_3
id | year | libtemp | marhomo |
948 | 1988 | 50 | 1 |
919 | 1988 | 40 | 2 |
416 | 1988 | 50 | 2 |
1464 | 1988 | 40 | 1 |
1206 | 1988 | 60 | 1 |
822 | 1988 | 50 | 2 |
431 | 1988 | 50 | 4 |
539 | 1988 | 85 | 1 |
596 | 1988 | 50 | 1 |
1130 | 1988 | 70 | 1 |
854 | 1988 | 40 | 1 |
1413 | 1988 | 40 | 1 |
378 | 1988 | 60 | 1 |
1104 | 1988 | 30 | 2 |
257 | 1988 | 50 | 2 |
898 | 1988 | 85 | 2 |
790 | 1988 | 50 | 3 |
66 | 1988 | 30 | 1 |
852 | 1988 | 60 | 1 |
1152 | 1988 | 50 | 4 |
91 | 1988 | 60 | 1 |
1347 | 1988 | 25 | 1 |
1009 | 1988 | 70 | 1 |
531 | 1988 | 60 | 2 |
913 | 1988 | 85 | 4 |
316 | 1988 | 70 | 1 |
337 | 1988 | 85 | 2 |
248 | 1988 | 70 | 1 |
345 | 1988 | 50 | 2 |
949 | 1988 | 85 | 1 |
1440 | 1988 | 85 | 2 |
826 | 1988 | 70 | 1 |
768 | 1988 | 50 | 2 |
1114 | 1988 | 70 | 4 |
286 | 1988 | 70 | 3 |
1281 | 1988 | 100 | 2 |
729 | 1988 | 50 | 1 |
1314 | 1988 | 30 | 1 |
1425 | 1988 | 85 | 2 |
538 | 1988 | 70 | 2 |
866 | 1988 | 85 | 1 |
1357 | 1988 | 50 | 2 |
1441 | 1988 | 50 | 1 |
730 | 1988 | 100 | 2 |
144 | 1988 | 50 | 2 |
1232 | 1988 | 60 | 2 |
1050 | 1988 | 30 | 1 |
1162 | 1988 | 50 | 1 |
717 | 1988 | 75 | 4 |
1403 | 1988 | 50 | 3 |
281 | 1988 | 50 | 1 |
928 | 1988 | 30 | 1 |
916 | 1988 | 70 | 4 |
472 | 1988 | 70 | 1 |
833 | 1988 | 40 | 1 |
211 | 1988 | 50 | 2 |
180 | 1988 | 70 | 4 |
987 | 1988 | 70 | 4 |
139 | 1988 | 60 | 3 |
614 | 1988 | 50 | 1 |
669 | 1988 | 30 | 2 |
116 | 1988 | 30 | 2 |
314 | 1988 | 50 | 1 |
952 | 1988 | 85 | 5 |
240 | 1988 | 50 | 1 |
459 | 1988 | 75 | 1 |
762 | 1988 | 70 | 2 |
1116 | 1988 | 40 | 1 |
121 | 1988 | 90 | 1 |
423 | 1988 | 50 | 1 |
1390 | 1988 | 60 | 1 |
95 | 1988 | 60 | 3 |
196 | 1988 | 50 | 1 |
846 | 1988 | 40 | 1 |
1422 | 1988 | 60 | 2 |
1323 | 1988 | 50 | 1 |
594 | 1988 | 40 | 1 |
647 | 1988 | 40 | 1 |
28 | 1988 | 75 | 2 |
1056 | 1988 | 30 | 1 |
885 | 1988 | 40 | 2 |
847 | 1988 | 50 | 1 |
844 | 1988 | 70 | 2 |
1185 | 1988 | 70 | 2 |
1384 | 1988 | 60 | 1 |
1133 | 1988 | 30 | 3 |
312 | 1988 | 70 | 2 |
1037 | 1988 | 50 | 1 |
267 | 1988 | 50 | 4 |
254 | 1988 | 50 | 2 |
1147 | 1988 | 40 | 1 |
15 | 1988 | 50 | 1 |
932 | 1988 | 40 | 1 |
795 | 1988 | 100 | 1 |
727 | 1988 | 50 | 1 |
1443 | 1988 | 70 | 3 |
214 | 1988 | 70 | 4 |
848 | 1988 | 85 | 1 |
122 | 1988 | 70 | 3 |
1196 | 1988 | 40 | 4 |
1100 | 1988 | 100 | 4 |
809 | 1988 | 50 | 2 |
1458 | 1988 | 50 | 3 |
37 | 1988 | 50 | 2 |
1054 | 1988 | 50 | 2 |
601 | 1988 | 50 | 1 |
796 | 1988 | 30 | 3 |
396 | 1988 | 40 | 3 |
1375 | 1988 | 50 | 1 |
701 | 1988 | 0 | 2 |
1040 | 1988 | 50 | 1 |
643 | 1988 | 50 | 3 |
937 | 1988 | 70 | 1 |
757 | 1988 | 30 | 3 |
315 | 1988 | 35 | 2 |
665 | 1988 | 60 | 2 |
1013 | 1988 | 85 | 1 |
607 | 1988 | 70 | 3 |
1119 | 1988 | 50 | 1 |
16 | 1988 | 60 | 1 |
408 | 1988 | 60 | 4 |
1337 | 1988 | 50 | 2 |
1453 | 1988 | 70 | 3 |
828 | 1988 | 60 | 5 |
494 | 1988 | 85 | 3 |
1230 | 1988 | 50 | 2 |
487 | 1988 | 100 | 1 |
1111 | 1988 | 40 | 3 |
433 | 1988 | 50 | 2 |
445 | 1988 | 80 | 2 |
1015 | 1988 | 0 | 1 |
632 | 1988 | 60 | 2 |
138 | 1988 | 30 | 1 |
1077 | 1988 | 50 | 1 |
998 | 1988 | 30 | 3 |
47 | 1988 | 60 | 2 |
492 | 1988 | 15 | 1 |
382 | 1988 | 50 | 4 |
592 | 1988 | 50 | 4 |
455 | 1988 | 50 | 5 |
907 | 1988 | 100 | 2 |
1421 | 1988 | 50 | 1 |
1463 | 1988 | 0 | 1 |
19 | 1988 | 40 | 3 |
1312 | 1988 | 50 | 2 |
621 | 1988 | 40 | 1 |