Hello, this is a SPSS Assignment question, please utilize the dataset provided at end to answer below questions:

Correlation

1. Select 3 variables to explore their relationship. Develop a brief rationalization for variable selection.
2. Run a correlation on these variables.
3. Explain the results of each possible relationship among the 3 variables. Include notation if results are significant and comment on the strength of the relationship.

Regression

1. Develop a research question that includes a Dependent Variable and at least 2 Independent Variables.
2. What are the Independent and Dependent Variables?
3. Run Assumption tests for Linearity, Normality and Homoscedasticity. How does each look?
4. Run a Linear Regression and report on the following:
   • What are the results of the ANOVA table? What does it mean?
   • What are the results of the Model Summary Table? What does this mean?
   • What are the results of the Coefficients table? What is the final result? (Hint: use notation).

Adverts (Advertsing Budget (Thousands of Pounds)	Sales(Album Sales (Thousands))	Airplay(No. of plays on Radio)	Attract (Attractiveness of Band)
10.26	330	43	10
985.69	120	28	7
1445.56	360	35	7
1188.19	270	33	7
574.51	220	44	5
568.95	170	19	5
471.81	70	20	1
537.35	210	22	9
514.07	200	21	7
174.09	300	40	7
1720.81	290	32	7
611.48	70	20	2
251.19	150	24	8
97.97	190	38	6
406.81	240	24	7
265.40	100	25	5
1323.29	250	35	5
196.65	210	36	8
1326.60	280	27	8
1380.69	230	33	8
792.35	210	33	7
957.17	230	28	6
1789.66	320	30	9
656.14	210	34	7
613.70	230	49	7
313.36	250	40	8
336.51	60	20	4
1544.90	330	42	7
68.95	150	35	8
785.69	150	8	6
125.63	180	49	7
377.93	80	19	8
217.99	180	42	6
759.86	130	6	7
1163.44	320	36	6
842.96	280	32	7
125.18	200	28	6
236.60	130	25	8
669.81	190	34	8
612.23	150	21	6
922.02	230	34	7
50.00	310	63	7
2000.00	340	31	7
1054.03	240	25	7
385.05	180	42	7
1507.97	220	37	7
102.57	40	25	8
204.57	190	26	7
1170.92	290	39	7
689.55	340	46	7
784.22	250	36	6
405.91	190	12	4
179.78	120	2	8
607.26	230	29	8
1542.33	190	33	8
1112.47	210	28	7
856.99	170	10	6
836.33	310	38	7
236.91	90	19	4
1077.86	140	13	6
579.32	300	30	7
1500.00	340	38	8
731.36	170	22	8
25.69	100	23	6
391.75	200	22	9
234.00	80	20	7
275.70	100	18	6
56.90	70	37	7
255.12	50	16	8
566.50	240	32	8
102.57	160	26	5
250.57	290	53	9
68.59	140	28	7
642.79	210	32	7
1500.00	300	24	7
102.56	230	37	6
756.98	280	30	8
51.23	160	19	7
644.15	200	47	6
15.31	110	22	5
243.24	110	10	8
256.89	70	1	4
22.46	100	1	6
45.69	190	39	6
724.94	70	8	5
1126.46	360	38	7
1985.12	360	35	5
1837.52	300	40	5
135.99	120	22	7
237.70	150	27	8
976.64	220	31	6
1452.69	280	19	7
1600.00	300	24	9
268.60	140	1	7
900.89	290	38	8
982.06	180	26	6
201.36	140	11	6
746.02	210	34	6
1132.88	250	55	7
1000.00	250	5	7
75.90	120	34	6
1351.25	290	37	9
202.71	60	13	8
365.99	140	23	6
305.27	290	54	6
263.27	160	18	7
513.69	100	2	7
152.61	160	11	6
35.99	150	30	8
102.57	140	22	7
215.37	230	36	6
426.78	230	37	8
507.77	30	9	3
233.29	80	2	7
1035.43	190	12	8
102.64	90	5	9
526.14	120	14	7
624.54	150	20	5
912.35	230	57	6
215.99	150	19	8
561.96	210	35	7
474.76	180	22	5
231.52	140	16	7
678.60	360	53	7
70.92	10	4	6
1567.55	240	29	6
263.60	270	43	7
1423.57	290	26	7
715.68	220	28	7
777.24	230	37	8
509.43	220	32	5
964.11	240	34	7
583.63	260	30	7
923.37	170	15	7
344.39	130	23	7
1095.58	270	31	8
100.03	140	21	5
30.43	60	28	1
1080.34	210	18	7
799.90	210	28	7
1071.75	240	37	8
893.36	210	26	6
283.16	200	30	8
917.02	140	10	7
234.57	90	21	7
456.90	120	18	9
206.97	100	14	7
1294.10	360	38	7
826.86	180	36	6
564.16	150	32	7
192.61	110	9	5
10.65	90	39	5
45.69	160	24	7
42.57	230	45	7
20.46	40	13	8
635.19	60	17	6
1002.27	230	32	7
1177.05	230	23	6
507.64	120	0	6
215.69	150	35	5
526.48	120	26	6
26.90	60	19	6
883.88	280	26	7
9.10	120	53	8
103.57	230	29	8
169.58	230	28	7
429.50	40	17	6
223.64	140	26	8
145.59	360	42	8
985.97	210	17	6
500.92	260	36	8
226.65	250	45	7
1051.17	200	20	7
68.09	150	15	7
1547.16	250	28	8
393.77	100	27	6
804.28	260	17	8
801.58	210	32	8
450.56	290	46	9
26.60	220	47	8
179.06	70	19	1
345.69	110	22	8
295.84	250	55	9
2271.86	320	31	5
1134.58	300	39	8
601.43	180	21	6
45.30	180	36	6
759.52	200	21	7
832.87	320	44	7
56.89	140	27	7
709.40	100	16	6
56.90	120	33	6
767.13	230	33	8
503.17	150	21	7
700.93	250	35	9
910.85	190	26	7
888.57	240	14	6
800.62	250	34	6
1500.00	230	11	8
785.69	110	20	9