The given data set shows the salaries of employees at Inosmart Inc (dependent variable) with a number of variables ( Independent variables)

(i) Use Data Analysis to and show the correlation matrix for the relationships.

(ii) Which variables significantly impact the employee's salaries? Explain why.

(iii) Which variables are not significantly impacting employees' salaries? Explain why.

(iv) Use a Scatter plot to present the relationship between salaries and Gender. Explain your visualization

(v) Use simple linear regression analysis to find out if the number of years employed significantly determines the salary levels of these employees. Provide your conclusions and recommendations

(vi) Use simple linear regression analysis to show the relationship between "Salary" and all dependent variables. Explain, which variables are significant and which are not.

Employee	Salary	Years Previous Experience	Years Employed	Years Education	Gender	Department	Number Supervised
1	$65,487	0	27	12	1	4	44
2	$46,184	3	20	4	0	4	1
3	$32,782	1	0	7	0	1	0
4	$54,899	5	12	8	1	4	0
5	$34,869	5	7	4	1	4	1
6	$35,487	2	8	2	1	4	2
7	$26,548	1	5	0	0	4	2
8	$32,920	3	15	9	1	1	4
9	$29,548	6	5	1	0	1	0
10	$34,231	2	6	6	0	4	3
11	$23,654	0	0	0	1	3	2
12	$39,331	3	9	6	1	4	1
13	$36,512	6	6	4	1	4	2
14	$35,467	6	3	6	1	2	3
15	$68,425	2	25	12	0	4	1
16	$35,468	5	9	4	1	2	5
17	$36,578	4	4	8	0	3	8
18	$39,828	6	18	5	1	1	5
19	$36,487	5	6	2	0	4	3
20	$37,548	9	19	4	0	3	6
21	$31,528	11	3	3	0	1	6
22	$34,632	4	5	4	0	4	0
23	$46,211	5	14	6	1	4	5
24	$29,876	0	2	3	1	2	5
25	$43,674	9	6	4	0	2	2
26	$38,985	7	18	9	0	1	5
27	$53,234	0	25	6	0	3	3
28	$51,698	6	18	6	0	4	1
29	$41,889	16	22	7	0	1	7
30	$38,791	4	21	5	0	1	9
31	$69,246	3	22	10	0	4	45
32	$48,695	19	6	8	0	4	40
33	$34,987	6	9	2	1	4	3
34	$28,985	1	0	4	1	1	4
35	$35,631	4	6	4	0	4	2
36	$54,679	3	20	6	1	3	4
37	$39,743	6	9	5	1	4	1
38	$41,255	4	9	6	0	4	4
39	$36,431	4	9	4	1	2	2
40	$26,578	6	0	2	1	2	2
41	$47,536	5	15	6	0	3	4
42	$36,571	1	6	4	0	2	2
43	$56,326	3	12	8	0	2	6
44	$31,425	6	7	5	1	3	6
45	$24,749	2	6	0	1	1	1
46	$26,452	3	1	2	1	4	0