Average after10 Year Salary
50400
51300
58600
62700
57900
59200
59100
51000
52100
56400
47500
46500
52800
45000
42700
44000
42600
52000
52600
59600
52800
58400
74000
49400
47800
56600
57900
36600
55800
55500
56800
53900
49500
53400
52900
43000
46700
48200
57100
49800
38700
54300
54000
45300
41700
42400
54800
36000
47500
45800
46000
42100
49700
46000
43600
49600
48700
41700
48200
46900
65500
46600
44100
43400
30700
41100
41600
47200
53500
45900
42300
45100
35100
45400
43800
34700
46500
44600
38800
42400
40600
44800
42400
37700
44000
40600
48700
45200
43200
48000
48700
47300
41600
48700
38500
40100
44400
46100
44300
49500
Analyze whether the x and y distributions satisfy the empirical rule (Yes or No, explain why). Show details such like the range of within 1 standard deviation, within 2 standard deviation and within 3 standard deviation and the corresponding true percentage falling in these ranges.
Identify and list all outliers in each distribution (Both X and Y) using appropriate methodology and explain why they are outliers. If you have more than 10 outliers in either distribution (X or Y) in your dataset, you can just list out the top 10 outliers.