A German human resource analyst would like to study the main contributing factors of the base salaries of employees in Germany He selects age, competence level and gender of the employees to predict the yearly salaries He collects the data of a sample of 250 employees from Germany ('Employee') Only those employees are surveyed, who have been working at the company for more than a year a State the multiple regression equation b Are there any predictors, which do not have significant contribution to the model Justify your answer (need to calculate H0 , H1 , p value) c Interpret the meaning of the slope that belongs to the predictor gender d Compute the relative standard error of the estimate and interpret its meaning e What is the residual value in case of the employee 14 use Excel I need clear short answers for the Interpretation Age (years) Gender (1 Male) Service at the company (month) Yearly Base Salary () Yearly Benefits () Competence level (0 100) Education 1 30 1 79 38,894 12,314 40 Diploma 2 44 1 98 71,643 13,112 85 Diploma 3 23 0 23 23,588 3,374 22 College 4 39 1 54 36,151 5,797 47 College 5 38 0 15 57,500 7,238 65 Diploma 6 53 1 98 45,113 7,871 70 High School 7 39 0 30 25,594 3,730 30 College 8 41 1 60 50,327 2,640 51 Master 9 57 1 94 116,266 18,928 60 Diploma 10 27 0 18 30,000 17,194 23 Diploma 11 38 1 99 42,317 13,149 25 Diploma 12 38 0 43 51,141 5,320 50 College 13 30 1 36 50,156 5,450 57 Diploma 14 27 0 22 39,000 3,988 30 Master 15 35 0 85 31,258 555 52 Master 16 33 0 37 20,503 4,588 50 Diploma 17 33 1 40 49,581 4,961 55 Master 18 35 0 67 32,335 6,045 35 College 19 44 0 89 45,416 7,024 70 Master 20 32 0 37 24,065 6,342 40 Diploma 21 41 1 13 26,250 2,013 25 College 22 40 1 45 71,544 13,261 70 Master 23 27 1 14 39,000 4,416 20 Master 24 57 1 66 49,690 2,728 25 High School 25 62 0 60 59,289 21,330 80 High School 26 34 0 94 12,476 3,213 40 High School 27 41 1 78 81,150 17,235 85 Master 28 31 0 20 30,491 6,708 25 Diploma 29 41 1 38 53,934 16,839 55 Diploma 30 39 0 146 52,701 17,122 60 Diploma 31 31 0 18 46,091 1,320 40 College 32 41 1 66 49,270 2,728 35 High School 33 51 1 88 180,000 31,278 91 Master 34 34 1 41 41,068 7,456 55 Diploma 35 50 0 112 53,790 16,352 40 Diploma 36 41 1 98 40,625 8,413 60 High School 37 53 1 98 39,272 7,862 60 High School 38 38 0 44 65,856 12,434 65 Master 39 37 1 60 43,636 7,334 65 Diploma 40 58 1 66 43,398 7,057 30 High School 41 37 1 58 49,590 7,514 55 Diploma 42 53 1 94 101,536 19,123 65 High School 43 32 1 14 30,360 6,607 30 High School 44 61 1 77 87,293 12,285 95 Diploma 45 29 1 23 41,820 7,450 45 Master 46 36 0 24 30,491 10,651 35 Diploma 47 42 1 46 52,554 4,999 50 Master 48 42 0 37 42,832 6,807 65 Master 49 49 1 39 105,465 17,614 80 Master 50 44 1 128 104,975 17,141 75 Diploma 51 35 0 38 44,288 6,681 40 Master 52 32 1 64 47,115 403 25 Master 53 32 0 57 55,099 8,649 80 Diploma 54 51 0 20 56,250 12,757 50 Diploma 55 36 1 66 48,726 7,527 70 Master 56 33 0 21 33,142 6,179 35 Diploma 57 23 1 37 38,990 3,335 40 Master 58 37 1 23 43,695 11,946 50 Diploma 59 44 0 68 58,373 14,535 45 Diploma 60 46 1 213 48,340 20,244 70 Diploma 61 38 0 18 48,000 7,200 62 Master 62 38 0 20 40,000 4,011 55 Master 63 37 1 15 55,000 5,823 50 Master 64 34 0 31 50,857 15,651 55 College 65 48 1 127 37,581 807 60 High School 66 30 1 35 42,534 7,572 42 Master 67 41 0 105 49,349 19,115 50 College 68 40 0 223 59,269 17,949 60 Diploma 69 27 1 17 39,000 5,846 40 Master 70 47 1 64 42,833 3,570 30 High School 71 31 1 25 32,829 4,725 35 Master 72 30 0 47 27,149 3,823 30 College 73 36 1 79 65,434 12,798 70 Diploma 74 36 1 36 26,937 3,688 60 Diploma 75 32 0 51 32,398 5,198 50 College 76 33 1 63 46,201 4,310 35 Diploma 77 49 0 77 29,973 4,592 47 College 78 36 1 83 49,297 2,841 65 Master 79 43 0 91 66,000 4,888 65 Master 80 30 1 24 39,781 4,470 50 Master 81 24 1 18 11,531 1,831 20 College 82 39 1 16 38,049 1,192 75 College 83 38 1 116 40,929 822 37 High School 84 34 1 36 39,819 833 75 Master 85 41 1 66 40,974 2,850 25 High School 86 61 1 61 112,487 19,470 80 College 87 30 0 26 40,561 5,364 25 Master 88 29 0 27 17,033 1,584 25 Diploma 89 52 1 66 38,709 2,728 25 High School 90 28 0 20 38,445 8,768 50 Master 91 43 0 15 42,350 8,191 55 High School 92 38 1 119 70,284 23,479 80 Master 93 34 1 15 31,250 4,069 30 Diploma 94 41 0 102 32,059 3,324 35 College 95 56 0 66 48,460 7,348 25 High School 96 45 1 58 60,463 11,612 70 Diploma 97 37 1 52 55,000 3,327 45 Master 98 46 0 90 106,128 8,421 85 Diploma 99 42 1 69 86,867 17,869 81 Master 100 49 1 98 47,112 9,244 60 Diploma 101 49 0 83 90,072 29,695 80 Master 102 32 1 36 64,874 926 83 Master 103 35 0 14 31,460 6,606 40 Diploma 104 39 0 22 34,468 7,368 35 Diploma 105 27 0 14 29,124 2,755 35 Master 106 30 1 47 48,612 3,788 55 Master 107 24 1 41 34,479 2,891 30 High School 108 39 1 48 47,021 4,727 40 Master 109 38 1 20 63,066 7,858 65 Master 110 44 1 72 59,635 9,282 80 Diploma 111 37 1 41 55,882 5,622 51 College 112 27 1 37 32,210 10,685 35 Diploma 113 46 0 66 38,427 2,728 25 High School 114 43 0 90 59,178 9,998 75 Diploma 115 49 0 24 29,744 6,492 40 College 116 32 1 48 46,477 9,621 70 Master 117 37 1 103 51,339 555 55 Master 118 38 0 71 37,375 3,928 50 Diploma 119 41 1 21 40,350 4,407 80 Diploma 120 35 1 131 38,153 11,404 40 Master 121 53 1 203 52,697 15,955 50 High School 122 38 1 70 36,168 11,276 35 Diploma 123 55 1 66 41,830 7,249 30 High School 124 44 1 61 67,904 11,367 70 Master 125 28 1 15 39,000 4,828 40 Master 126 34 0 52 36,300 2,940 30 Diploma 127 30 0 47 42,874 9,222 40 Master 128 53 1 43 94,382 26,867 90 Master 129 38 1 14 45,000 6,858 45 Master 130 33 0 14 16,678 2,112 45 Diploma 131 29 1 57 41,824 4,314 51 Master 132 45 1 48 54,844 17,973 55 High School 133 56 1 141 61,199 20,989 83 College 134 38 1 83 91,738 24,211 87 Diploma 135 45 1 36 24,681 3,428 30 College 136 52 0 89 70,273 20,421 86 College 137 49 1 65 55,938 5,835 50 Master 138 32 1 46 43,073 7,327 50 Master 139 31 1 48 41,419 7,373 45 Master 140 39 1 69 60,497 6,036 60 Master 141 43 1 98 32,635 7,491 30 High School 142 44 1 113 59,587 8,968 60 High School 143 35 0 46 55,400 5,512 70 High School 144 42 0 98 33,515 7,521 60 High School 145 35 0 37 28,570 3,923 40 Diploma 146 30 1 17 39,000 6,040 40 Master 147 29 0 23 40,171 7,845 51 Master 148 46 0 105 42,966 4,481 50 Diploma 149 29 0 24 36,894 5,812 35 Master 150 45 0 43 49,221 6,603 50 Diploma 151 35 0 116 33,546 6,132 60 College 152 47 1 204 74,520 26,071 80 Diploma 153 40 1 76 60,725 9,576 65 Master 154 26 0 91 27,500 3,543 30 Diploma 155 41 0 18 19,018 1,734 25 Diploma 156 47 1 102 71,845 10,658 35 Diploma 157 38 1 28 42,870 980 35 High School 158 34 0 40 43,929 8,246 45 Master 159 26 0 13 39,000 3,734 40 Master 160 48 0 72 70,495 9,856 65 College 161 47 1 141 63,543 18,088 82 College 162 55 1 65 60,743 8,029 60 High School 163 41 1 102 55,174 5,072 45 College 164 52 1 123 101,250 9,833 85 Master 165 41 1 32 29,038 4,568 30 High School 166 35 1 37 27,662 10,220 25 Diploma 167 30 0 24 27,955 3,314 40 College 168 24 0 25 27,071 6,539 25 High School 169 31 1 100 30,231 9,524 35 High School 170 50 0 76 48,340 14,350 50 Master 171 51 1 45 79,149 13,288 75 Master 172 46 1 45 33,354 11,443 45 Diploma 173 64 1 81 65,702 12,347 50 College 174 51 1 87 83,371 15,888 70 Master 175 34 1 85 72,866 8,349 76 Master 176 28 0 41 22,584 2,721 45 Diploma 177 38 1 48 37,961 3,518 35 Master 178 35 0 81 44,564 6,239 45 Master 179 35 0 62 45,242 14,080 65 Master 180 32 1 48 44,315 6,408 60 Master 181 30 0 37 33,465 4,826 48 College 182 55 1 66 45,446 2,728 25 High School 183 32 1 103 34,406 11,110 35 Diploma 184 43 1 22 39,770 3,437 35 High School 185 48 1 27 58,661 6,330 50 Master 186 36 0 24 41,996 5,796 35 Master 187 54 1 68 36,789 6,005 60 College 188 27 1 27 37,440 4,511 60 Diploma 189 51 1 13 158,774 17,835 100 Diploma 190 44 1 42 69,970 19,071 85 Diploma 191 45 1 26 54,784 3,652 55 Diploma 192 37 1 82 68,103 11,897 81 Master 193 46 1 133 35,988 11,882 35 Diploma 194 46 1 38 28,286 5,830 30 Diploma 195 44 1 27 93,404 14,947 85 Master 196 31 0 113 31,325 5,172 42 College 197 38 0 100 28,925 5,211 33 College 198 38 1 62 51,184 838 50 Diploma 199 50 1 38 54,303 17,343 56 College 200 37 0 90 62,192 14,873 75 Master 201 38 0 58 76,593 11,382 75 Master 202 34 0 24 45,778 7,992 45 Master 203 38 1 56 66,461 16,254 65 Master 204 29 1 17 33,750 4,280 33 College 205 30 0 72 42,749 5,571 65 Diploma 206 40 0 84 32,225 5,174 30 High School 207 39 1 40 61,678 15,541 45 Master 208 52 1 75 58,182 15,907 60 College 209 47 1 83 73,038 7,905 55 Diploma 210 37 1 114 37,007 8,063 35 High School 211 31 0 63 53,348 12,087 60 Master 212 32 1 18 14,746 1,605 25 College 213 48 0 71 64,479 11,367 65 Master 214 41 0 65 41,675 6,749 60 Diploma 215 40 1 70 71,227 23,156 80 Diploma 216 38 0 65 31,223 6,006 30 Diploma 217 36 1 19 39,000 4,890 10 Diploma 218 42 0 98 24,772 4,532 30 Diploma 219 42 1 98 38,671 5,869 65 High School 220 35 0 48 44,315 4,473 50 Master 221 53 1 70 108,660 30,105 80 High School 222 33 1 38 44,185 6,747 50 Diploma 223 38 1 22 49,440 6,631 50 Diploma 224 50 1 39 103,144 29,208 70 Diploma 225 26 0 16 42,106 3,146 40 Master 226 57 1 141 52,684 9,783 58 College 227 40 1 65 41,032 15,034 42 High School 228 44 1 82 83,399 18,542 60 Master 229 30 1 104 44,000 2,728 40 Diploma 230 39 1 160 34,235 11,661 35 Diploma 231 30 1 40 44,163 5,280 55 Master 232 45 1 38 46,370 14,756 50 High School 233 29 1 15 36,000 4,757 20 Diploma 234 29 1 13 39,000 3,282 51 Master 235 45 1 79 83,780 15,153 80 Master 236 28 1 22 40,171 7,366 25 Master 237 35 0 18 35,000 4,294 30 Diploma 238 33 0 54 39,000 2,662 40 Master 239 32 1 25 31,875 4,107 30 College 240 44 1 88 97,029 14,480 80 Master 241 35 1 55 37,220 3,142 35 Diploma 242 39 1 57 53,052 8,022 55 Master 243 25 0 16 9,759 1,266 10 High School 244 52 0 60 62,387 5,295 50 High School 245 61 1 66 133,882 17,835 80 High School 246 36 1 65 52,795 8,326 60 Diploma 247 50 0 17 28,955 1,538 50 Diploma 248 48 0 87 40,649 3,158 40 Diploma 249 33 0 51 44,315 4,886 45 Master 250 61 1 66 50,497 2,728 25 High School

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Question: A German human resource analyst would like to study the main contributing factors of the base salaries of employees in Germany. He selects age, competence

A German human resource analyst would like to study the main contributing factors of the base salaries of employees in Germany. He selects age, competence level and gender of the employees to predict the yearly salaries. He collects the data of a sample of 250 employees from Germany ('Employee'). Only those employees are surveyed, who have been working at the company for more than a year.

a. State the multiple regression equation.

b. Are there any predictors, which do not have significant contribution to the model? Justify your answer. (need to calculate H0 , H1 , p_value)

c. Interpret the meaning of the slope that belongs to the predictor: gender.

d. Compute the relative standard error of the estimate and interpret its meaning.

e. What is the residual value in case of the employee #14.

use Excel.

I need clear short answers for the Interpretation

#	Age (years)	Gender (1-Male)	Service at the company (month)	Yearly Base Salary ()	Yearly Benefits ()	Competence level (0-100)	Education
1	30	1	79	38,894	12,314	40	Diploma
2	44	1	98	71,643	13,112	85	Diploma
3	23	0	23	23,588	3,374	22	College
4	39	1	54	36,151	5,797	47	College
5	38	0	15	57,500	7,238	65	Diploma
6	53	1	98	45,113	7,871	70	High School
7	39	0	30	25,594	3,730	30	College
8	41	1	60	50,327	2,640	51	Master
9	57	1	94	116,266	18,928	60	Diploma
10	27	0	18	30,000	17,194	23	Diploma
11	38	1	99	42,317	13,149	25	Diploma
12	38	0	43	51,141	5,320	50	College
13	30	1	36	50,156	5,450	57	Diploma
14	27	0	22	39,000	3,988	30	Master
15	35	0	85	31,258	555	52	Master
16	33	0	37	20,503	4,588	50	Diploma
17	33	1	40	49,581	4,961	55	Master
18	35	0	67	32,335	6,045	35	College
19	44	0	89	45,416	7,024	70	Master
20	32	0	37	24,065	6,342	40	Diploma
21	41	1	13	26,250	2,013	25	College
22	40	1	45	71,544	13,261	70	Master
23	27	1	14	39,000	4,416	20	Master
24	57	1	66	49,690	2,728	25	High School
25	62	0	60	59,289	21,330	80	High School
26	34	0	94	12,476	3,213	40	High School
27	41	1	78	81,150	17,235	85	Master
28	31	0	20	30,491	6,708	25	Diploma
29	41	1	38	53,934	16,839	55	Diploma
30	39	0	146	52,701	17,122	60	Diploma
31	31	0	18	46,091	1,320	40	College
32	41	1	66	49,270	2,728	35	High School
33	51	1	88	180,000	31,278	91	Master
34	34	1	41	41,068	7,456	55	Diploma
35	50	0	112	53,790	16,352	40	Diploma
36	41	1	98	40,625	8,413	60	High School
37	53	1	98	39,272	7,862	60	High School
38	38	0	44	65,856	12,434	65	Master
39	37	1	60	43,636	7,334	65	Diploma
40	58	1	66	43,398	7,057	30	High School
41	37	1	58	49,590	7,514	55	Diploma
42	53	1	94	101,536	19,123	65	High School
43	32	1	14	30,360	6,607	30	High School
44	61	1	77	87,293	12,285	95	Diploma
45	29	1	23	41,820	7,450	45	Master
46	36	0	24	30,491	10,651	35	Diploma
47	42	1	46	52,554	4,999	50	Master
48	42	0	37	42,832	6,807	65	Master
49	49	1	39	105,465	17,614	80	Master
50	44	1	128	104,975	17,141	75	Diploma
51	35	0	38	44,288	6,681	40	Master
52	32	1	64	47,115	403	25	Master
53	32	0	57	55,099	8,649	80	Diploma
54	51	0	20	56,250	12,757	50	Diploma
55	36	1	66	48,726	7,527	70	Master
56	33	0	21	33,142	6,179	35	Diploma
57	23	1	37	38,990	3,335	40	Master
58	37	1	23	43,695	11,946	50	Diploma
59	44	0	68	58,373	14,535	45	Diploma
60	46	1	213	48,340	20,244	70	Diploma
61	38	0	18	48,000	7,200	62	Master
62	38	0	20	40,000	4,011	55	Master
63	37	1	15	55,000	5,823	50	Master
64	34	0	31	50,857	15,651	55	College
65	48	1	127	37,581	807	60	High School
66	30	1	35	42,534	7,572	42	Master
67	41	0	105	49,349	19,115	50	College
68	40	0	223	59,269	17,949	60	Diploma
69	27	1	17	39,000	5,846	40	Master
70	47	1	64	42,833	3,570	30	High School
71	31	1	25	32,829	4,725	35	Master
72	30	0	47	27,149	3,823	30	College
73	36	1	79	65,434	12,798	70	Diploma
74	36	1	36	26,937	3,688	60	Diploma
75	32	0	51	32,398	5,198	50	College
76	33	1	63	46,201	4,310	35	Diploma
77	49	0	77	29,973	4,592	47	College
78	36	1	83	49,297	2,841	65	Master
79	43	0	91	66,000	4,888	65	Master
80	30	1	24	39,781	4,470	50	Master
81	24	1	18	11,531	1,831	20	College
82	39	1	16	38,049	1,192	75	College
83	38	1	116	40,929	822	37	High School
84	34	1	36	39,819	833	75	Master
85	41	1	66	40,974	2,850	25	High School
86	61	1	61	112,487	19,470	80	College
87	30	0	26	40,561	5,364	25	Master
88	29	0	27	17,033	1,584	25	Diploma
89	52	1	66	38,709	2,728	25	High School
90	28	0	20	38,445	8,768	50	Master
91	43	0	15	42,350	8,191	55	High School
92	38	1	119	70,284	23,479	80	Master
93	34	1	15	31,250	4,069	30	Diploma
94	41	0	102	32,059	3,324	35	College
95	56	0	66	48,460	7,348	25	High School
96	45	1	58	60,463	11,612	70	Diploma
97	37	1	52	55,000	3,327	45	Master
98	46	0	90	106,128	8,421	85	Diploma
99	42	1	69	86,867	17,869	81	Master
100	49	1	98	47,112	9,244	60	Diploma
101	49	0	83	90,072	29,695	80	Master
102	32	1	36	64,874	926	83	Master
103	35	0	14	31,460	6,606	40	Diploma
104	39	0	22	34,468	7,368	35	Diploma
105	27	0	14	29,124	2,755	35	Master
106	30	1	47	48,612	3,788	55	Master
107	24	1	41	34,479	2,891	30	High School
108	39	1	48	47,021	4,727	40	Master
109	38	1	20	63,066	7,858	65	Master
110	44	1	72	59,635	9,282	80	Diploma
111	37	1	41	55,882	5,622	51	College
112	27	1	37	32,210	10,685	35	Diploma
113	46	0	66	38,427	2,728	25	High School
114	43	0	90	59,178	9,998	75	Diploma
115	49	0	24	29,744	6,492	40	College
116	32	1	48	46,477	9,621	70	Master
117	37	1	103	51,339	555	55	Master
118	38	0	71	37,375	3,928	50	Diploma
119	41	1	21	40,350	4,407	80	Diploma
120	35	1	131	38,153	11,404	40	Master
121	53	1	203	52,697	15,955	50	High School
122	38	1	70	36,168	11,276	35	Diploma
123	55	1	66	41,830	7,249	30	High School
124	44	1	61	67,904	11,367	70	Master
125	28	1	15	39,000	4,828	40	Master
126	34	0	52	36,300	2,940	30	Diploma
127	30	0	47	42,874	9,222	40	Master
128	53	1	43	94,382	26,867	90	Master
129	38	1	14	45,000	6,858	45	Master
130	33	0	14	16,678	2,112	45	Diploma
131	29	1	57	41,824	4,314	51	Master
132	45	1	48	54,844	17,973	55	High School
133	56	1	141	61,199	20,989	83	College
134	38	1	83	91,738	24,211	87	Diploma
135	45	1	36	24,681	3,428	30	College
136	52	0	89	70,273	20,421	86	College
137	49	1	65	55,938	5,835	50	Master
138	32	1	46	43,073	7,327	50	Master
139	31	1	48	41,419	7,373	45	Master
140	39	1	69	60,497	6,036	60	Master
141	43	1	98	32,635	7,491	30	High School
142	44	1	113	59,587	8,968	60	High School
143	35	0	46	55,400	5,512	70	High School
144	42	0	98	33,515	7,521	60	High School
145	35	0	37	28,570	3,923	40	Diploma
146	30	1	17	39,000	6,040	40	Master
147	29	0	23	40,171	7,845	51	Master
148	46	0	105	42,966	4,481	50	Diploma
149	29	0	24	36,894	5,812	35	Master
150	45	0	43	49,221	6,603	50	Diploma
151	35	0	116	33,546	6,132	60	College
152	47	1	204	74,520	26,071	80	Diploma
153	40	1	76	60,725	9,576	65	Master
154	26	0	91	27,500	3,543	30	Diploma
155	41	0	18	19,018	1,734	25	Diploma
156	47	1	102	71,845	10,658	35	Diploma
157	38	1	28	42,870	980	35	High School
158	34	0	40	43,929	8,246	45	Master
159	26	0	13	39,000	3,734	40	Master
160	48	0	72	70,495	9,856	65	College
161	47	1	141	63,543	18,088	82	College
162	55	1	65	60,743	8,029	60	High School
163	41	1	102	55,174	5,072	45	College
164	52	1	123	101,250	9,833	85	Master
165	41	1	32	29,038	4,568	30	High School
166	35	1	37	27,662	10,220	25	Diploma
167	30	0	24	27,955	3,314	40	College
168	24	0	25	27,071	6,539	25	High School
169	31	1	100	30,231	9,524	35	High School
170	50	0	76	48,340	14,350	50	Master
171	51	1	45	79,149	13,288	75	Master
172	46	1	45	33,354	11,443	45	Diploma
173	64	1	81	65,702	12,347	50	College
174	51	1	87	83,371	15,888	70	Master
175	34	1	85	72,866	8,349	76	Master
176	28	0	41	22,584	2,721	45	Diploma
177	38	1	48	37,961	3,518	35	Master
178	35	0	81	44,564	6,239	45	Master
179	35	0	62	45,242	14,080	65	Master
180	32	1	48	44,315	6,408	60	Master
181	30	0	37	33,465	4,826	48	College
182	55	1	66	45,446	2,728	25	High School
183	32	1	103	34,406	11,110	35	Diploma
184	43	1	22	39,770	3,437	35	High School
185	48	1	27	58,661	6,330	50	Master
186	36	0	24	41,996	5,796	35	Master
187	54	1	68	36,789	6,005	60	College
188	27	1	27	37,440	4,511	60	Diploma
189	51	1	13	158,774	17,835	100	Diploma
190	44	1	42	69,970	19,071	85	Diploma
191	45	1	26	54,784	3,652	55	Diploma
192	37	1	82	68,103	11,897	81	Master
193	46	1	133	35,988	11,882	35	Diploma
194	46	1	38	28,286	5,830	30	Diploma
195	44	1	27	93,404	14,947	85	Master
196	31	0	113	31,325	5,172	42	College
197	38	0	100	28,925	5,211	33	College
198	38	1	62	51,184	838	50	Diploma
199	50	1	38	54,303	17,343	56	College
200	37	0	90	62,192	14,873	75	Master
201	38	0	58	76,593	11,382	75	Master
202	34	0	24	45,778	7,992	45	Master
203	38	1	56	66,461	16,254	65	Master
204	29	1	17	33,750	4,280	33	College
205	30	0	72	42,749	5,571	65	Diploma
206	40	0	84	32,225	5,174	30	High School
207	39	1	40	61,678	15,541	45	Master
208	52	1	75	58,182	15,907	60	College
209	47	1	83	73,038	7,905	55	Diploma
210	37	1	114	37,007	8,063	35	High School
211	31	0	63	53,348	12,087	60	Master
212	32	1	18	14,746	1,605	25	College
213	48	0	71	64,479	11,367	65	Master
214	41	0	65	41,675	6,749	60	Diploma
215	40	1	70	71,227	23,156	80	Diploma
216	38	0	65	31,223	6,006	30	Diploma
217	36	1	19	39,000	4,890	10	Diploma
218	42	0	98	24,772	4,532	30	Diploma
219	42	1	98	38,671	5,869	65	High School
220	35	0	48	44,315	4,473	50	Master
221	53	1	70	108,660	30,105	80	High School
222	33	1	38	44,185	6,747	50	Diploma
223	38	1	22	49,440	6,631	50	Diploma
224	50	1	39	103,144	29,208	70	Diploma
225	26	0	16	42,106	3,146	40	Master
226	57	1	141	52,684	9,783	58	College
227	40	1	65	41,032	15,034	42	High School
228	44	1	82	83,399	18,542	60	Master
229	30	1	104	44,000	2,728	40	Diploma
230	39	1	160	34,235	11,661	35	Diploma
231	30	1	40	44,163	5,280	55	Master
232	45	1	38	46,370	14,756	50	High School
233	29	1	15	36,000	4,757	20	Diploma
234	29	1	13	39,000	3,282	51	Master
235	45	1	79	83,780	15,153	80	Master
236	28	1	22	40,171	7,366	25	Master
237	35	0	18	35,000	4,294	30	Diploma
238	33	0	54	39,000	2,662	40	Master
239	32	1	25	31,875	4,107	30	College
240	44	1	88	97,029	14,480	80	Master
241	35	1	55	37,220	3,142	35	Diploma
242	39	1	57	53,052	8,022	55	Master
243	25	0	16	9,759	1,266	10	High School
244	52	0	60	62,387	5,295	50	High School
245	61	1	66	133,882	17,835	80	High School
246	36	1	65	52,795	8,326	60	Diploma
247	50	0	17	28,955	1,538	50	Diploma
248	48	0	87	40,649	3,158	40	Diploma
249	33	0	51	44,315	4,886	45	Master
250	61	1	66	50,497	2,728	25	High School

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