Employee Attrition Analysis
Code Base First import library and data set
#getting tidyverse package library (tidyverse)
── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ dplyr 1.2.1 ✔ readr 2.2.0
✔ forcats 1.0.1 ✔ stringr 1.6.0
✔ ggplot2 4.0.3 ✔ tibble 3.3.1
✔ lubridate 1.9.5 ✔ tidyr 1.3.2
✔ purrr 1.2.2
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag() masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
<- read.csv ("employee_attrition_performance.csv" )
Now, below I will inspect the data
'data.frame': 10000 obs. of 22 variables:
$ employee_id : chr "EMP00001" "EMP00002" "EMP00003" "EMP00004" ...
$ age : int 42 35 40 35 47 29 57 30 56 38 ...
$ gender : chr "Female" "Male" "Male" "Male" ...
$ education : chr "Master" "Master" "PhD" "High School" ...
$ department : chr "Finance" "HR" "Legal" "R&D" ...
$ job_role : chr "Role_22" "Role_8" "Role_1" "Role_15" ...
$ monthly_salary : int 107433 77660 114377 79284 95933 59214 117285 94650 115248 67594 ...
$ years_at_company : int 2 4 3 2 1 0 1 1 0 1 ...
$ years_in_current_role : int 0 0 0 1 1 0 0 0 0 0 ...
$ performance_score : num 3.4 3.4 4.1 2.9 3.3 3 2.4 3.5 3.7 3.3 ...
$ job_satisfaction : num 3.2 3.4 3.6 3 3.3 3.6 2.3 1.5 1.8 3.5 ...
$ work_life_balance : int 3 2 3 3 3 3 3 4 3 4 ...
$ overtime : chr "Yes" "Yes" "No" "No" ...
$ distance_from_home_km : int 11 30 10 9 10 13 8 9 13 9 ...
$ num_projects_last_year : int 3 4 2 6 2 5 3 6 4 3 ...
$ training_hours_last_year : int 21 29 72 24 52 36 67 42 39 50 ...
$ num_promotions : int 0 1 0 0 0 0 0 0 0 0 ...
$ last_promotion_years_ago : int 1 2 3 0 0 0 1 0 0 1 ...
$ stock_option_level : int 0 0 2 0 3 1 0 1 0 0 ...
$ relationship_satisfaction: int 1 3 4 3 2 3 3 1 4 3 ...
$ environment_satisfaction : int 4 3 4 3 3 3 3 2 2 4 ...
$ attrition : chr "No" "No" "Yes" "No" ...
I want to see overview of the data
employee_id age gender education
Length :10000 Min. :22.00 Length :10000 Length :10000
N.unique :10000 1st Qu.:31.00 N.unique : 3 N.unique : 4
N.blank : 0 Median :37.00 N.blank : 0 N.blank : 0
Min.nchar: 8 Mean :37.85 Min.nchar: 4 Min.nchar: 3
Max.nchar: 8 3rd Qu.:45.00 Max.nchar: 6 Max.nchar: 11
Max. :65.00
department job_role monthly_salary years_at_company
Length :10000 Length :10000 Min. : 38957 Min. : 0.000
N.unique : 8 N.unique : 49 1st Qu.: 72178 1st Qu.: 1.000
N.blank : 0 N.blank : 0 Median : 84044 Median : 3.000
Min.nchar: 2 Min.nchar: 6 Mean : 85422 Mean : 3.815
Max.nchar: 11 Max.nchar: 7 3rd Qu.: 97020 3rd Qu.: 6.000
Max. :163489 Max. :33.000
years_in_current_role performance_score job_satisfaction work_life_balance
Min. : 0.000 Min. :1.400 Min. :1.000 Min. :1.000
1st Qu.: 0.000 1st Qu.:3.100 1st Qu.:2.500 1st Qu.:3.000
Median : 1.000 Median :3.400 Median :3.200 Median :3.000
Mean : 1.302 Mean :3.436 Mean :3.168 Mean :2.949
3rd Qu.: 2.000 3rd Qu.:3.800 3rd Qu.:3.900 3rd Qu.:3.000
Max. :15.000 Max. :5.000 Max. :5.000 Max. :4.000
overtime distance_from_home_km num_projects_last_year
Length :10000 Min. : 1.00 Min. : 1.000
N.unique : 2 1st Qu.: 3.00 1st Qu.: 3.000
N.blank : 0 Median : 7.00 Median : 4.000
Min.nchar: 2 Mean : 10.62 Mean : 4.025
Max.nchar: 3 3rd Qu.: 14.00 3rd Qu.: 5.000
Max. :107.00 Max. :10.000
training_hours_last_year num_promotions last_promotion_years_ago
Min. : 0.0 Min. :0.0000 Min. : 0.0000
1st Qu.: 26.0 1st Qu.:0.0000 1st Qu.: 0.0000
Median : 40.0 Median :0.0000 Median : 0.0000
Mean : 39.8 Mean :0.3952 Mean : 0.9214
3rd Qu.: 53.0 3rd Qu.:1.0000 3rd Qu.: 1.0000
Max. :119.0 Max. :4.0000 Max. :14.0000
stock_option_level relationship_satisfaction environment_satisfaction
Min. :0.000 Min. :1.000 Min. :1.000
1st Qu.:0.000 1st Qu.:2.000 1st Qu.:2.000
Median :1.000 Median :3.000 Median :3.000
Mean :1.007 Mean :2.902 Mean :2.899
3rd Qu.:2.000 3rd Qu.:4.000 3rd Qu.:4.000
Max. :3.000 Max. :4.000 Max. :4.000
attrition
Length :10000
N.unique : 2
N.blank : 0
Min.nchar: 2
Max.nchar: 3
I want to compare age and attrition in a boxplot
ggplot (data = my_data, mapping = aes (x= age, y= attrition))+ geom_boxplot ()
Look at salary versus age versus attrition
%>% select (age, monthly_salary, job_satisfaction, attrition) %>% group_by (age, attrition)%>% filter (mean (monthly_salary)> 100000 )%>% arrange (desc (monthly_salary))
# A tibble: 644 × 4
# Groups: age, attrition [23]
age monthly_salary job_satisfaction attrition
<int> <int> <dbl> <chr>
1 56 163489 2.3 Yes
2 64 158837 3.7 No
3 57 157163 5 No
4 55 156152 2 No
5 64 155402 4.3 No
6 55 154492 2.5 No
7 62 153001 3.8 No
8 56 152445 2.6 No
9 48 148106 3.9 Yes
10 58 147882 4 No
# ℹ 634 more rows
Let’s look at people that left the company
%>% filter (attrition== "Yes" )
employee_id age gender education department job_role monthly_salary
1 EMP00003 40 Male PhD Legal Role_1 114377
2 EMP00007 57 Female Bachelor R&D Role_36 117285
3 EMP00012 61 Other Bachelor Sales Role_42 109947
4 EMP00048 22 Female Bachelor Operations Role_3 54220
5 EMP00061 43 Female Master R&D Role_18 110914
6 EMP00065 54 Female Bachelor HR Role_18 90752
7 EMP00067 39 Female PhD Marketing Role_38 91408
8 EMP00068 50 Male Master Operations Role_17 106396
9 EMP00077 48 Male Master Finance Role_44 109528
10 EMP00079 45 Female Bachelor Legal Role_10 84691
11 EMP00082 37 Male Master Legal Role_25 85488
12 EMP00091 46 Male Bachelor Operations Role_35 81392
13 EMP00094 35 Other Bachelor Finance Role_22 91661
14 EMP00098 49 Male Master Sales Role_36 105910
15 EMP00101 46 Female Master Legal Role_18 97194
16 EMP00118 38 Female Bachelor HR Role_27 66628
17 EMP00131 41 Male High School Sales Role_31 74244
18 EMP00134 36 Male Bachelor HR Role_30 75911
19 EMP00140 29 Female High School R&D Role_16 67728
20 EMP00145 40 Female Bachelor R&D Role_21 104133
21 EMP00152 27 Male Master Engineering Role_49 102230
22 EMP00154 36 Male Master HR Role_23 70156
23 EMP00171 43 Female Master HR Role_35 83156
24 EMP00173 44 Male Master Sales Role_2 97845
25 EMP00177 22 Female Bachelor Operations Role_16 55694
26 EMP00178 45 Male Master Sales Role_48 91663
27 EMP00183 35 Female PhD Legal Role_27 101633
28 EMP00184 22 Female Bachelor Operations Role_1 57914
29 EMP00196 22 Male Bachelor Finance Role_34 78973
30 EMP00220 46 Male Bachelor Marketing Role_16 89390
31 EMP00244 46 Male Bachelor Legal Role_39 97010
32 EMP00245 36 Male Bachelor HR Role_43 72708
33 EMP00260 43 Male Bachelor R&D Role_31 108758
34 EMP00268 22 Female High School HR Role_46 49841
35 EMP00270 30 Male Bachelor Sales Role_41 64748
36 EMP00275 39 Female Master Operations Role_9 84743
37 EMP00280 53 Female PhD Engineering Role_32 143096
38 EMP00314 43 Other Bachelor Marketing Role_1 83837
39 EMP00323 40 Male High School Marketing Role_1 69232
40 EMP00338 31 Male High School HR Role_2 48702
41 EMP00342 38 Male Bachelor Legal Role_14 88140
42 EMP00361 32 Male Master Legal Role_24 84471
43 EMP00363 43 Female Master HR Role_10 70921
44 EMP00365 27 Female Master Finance Role_44 92265
45 EMP00369 22 Female Bachelor Finance Role_45 79496
46 EMP00372 44 Male High School R&D Role_3 80180
47 EMP00376 39 Female Bachelor Marketing Role_32 67232
48 EMP00377 45 Female Master Operations Role_18 102045
49 EMP00381 47 Female Master Finance Role_30 117151
50 EMP00385 49 Male Bachelor Legal Role_21 95672
51 EMP00389 22 Female Bachelor HR Role_32 51385
52 EMP00406 45 Female Bachelor Legal Role_2 83937
53 EMP00409 42 Male Master R&D Role_7 121628
54 EMP00410 40 Male Bachelor R&D Role_48 94441
55 EMP00418 55 Male Bachelor HR Role_18 81462
56 EMP00420 55 Male Master Finance Role_23 100470
57 EMP00434 40 Male Bachelor Finance Role_42 94176
58 EMP00455 51 Other Master Operations Role_8 103782
59 EMP00459 25 Male Bachelor Finance Role_33 66084
60 EMP00470 36 Female PhD Engineering Role_49 127992
61 EMP00477 44 Female Master R&D Role_46 99243
62 EMP00482 22 Female High School Marketing Role_18 50413
63 EMP00483 22 Male Master Legal Role_22 82393
64 EMP00484 45 Female Master R&D Role_18 118947
65 EMP00486 30 Male Bachelor HR Role_35 71213
66 EMP00496 27 Male High School Engineering Role_30 74119
67 EMP00499 42 Female Bachelor Legal Role_40 85113
68 EMP00501 25 Female Bachelor Finance Role_45 81692
69 EMP00510 26 Female Bachelor Finance Role_13 71225
70 EMP00515 44 Other Master R&D Role_40 121761
71 EMP00516 35 Female High School Sales Role_14 62050
72 EMP00523 49 Male Bachelor HR Role_17 74138
73 EMP00527 29 Female PhD HR Role_4 92259
74 EMP00529 31 Other Bachelor HR Role_28 68658
75 EMP00536 49 Female Master Legal Role_23 94327
76 EMP00564 32 Male Master Legal Role_5 86640
77 EMP00567 29 Male Bachelor R&D Role_40 74101
78 EMP00582 42 Female Master Marketing Role_13 104481
79 EMP00583 34 Male Master Legal Role_22 102720
80 EMP00590 28 Male Bachelor Marketing Role_38 64100
81 EMP00599 33 Male Master Marketing Role_8 92197
82 EMP00607 28 Male Bachelor Legal Role_1 77524
83 EMP00628 32 Male High School Marketing Role_31 57432
84 EMP00632 40 Male Master R&D Role_31 108116
85 EMP00660 43 Female High School HR Role_15 51821
86 EMP00668 51 Female High School Legal Role_8 75778
87 EMP00669 48 Male Master R&D Role_48 108594
88 EMP00674 40 Female PhD R&D Role_4 121792
89 EMP00676 37 Male Bachelor Finance Role_27 85462
90 EMP00686 32 Male Bachelor Operations Role_40 74680
91 EMP00689 32 Male Master Finance Role_5 93437
92 EMP00695 37 Male Bachelor R&D Role_5 81765
93 EMP00698 32 Female High School Operations Role_30 47610
94 EMP00701 23 Female High School Finance Role_45 56511
95 EMP00717 41 Female High School Sales Role_27 65076
96 EMP00727 51 Male Bachelor Sales Role_37 84477
97 EMP00745 25 Male Bachelor R&D Role_7 86608
98 EMP00751 22 Male Master Engineering Role_31 90389
99 EMP00765 35 Male Bachelor HR Role_20 69739
100 EMP00769 42 Female Bachelor HR Role_11 74606
101 EMP00788 43 Female Bachelor Sales Role_31 74198
102 EMP00795 39 Male PhD R&D Role_9 127445
103 EMP00801 35 Male Bachelor Operations Role_49 78696
104 EMP00803 43 Female Bachelor HR Role_35 75413
105 EMP00806 38 Female Bachelor Operations Role_38 71381
106 EMP00815 44 Male Master Finance Role_22 106478
107 EMP00817 40 Female Master Sales Role_23 93569
108 EMP00826 40 Other Bachelor Legal Role_39 75258
109 EMP00828 28 Male High School HR Role_26 42514
110 EMP00832 57 Male Master Finance Role_15 119008
111 EMP00833 40 Female Bachelor Finance Role_41 80039
112 EMP00835 29 Female Bachelor HR Role_29 65390
113 EMP00839 22 Female Bachelor R&D Role_3 78156
114 EMP00842 22 Male Bachelor Operations Role_47 53359
115 EMP00857 31 Female High School Sales Role_7 68138
116 EMP00863 28 Male PhD Sales Role_13 103622
117 EMP00865 41 Male Master Engineering Role_32 95802
118 EMP00868 41 Female Master Legal Role_16 107901
119 EMP00879 49 Male Bachelor Legal Role_13 100010
120 EMP00880 36 Male Master HR Role_26 88084
121 EMP00886 22 Male Bachelor Engineering Role_29 86927
122 EMP00892 25 Female Bachelor Operations Role_28 54029
123 EMP00903 37 Female PhD Engineering Role_3 123972
124 EMP00907 39 Female Bachelor HR Role_17 65627
125 EMP00914 26 Male Bachelor Finance Role_15 71863
126 EMP00915 32 Female High School Engineering Role_26 72642
127 EMP00919 31 Female Bachelor Legal Role_9 84674
128 EMP00924 23 Male Bachelor Finance Role_20 65922
129 EMP00927 47 Male Bachelor HR Role_22 64411
130 EMP00928 52 Male High School HR Role_22 70534
131 EMP00930 32 Male Master Sales Role_18 89725
132 EMP00935 50 Female Master Engineering Role_21 117927
133 EMP00951 34 Female Master HR Role_17 87329
134 EMP00959 41 Female Master Engineering Role_44 124524
135 EMP00960 33 Female Bachelor Finance Role_4 91551
136 EMP00966 27 Female Master Operations Role_21 76182
137 EMP00982 43 Female Bachelor Operations Role_46 72733
138 EMP00984 41 Male Master Finance Role_32 113258
139 EMP00997 65 Male Bachelor Sales Role_48 116812
140 EMP00999 33 Female Bachelor Legal Role_13 89049
141 EMP01001 36 Female Master Sales Role_34 83606
142 EMP01004 53 Male PhD Finance Role_37 116110
143 EMP01014 46 Male Bachelor Legal Role_28 82635
144 EMP01016 25 Male Bachelor R&D Role_4 82204
145 EMP01017 40 Male Bachelor Sales Role_18 82591
146 EMP01023 35 Male Master Finance Role_4 100014
147 EMP01030 41 Male Bachelor Legal Role_34 80961
148 EMP01057 33 Male Bachelor Sales Role_32 68878
149 EMP01058 29 Male Master Operations Role_10 81167
150 EMP01060 30 Female High School HR Role_39 55721
151 EMP01073 24 Female Master R&D Role_31 102075
152 EMP01088 42 Male Master R&D Role_24 98176
153 EMP01103 22 Male Master Sales Role_31 72000
154 EMP01105 31 Male Bachelor R&D Role_15 79870
155 EMP01116 36 Male PhD Marketing Role_43 89919
156 EMP01135 26 Female Bachelor HR Role_24 65097
157 EMP01140 32 Male Bachelor HR Role_43 63798
158 EMP01147 39 Male Bachelor R&D Role_10 98190
159 EMP01150 34 Male PhD HR Role_4 87510
160 EMP01165 34 Female Master Operations Role_35 77630
161 EMP01174 40 Female Master R&D Role_22 112000
162 EMP01193 49 Female Master Finance Role_34 107283
163 EMP01201 26 Male PhD Operations Role_46 74576
164 EMP01207 51 Female Master Sales Role_13 116914
165 EMP01214 50 Female Master Operations Role_11 85665
166 EMP01219 25 Male Bachelor Sales Role_24 76948
167 EMP01227 56 Male Master Legal Role_27 127187
168 EMP01234 24 Female Master Sales Role_10 83178
169 EMP01243 33 Female Bachelor Finance Role_40 77780
170 EMP01246 53 Male Bachelor HR Role_10 90370
171 EMP01248 31 Male High School HR Role_29 46210
172 EMP01251 39 Male Bachelor Marketing Role_22 83754
173 EMP01252 32 Male PhD Operations Role_32 94526
174 EMP01255 33 Female Bachelor Sales Role_39 66993
175 EMP01257 24 Male Bachelor HR Role_28 49572
176 EMP01274 44 Male Bachelor HR Role_9 77643
177 EMP01283 38 Female Bachelor Engineering Role_20 100043
178 EMP01296 55 Female Bachelor Legal Role_3 92303
179 EMP01298 29 Male Bachelor Operations Role_37 62567
180 EMP01306 31 Female Bachelor Sales Role_19 67416
181 EMP01307 39 Male Bachelor Finance Role_8 76468
182 EMP01314 29 Other High School R&D Role_7 70132
183 EMP01319 24 Female Master R&D Role_49 88466
184 EMP01326 22 Female Bachelor Operations Role_23 63270
185 EMP01333 40 Male Bachelor Marketing Role_47 79921
186 EMP01347 43 Male Bachelor Operations Role_4 85004
187 EMP01349 46 Male Bachelor Legal Role_4 86708
188 EMP01351 32 Female Bachelor Marketing Role_24 71320
189 EMP01370 52 Female PhD Finance Role_30 120468
190 EMP01371 35 Male Bachelor R&D Role_26 74608
191 EMP01381 33 Male Master Legal Role_18 103038
192 EMP01382 38 Male Bachelor Marketing Role_6 79768
193 EMP01389 34 Male Bachelor Operations Role_31 60822
194 EMP01392 37 Female PhD HR Role_7 81482
195 EMP01396 22 Male Bachelor Operations Role_8 52502
196 EMP01402 34 Male Master Engineering Role_49 90988
197 EMP01404 34 Female Bachelor Engineering Role_19 91714
198 EMP01426 46 Male PhD Sales Role_28 115704
199 EMP01432 22 Male Master R&D Role_21 79161
200 EMP01458 44 Female Bachelor Marketing Role_34 70581
201 EMP01469 44 Other Bachelor Finance Role_45 78386
202 EMP01478 30 Male Bachelor R&D Role_36 88510
203 EMP01500 36 Female Master Finance Role_12 103207
204 EMP01508 28 Male Bachelor Legal Role_15 62811
205 EMP01513 47 Female Bachelor Operations Role_6 82830
206 EMP01518 38 Female PhD Engineering Role_31 112886
207 EMP01530 34 Male Bachelor Finance Role_29 72313
208 EMP01538 44 Male Bachelor R&D Role_4 109900
209 EMP01548 29 Female Bachelor R&D Role_26 90812
210 EMP01550 52 Male Master Marketing Role_9 85490
211 EMP01552 30 Female Bachelor R&D Role_10 69729
212 EMP01553 36 Male Bachelor Marketing Role_23 66708
213 EMP01554 31 Male High School R&D Role_14 66224
214 EMP01558 38 Male Bachelor Marketing Role_19 64191
215 EMP01570 52 Female Bachelor R&D Role_38 101083
216 EMP01584 48 Female Bachelor Legal Role_29 84667
217 EMP01594 40 Female Master Finance Role_48 115928
218 EMP01596 22 Male Bachelor Finance Role_23 70617
219 EMP01604 38 Female Master Finance Role_35 91083
220 EMP01607 43 Female High School Legal Role_45 70791
221 EMP01621 57 Female High School R&D Role_45 87732
222 EMP01632 34 Male High School R&D Role_8 73201
223 EMP01633 22 Male PhD Finance Role_41 108250
224 EMP01644 44 Male High School HR Role_48 61837
225 EMP01646 56 Female Master Marketing Role_19 113127
226 EMP01654 52 Female High School Marketing Role_19 74828
227 EMP01656 46 Male Bachelor HR Role_30 65352
228 EMP01662 31 Female Bachelor Legal Role_31 86313
229 EMP01666 33 Female High School Legal Role_1 71622
230 EMP01670 43 Female Bachelor HR Role_28 68863
231 EMP01672 23 Female High School Marketing Role_12 53876
232 EMP01683 40 Female Bachelor Operations Role_27 67269
233 EMP01685 53 Female Bachelor Finance Role_45 106261
234 EMP01692 31 Male PhD Operations Role_30 93415
235 EMP01695 25 Female Master Marketing Role_27 85439
236 EMP01705 51 Female Master Operations Role_19 91290
237 EMP01706 44 Male High School Operations Role_12 68892
238 EMP01720 26 Male Master Legal Role_40 86411
239 EMP01736 37 Female Master HR Role_14 67393
240 EMP01737 48 Male Master Marketing Role_26 110824
241 EMP01738 48 Female PhD R&D Role_45 148106
242 EMP01748 48 Female Master Operations Role_46 87285
243 EMP01750 35 Male Bachelor Operations Role_45 70932
244 EMP01757 39 Male Master Sales Role_19 81450
245 EMP01759 38 Female Bachelor HR Role_12 68724
246 EMP01762 42 Male Bachelor Engineering Role_44 94842
247 EMP01768 41 Female Bachelor Operations Role_35 68518
248 EMP01787 26 Male Bachelor HR Role_3 53733
249 EMP01791 40 Male Master Finance Role_48 115537
250 EMP01798 24 Female PhD HR Role_41 79846
251 EMP01811 52 Male Bachelor Sales Role_20 104301
252 EMP01822 47 Female Bachelor Engineering Role_20 114608
253 EMP01828 40 Female Bachelor Operations Role_35 75974
254 EMP01830 32 Male Bachelor Marketing Role_16 72394
255 EMP01831 49 Male High School Engineering Role_46 88146
256 EMP01833 29 Female High School R&D Role_4 59228
257 EMP01840 27 Female Bachelor HR Role_17 57302
258 EMP01841 33 Male Master Finance Role_14 96802
259 EMP01850 48 Male Bachelor Sales Role_15 94566
260 EMP01855 30 Female High School HR Role_36 43438
261 EMP01869 43 Male Bachelor R&D Role_36 92625
262 EMP01877 27 Female Master R&D Role_17 92818
263 EMP01895 54 Female Bachelor Marketing Role_19 83215
264 EMP01901 47 Male PhD R&D Role_20 136496
265 EMP01904 51 Female Bachelor Marketing Role_32 98661
266 EMP01920 32 Male Bachelor Operations Role_39 65665
267 EMP01930 38 Female High School R&D Role_4 83171
268 EMP01931 35 Male Master Marketing Role_39 81545
269 EMP01934 43 Female PhD Finance Role_28 128040
270 EMP01936 38 Male Master Marketing Role_43 95947
271 EMP01947 36 Female High School Operations Role_14 55884
272 EMP01956 29 Male Bachelor Legal Role_4 83564
273 EMP01958 64 Female High School Engineering Role_38 93544
274 EMP01963 41 Male Bachelor Sales Role_5 93427
275 EMP01972 52 Male Master Operations Role_20 103989
276 EMP01975 52 Other Master Sales Role_20 102332
277 EMP01977 26 Male High School Finance Role_48 66118
278 EMP01990 23 Male Master Operations Role_8 64054
279 EMP01994 38 Female Bachelor Engineering Role_48 92567
280 EMP02018 59 Male High School R&D Role_43 95593
281 EMP02022 43 Male High School Sales Role_16 75001
282 EMP02026 33 Female Bachelor HR Role_22 68172
283 EMP02036 40 Female Bachelor HR Role_25 65325
284 EMP02041 36 Male Master Marketing Role_29 80713
285 EMP02047 44 Female Bachelor R&D Role_8 101271
286 EMP02051 27 Male Bachelor R&D Role_20 79052
287 EMP02053 31 Male Bachelor Operations Role_18 61941
288 EMP02057 22 Female Bachelor HR Role_36 56452
289 EMP02060 41 Male Master Sales Role_15 80878
290 EMP02085 22 Female Bachelor Marketing Role_28 57633
291 EMP02086 46 Female Master Operations Role_29 85665
292 EMP02087 37 Male Bachelor Legal Role_20 77508
293 EMP02093 23 Male Bachelor Legal Role_21 77608
294 EMP02097 49 Female High School Engineering Role_5 98686
295 EMP02106 37 Other Master Marketing Role_13 75534
296 EMP02110 36 Female Master Sales Role_28 80205
297 EMP02111 30 Male Bachelor HR Role_40 53760
298 EMP02119 51 Male Bachelor HR Role_31 87477
299 EMP02120 22 Male Master Sales Role_8 84702
300 EMP02123 31 Female Bachelor Sales Role_23 72243
301 EMP02127 47 Female PhD Sales Role_4 118284
302 EMP02130 28 Male Bachelor Operations Role_49 55915
303 EMP02135 30 Male PhD Sales Role_43 109182
304 EMP02137 42 Male Master HR Role_28 76984
305 EMP02153 38 Male Master Sales Role_45 84820
306 EMP02154 22 Male Master Engineering Role_35 99787
307 EMP02160 41 Female Master Marketing Role_20 94780
308 EMP02182 44 Male Master Finance Role_47 119541
309 EMP02183 51 Male Bachelor Marketing Role_10 82170
310 EMP02185 39 Female PhD Operations Role_8 85424
311 EMP02204 22 Female Bachelor Finance Role_33 68374
312 EMP02209 37 Male Master Operations Role_27 85833
313 EMP02216 36 Female High School Sales Role_18 67614
314 EMP02220 31 Male Bachelor Marketing Role_36 60627
315 EMP02222 39 Male Bachelor R&D Role_4 98194
316 EMP02231 24 Male Bachelor Sales Role_7 65682
317 EMP02232 39 Male Master Finance Role_11 93664
318 EMP02235 33 Male PhD Marketing Role_47 91574
319 EMP02247 45 Male Master Sales Role_46 88306
320 EMP02249 49 Female Master Marketing Role_30 93486
321 EMP02257 22 Female Bachelor Operations Role_38 64136
322 EMP02259 31 Female PhD Legal Role_14 104091
323 EMP02260 54 Female Bachelor Engineering Role_11 120451
324 EMP02286 34 Female Bachelor Finance Role_20 89068
325 EMP02289 45 Male PhD Sales Role_12 106809
326 EMP02293 31 Female Bachelor HR Role_23 66164
327 EMP02313 31 Male PhD R&D Role_25 117741
328 EMP02329 52 Male PhD Finance Role_22 111908
329 EMP02330 40 Other Bachelor Finance Role_6 88667
330 EMP02331 29 Female Bachelor HR Role_4 55023
331 EMP02333 24 Male Bachelor Marketing Role_15 64223
332 EMP02337 33 Male High School Sales Role_35 68833
333 EMP02352 43 Female Master HR Role_5 74869
334 EMP02355 27 Male Master Marketing Role_4 67841
335 EMP02359 40 Female Bachelor Sales Role_34 90397
336 EMP02362 34 Female PhD Engineering Role_5 131346
337 EMP02368 35 Male Bachelor Sales Role_34 65585
338 EMP02372 22 Male Master Marketing Role_2 68408
339 EMP02374 25 Male Bachelor HR Role_2 61187
340 EMP02375 41 Female Bachelor Finance Role_41 93046
341 EMP02377 37 Male High School Finance Role_7 71947
342 EMP02388 35 Female High School Operations Role_12 49405
343 EMP02418 38 Male Master R&D Role_8 112354
344 EMP02426 49 Female High School R&D Role_24 76018
345 EMP02429 22 Male Bachelor R&D Role_39 78323
346 EMP02434 30 Male Bachelor Legal Role_26 81251
347 EMP02435 42 Male Bachelor Legal Role_1 91251
348 EMP02439 32 Male High School Marketing Role_49 50284
349 EMP02441 32 Male High School Operations Role_33 47047
350 EMP02444 43 Female Master R&D Role_1 118911
351 EMP02451 22 Male Bachelor Engineering Role_18 81488
352 EMP02455 29 Female Bachelor Finance Role_34 75823
353 EMP02461 23 Male Bachelor HR Role_42 52568
354 EMP02462 44 Female Master Sales Role_19 85981
355 EMP02474 38 Male Bachelor Operations Role_33 81425
356 EMP02477 34 Male Bachelor Marketing Role_21 65684
357 EMP02503 44 Male Bachelor Finance Role_39 96778
358 EMP02510 22 Female PhD Operations Role_20 81525
359 EMP02520 31 Female PhD Sales Role_34 101267
360 EMP02535 36 Other Bachelor Sales Role_24 77547
361 EMP02538 22 Female Bachelor R&D Role_20 72943
362 EMP02542 30 Female High School Engineering Role_7 77572
363 EMP02544 56 Male Master R&D Role_34 133625
364 EMP02555 31 Female Bachelor Finance Role_17 77326
365 EMP02571 22 Male Master Marketing Role_35 68236
366 EMP02576 36 Male High School Operations Role_34 57586
367 EMP02578 46 Female PhD Legal Role_23 118984
368 EMP02596 29 Female Master Finance Role_46 87886
369 EMP02604 31 Female Master Marketing Role_12 83506
370 EMP02623 47 Female Bachelor Operations Role_11 83065
371 EMP02634 28 Male Bachelor Engineering Role_42 73707
372 EMP02636 49 Male Master Finance Role_26 108349
373 EMP02637 40 Female Bachelor Engineering Role_16 87505
374 EMP02669 22 Male Bachelor Marketing Role_39 65322
375 EMP02680 37 Female Bachelor Operations Role_19 67743
376 EMP02689 22 Male Master Finance Role_40 83085
377 EMP02695 34 Male Bachelor Finance Role_9 90396
378 EMP02696 29 Female Master Finance Role_2 86405
379 EMP02701 22 Female Bachelor Operations Role_42 60513
380 EMP02706 22 Female Bachelor R&D Role_35 84257
381 EMP02709 46 Male High School Marketing Role_9 64757
382 EMP02711 45 Female Master HR Role_8 73156
383 EMP02712 26 Male Bachelor Engineering Role_30 88539
384 EMP02716 25 Female High School Sales Role_29 52092
385 EMP02717 33 Male Master HR Role_10 74448
386 EMP02718 31 Male Bachelor Finance Role_43 87508
387 EMP02721 38 Female PhD Legal Role_39 100056
388 EMP02726 31 Female Bachelor R&D Role_21 88093
389 EMP02738 37 Male Bachelor Finance Role_15 88629
390 EMP02745 23 Male Bachelor Operations Role_49 56624
391 EMP02747 29 Male PhD Sales Role_39 112030
392 EMP02762 42 Female Master Finance Role_46 109360
393 EMP02776 43 Other Bachelor Finance Role_24 101132
394 EMP02794 34 Male Bachelor HR Role_1 56581
395 EMP02796 36 Other Master Engineering Role_23 120112
396 EMP02810 39 Male Bachelor Operations Role_29 74211
397 EMP02815 42 Female Bachelor HR Role_45 62545
398 EMP02819 34 Male Master HR Role_49 69791
399 EMP02826 33 Male Bachelor Sales Role_47 73649
400 EMP02828 29 Female Bachelor Legal Role_34 70018
401 EMP02840 35 Female Bachelor Marketing Role_35 67186
402 EMP02841 40 Female Master Marketing Role_40 87551
403 EMP02849 22 Female Bachelor Sales Role_28 70292
404 EMP02854 59 Female Bachelor Marketing Role_15 96603
405 EMP02866 53 Female Master Operations Role_22 87523
406 EMP02884 38 Female Master Operations Role_21 80389
407 EMP02886 32 Other Bachelor HR Role_48 58378
408 EMP02897 40 Male Master Legal Role_41 111408
409 EMP02903 54 Female Master Engineering Role_28 131895
410 EMP02910 39 Male Bachelor Legal Role_1 75154
411 EMP02911 46 Male Bachelor Marketing Role_43 76931
412 EMP02913 38 Male High School Engineering Role_20 81384
413 EMP02916 46 Male Master HR Role_40 74729
414 EMP02919 43 Male Master Finance Role_17 119537
415 EMP02934 22 Female Bachelor Engineering Role_40 72591
416 EMP02935 25 Female Bachelor Sales Role_33 63538
417 EMP02936 39 Male Bachelor HR Role_24 76787
418 EMP02941 38 Female Bachelor Engineering Role_34 93233
419 EMP02943 22 Male Master HR Role_34 68217
420 EMP02958 44 Male Master Legal Role_26 113544
421 EMP02973 38 Male Bachelor Legal Role_40 79496
422 EMP02988 38 Male Master Finance Role_11 98825
423 EMP02995 44 Male Bachelor R&D Role_42 104776
424 EMP02996 35 Other Bachelor Finance Role_14 75294
425 EMP03005 27 Male Bachelor Finance Role_47 66672
426 EMP03018 22 Female Master Legal Role_14 84245
427 EMP03020 58 Male Bachelor Operations Role_5 93690
428 EMP03021 28 Male Bachelor HR Role_46 60352
429 EMP03028 43 Male Bachelor Finance Role_27 89026
430 EMP03033 32 Male PhD Marketing Role_9 83331
431 EMP03037 33 Female PhD Engineering Role_22 115344
432 EMP03039 30 Male Bachelor Legal Role_11 63963
433 EMP03047 57 Female Bachelor Marketing Role_48 104926
434 EMP03068 23 Female Master Legal Role_47 80454
435 EMP03078 41 Female PhD Marketing Role_27 104982
436 EMP03100 34 Other Master Marketing Role_29 87475
437 EMP03107 25 Male High School Sales Role_39 57338
438 EMP03125 31 Male Bachelor Marketing Role_4 63757
439 EMP03126 22 Male High School Sales Role_43 53361
440 EMP03134 47 Male Master Legal Role_30 104984
441 EMP03138 28 Male Master Marketing Role_16 88415
442 EMP03148 31 Male Master HR Role_12 83347
443 EMP03166 45 Female Bachelor Sales Role_25 88549
444 EMP03169 46 Female Master Operations Role_1 96514
445 EMP03173 40 Other Bachelor HR Role_35 74090
446 EMP03175 25 Female Master Sales Role_27 89784
447 EMP03183 33 Male High School Engineering Role_49 74768
448 EMP03185 47 Female Bachelor Marketing Role_17 84856
449 EMP03188 36 Female High School Operations Role_47 59981
450 EMP03197 33 Male Bachelor Sales Role_46 83703
451 EMP03199 51 Male Bachelor Engineering Role_30 100603
452 EMP03203 38 Female High School Finance Role_35 78096
453 EMP03205 25 Male Bachelor R&D Role_14 76244
454 EMP03214 40 Male Bachelor Sales Role_47 92017
455 EMP03225 33 Male Bachelor Legal Role_13 72081
456 EMP03227 24 Male Master Legal Role_3 75881
457 EMP03231 49 Male Master Legal Role_26 104100
458 EMP03243 33 Male Master HR Role_38 69713
459 EMP03244 43 Male Bachelor Operations Role_8 83870
460 EMP03247 27 Male Master HR Role_33 71767
461 EMP03249 33 Male Bachelor R&D Role_15 86671
462 EMP03250 28 Other Bachelor Finance Role_23 86314
463 EMP03251 37 Female PhD HR Role_28 92428
464 EMP03256 36 Female High School Finance Role_16 72049
465 EMP03258 41 Male Bachelor Operations Role_7 74842
466 EMP03268 49 Female Master Engineering Role_10 108838
467 EMP03278 22 Male Master Operations Role_2 60610
468 EMP03280 54 Female Bachelor HR Role_29 75873
469 EMP03281 46 Other PhD Operations Role_39 109263
470 EMP03290 35 Female High School Finance Role_27 61732
471 EMP03295 51 Female Master Operations Role_12 84791
472 EMP03296 49 Female Master Marketing Role_38 87747
473 EMP03298 40 Male Master Marketing Role_11 86937
474 EMP03308 31 Female Bachelor HR Role_25 69166
475 EMP03311 42 Female Bachelor HR Role_7 63195
476 EMP03318 29 Female Master Engineering Role_13 101592
477 EMP03323 22 Female Master R&D Role_23 77037
478 EMP03327 61 Male PhD Engineering Role_15 147533
479 EMP03334 33 Male Bachelor Legal Role_40 77985
480 EMP03343 48 Female High School Operations Role_23 70236
481 EMP03344 45 Male Master R&D Role_18 115467
482 EMP03356 49 Male Master Marketing Role_43 95497
483 EMP03358 45 Male High School Engineering Role_41 74618
484 EMP03359 22 Male PhD R&D Role_27 98105
485 EMP03366 24 Female Master HR Role_49 69977
486 EMP03369 27 Female Master Marketing Role_19 71196
487 EMP03373 25 Male PhD R&D Role_4 112412
488 EMP03375 39 Female Bachelor Engineering Role_2 91529
489 EMP03379 37 Male Master HR Role_4 87377
490 EMP03384 24 Other Master HR Role_33 69526
491 EMP03385 24 Male High School R&D Role_11 57867
492 EMP03391 29 Male Bachelor Marketing Role_26 64552
493 EMP03400 37 Female Bachelor R&D Role_2 90318
494 EMP03403 42 Female Bachelor Engineering Role_18 96291
495 EMP03415 48 Female Bachelor Engineering Role_2 112377
496 EMP03421 41 Female PhD R&D Role_48 117549
497 EMP03424 38 Female Bachelor Engineering Role_40 106572
498 EMP03444 41 Female PhD Sales Role_28 97226
499 EMP03445 34 Male Bachelor R&D Role_42 88044
500 EMP03452 58 Male Bachelor Sales Role_37 101355
501 EMP03454 28 Female Bachelor Operations Role_4 61123
502 EMP03455 32 Male High School Engineering Role_48 71969
503 EMP03465 26 Female Master Engineering Role_7 107084
504 EMP03472 23 Male Bachelor Legal Role_22 60159
505 EMP03475 43 Female Bachelor Legal Role_24 88373
506 EMP03479 34 Male Bachelor Legal Role_39 73620
507 EMP03486 26 Female Bachelor R&D Role_45 69282
508 EMP03487 22 Male Bachelor Sales Role_6 56636
509 EMP03490 44 Female Master Engineering Role_46 115389
510 EMP03491 29 Female Bachelor Engineering Role_14 74194
511 EMP03498 47 Male Bachelor R&D Role_15 99119
512 EMP03508 39 Female Bachelor Sales Role_39 90975
513 EMP03531 65 Female Master Legal Role_23 110566
514 EMP03535 30 Female PhD Sales Role_47 98300
515 EMP03548 22 Male Bachelor R&D Role_39 63024
516 EMP03557 57 Male Master Sales Role_47 114574
517 EMP03565 39 Female Bachelor Legal Role_30 80229
518 EMP03568 38 Female Bachelor Finance Role_25 91554
519 EMP03576 34 Male Bachelor R&D Role_6 79544
520 EMP03591 29 Male Master Sales Role_15 96274
521 EMP03593 31 Female Master Finance Role_25 96386
522 EMP03595 40 Female Master R&D Role_44 116893
523 EMP03598 30 Male High School R&D Role_9 70027
524 EMP03608 60 Male Master Marketing Role_33 95483
525 EMP03612 30 Male Master Marketing Role_21 76386
526 EMP03625 22 Male Bachelor Marketing Role_23 68586
527 EMP03626 35 Female Master R&D Role_34 107449
528 EMP03629 64 Male Bachelor Operations Role_23 81159
529 EMP03635 36 Female Master Operations Role_7 88908
530 EMP03639 29 Female High School R&D Role_2 71842
531 EMP03644 32 Male Bachelor Marketing Role_26 72229
532 EMP03664 22 Male Bachelor R&D Role_16 64829
533 EMP03667 48 Female High School Sales Role_28 80797
534 EMP03683 42 Female Master Sales Role_36 106697
535 EMP03690 34 Male Bachelor R&D Role_46 93153
536 EMP03697 50 Male Bachelor HR Role_36 70071
537 EMP03700 24 Male Bachelor Engineering Role_42 70303
538 EMP03706 33 Female Bachelor Marketing Role_39 66089
539 EMP03711 38 Female Master Engineering Role_2 102319
540 EMP03718 43 Male PhD Sales Role_48 93508
541 EMP03720 43 Male PhD Marketing Role_39 115564
542 EMP03735 41 Male Bachelor Legal Role_17 81392
543 EMP03737 22 Male Bachelor R&D Role_37 69284
544 EMP03748 52 Female Master Sales Role_13 106574
545 EMP03759 33 Female PhD Sales Role_27 113874
546 EMP03764 22 Female Bachelor Operations Role_14 57880
547 EMP03767 31 Male Master Marketing Role_40 80653
548 EMP03770 22 Male Bachelor Finance Role_19 62937
549 EMP03777 47 Female Bachelor HR Role_22 84450
550 EMP03779 42 Male PhD HR Role_48 89557
551 EMP03783 42 Male Bachelor Operations Role_34 68275
552 EMP03789 45 Female Bachelor Sales Role_19 88419
553 EMP03798 47 Female Master Legal Role_27 109646
554 EMP03806 49 Female PhD Sales Role_26 126236
555 EMP03807 38 Female PhD Engineering Role_12 136195
556 EMP03819 34 Female High School Sales Role_41 67433
557 EMP03825 56 Female Bachelor R&D Role_1 98182
558 EMP03835 27 Male High School HR Role_26 41753
559 EMP03850 26 Other PhD R&D Role_33 100240
560 EMP03862 44 Male PhD HR Role_48 107554
561 EMP03866 22 Female Master R&D Role_11 94218
562 EMP03872 36 Female Master Legal Role_33 81848
563 EMP03875 37 Female Bachelor Marketing Role_31 64072
564 EMP03880 30 Male Bachelor Finance Role_21 77613
565 EMP03884 54 Female Master Finance Role_16 106981
566 EMP03886 29 Male Master HR Role_23 68684
567 EMP03888 28 Female High School HR Role_24 44337
568 EMP03892 35 Male Master Engineering Role_9 108255
569 EMP03893 36 Female Master R&D Role_1 111531
570 EMP03894 38 Male Bachelor Legal Role_18 76715
571 EMP03895 22 Male Master Marketing Role_32 80338
572 EMP03896 42 Male Bachelor Legal Role_15 86002
573 EMP03900 49 Female Master Legal Role_42 90918
574 EMP03917 23 Male Master Sales Role_12 75492
575 EMP03925 47 Female Bachelor Engineering Role_21 89400
576 EMP03938 31 Female Bachelor R&D Role_12 82998
577 EMP03942 36 Male High School Finance Role_46 63216
578 EMP03944 28 Male High School Engineering Role_33 74551
579 EMP03947 31 Male Master Operations Role_41 89672
580 EMP03951 22 Male Bachelor Finance Role_44 71764
581 EMP03965 34 Female PhD Legal Role_16 107324
582 EMP03973 31 Other Bachelor Sales Role_48 70685
583 EMP03975 32 Female Bachelor HR Role_38 62721
584 EMP03979 35 Female Master Marketing Role_12 87357
585 EMP03989 43 Male Bachelor Finance Role_4 80397
586 EMP04000 29 Female Bachelor Marketing Role_5 69006
587 EMP04005 53 Female Master Operations Role_30 95847
588 EMP04007 37 Female Bachelor Marketing Role_34 75031
589 EMP04011 29 Male Master Legal Role_37 87998
590 EMP04025 29 Female Bachelor R&D Role_7 88046
591 EMP04037 38 Male PhD Sales Role_9 99023
592 EMP04040 55 Female Master Operations Role_23 98262
593 EMP04045 39 Female Bachelor Finance Role_9 99186
594 EMP04059 31 Male Master Engineering Role_25 114940
595 EMP04063 31 Male Bachelor Legal Role_21 70140
596 EMP04065 46 Male Bachelor Engineering Role_48 108376
597 EMP04068 45 Male PhD HR Role_39 94074
598 EMP04071 40 Male Bachelor Engineering Role_44 81230
599 EMP04094 44 Male Bachelor R&D Role_15 104374
600 EMP04095 41 Female PhD Finance Role_3 124924
601 EMP04109 49 Male Master Sales Role_39 94252
602 EMP04110 28 Male Master R&D Role_23 103918
603 EMP04113 36 Male Master Marketing Role_11 85174
604 EMP04127 43 Female PhD Finance Role_14 133326
605 EMP04133 42 Female Bachelor Engineering Role_18 111009
606 EMP04137 32 Female Bachelor Operations Role_1 70156
607 EMP04139 50 Female Bachelor Legal Role_19 97033
608 EMP04143 28 Male Master Finance Role_29 93747
609 EMP04146 37 Male Master Sales Role_3 79154
610 EMP04150 39 Female PhD Marketing Role_40 103837
611 EMP04153 48 Male Bachelor R&D Role_48 102276
612 EMP04162 31 Male Bachelor Engineering Role_34 95197
613 EMP04163 43 Male Bachelor Operations Role_31 65124
614 EMP04187 55 Female Master Engineering Role_5 119176
615 EMP04191 40 Female Master Finance Role_2 100410
616 EMP04224 22 Male Bachelor R&D Role_24 81577
617 EMP04233 39 Female PhD Operations Role_43 85952
618 EMP04250 52 Male Master Sales Role_43 111826
619 EMP04265 52 Other PhD Finance Role_23 124966
620 EMP04285 52 Male Bachelor Sales Role_1 90660
621 EMP04290 28 Male PhD Legal Role_12 92567
622 EMP04297 44 Female High School R&D Role_11 91836
623 EMP04298 31 Female Master Engineering Role_2 99615
624 EMP04308 51 Male Bachelor Legal Role_8 90698
625 EMP04313 39 Female PhD Engineering Role_19 124408
626 EMP04317 43 Male Master Legal Role_8 113795
627 EMP04319 48 Female High School Engineering Role_45 88533
628 EMP04322 33 Male High School Operations Role_39 50722
629 EMP04348 42 Male Bachelor Operations Role_37 70502
630 EMP04355 44 Male Master Legal Role_2 111188
631 EMP04363 26 Male Master Finance Role_36 76188
632 EMP04364 22 Female Master Marketing Role_29 69810
633 EMP04366 22 Male High School Sales Role_24 50646
634 EMP04369 28 Male Bachelor Operations Role_27 58468
635 EMP04376 24 Male High School HR Role_44 45003
636 EMP04378 25 Female PhD Sales Role_34 95464
637 EMP04382 47 Male PhD HR Role_13 107822
638 EMP04402 34 Female PhD Engineering Role_1 117450
639 EMP04405 36 Male Bachelor Finance Role_18 90479
640 EMP04411 46 Female Bachelor Marketing Role_45 86488
641 EMP04412 29 Other Bachelor Legal Role_46 76444
642 EMP04417 22 Male Master Marketing Role_36 76119
643 EMP04425 45 Female High School Operations Role_2 60635
644 EMP04427 35 Female Master Finance Role_20 93656
645 EMP04454 41 Female High School Engineering Role_33 69357
646 EMP04460 32 Male Bachelor Marketing Role_49 71742
647 EMP04462 30 Female Master Operations Role_24 82977
648 EMP04480 41 Male Master Finance Role_46 103677
649 EMP04482 40 Female Bachelor Finance Role_17 84820
650 EMP04507 56 Female High School Finance Role_33 96429
651 EMP04509 45 Female Master Finance Role_48 104757
652 EMP04510 24 Male PhD HR Role_35 87665
653 EMP04525 27 Male Bachelor Engineering Role_17 88961
654 EMP04528 34 Male Master Operations Role_16 71155
655 EMP04552 49 Female High School HR Role_1 74543
656 EMP04554 44 Other High School Finance Role_2 85631
657 EMP04559 34 Male Bachelor Sales Role_23 74649
658 EMP04570 29 Female Bachelor Engineering Role_25 86893
659 EMP04580 42 Male Bachelor Finance Role_39 96985
660 EMP04583 49 Male Bachelor Legal Role_47 94217
661 EMP04591 36 Female Master Finance Role_4 86353
662 EMP04596 25 Female Bachelor Sales Role_43 70880
663 EMP04600 40 Female High School Marketing Role_32 55697
664 EMP04602 44 Female Bachelor Finance Role_28 87143
665 EMP04603 39 Other Master HR Role_31 82286
666 EMP04609 35 Female Bachelor Finance Role_5 76504
667 EMP04610 49 Male High School Legal Role_42 67446
668 EMP04629 42 Male Bachelor Legal Role_8 98845
669 EMP04648 36 Female Bachelor Finance Role_14 83697
670 EMP04652 30 Male Master R&D Role_41 93551
671 EMP04658 34 Male Bachelor HR Role_4 63699
672 EMP04667 35 Male Master Sales Role_34 84336
673 EMP04678 38 Male PhD Sales Role_36 101180
674 EMP04687 28 Male High School Marketing Role_45 56755
675 EMP04706 22 Male High School Marketing Role_46 54803
676 EMP04709 34 Female High School Marketing Role_12 53832
677 EMP04711 29 Male Master Operations Role_4 88065
678 EMP04713 43 Female Master Finance Role_17 118165
679 EMP04720 37 Female High School Marketing Role_29 59748
680 EMP04727 26 Male PhD Sales Role_42 104894
681 EMP04730 28 Male Master HR Role_18 62156
682 EMP04731 22 Female Bachelor Engineering Role_36 82886
683 EMP04740 22 Female Master Engineering Role_17 104153
684 EMP04749 43 Female High School Sales Role_28 69949
685 EMP04770 36 Female High School Legal Role_30 66399
686 EMP04771 22 Female High School R&D Role_20 59209
687 EMP04784 40 Female Bachelor Engineering Role_21 96687
688 EMP04818 31 Female Bachelor Operations Role_36 65200
689 EMP04820 44 Male Master Legal Role_29 116804
690 EMP04822 46 Female Bachelor Sales Role_30 95444
691 EMP04825 42 Male Bachelor Finance Role_34 77642
692 EMP04827 31 Male Bachelor Sales Role_23 79343
693 EMP04839 48 Male High School Finance Role_18 69790
694 EMP04840 35 Female Master Operations Role_33 80875
695 EMP04847 42 Male Bachelor Marketing Role_39 67371
696 EMP04851 44 Female Master Finance Role_31 118161
697 EMP04865 37 Male Bachelor Finance Role_3 84041
698 EMP04867 49 Male PhD Legal Role_2 112825
699 EMP04873 32 Female Master Engineering Role_33 112054
700 EMP04886 23 Female Bachelor Marketing Role_1 65784
701 EMP04888 36 Female PhD R&D Role_46 116010
702 EMP04891 24 Male High School Sales Role_24 49948
703 EMP04893 31 Female Master HR Role_35 68869
704 EMP04898 31 Female PhD Sales Role_10 109943
705 EMP04914 23 Male Bachelor Marketing Role_20 58425
706 EMP04920 46 Other High School Engineering Role_27 73600
707 EMP04921 31 Male Bachelor R&D Role_28 90878
708 EMP04927 40 Female Bachelor Sales Role_29 85647
709 EMP04938 24 Female Bachelor Sales Role_21 76403
710 EMP04942 43 Female Bachelor Marketing Role_33 67772
711 EMP04956 37 Male High School Engineering Role_33 81228
712 EMP04961 23 Male Bachelor Finance Role_45 72417
713 EMP04962 36 Female Bachelor Legal Role_11 88075
714 EMP04968 22 Male High School Engineering Role_11 61586
715 EMP04970 22 Male PhD Sales Role_34 78356
716 EMP04979 39 Female Bachelor Marketing Role_28 72670
717 EMP04990 41 Female High School Finance Role_1 67655
718 EMP04999 50 Male PhD R&D Role_44 113157
719 EMP05012 25 Male Master R&D Role_3 84927
720 EMP05020 34 Male PhD Marketing Role_49 96148
721 EMP05026 25 Male Bachelor R&D Role_39 81877
722 EMP05039 32 Female Bachelor Finance Role_13 79766
723 EMP05069 41 Female Bachelor Operations Role_10 66512
724 EMP05094 37 Male Bachelor Engineering Role_3 85435
725 EMP05102 24 Female Master Legal Role_7 76594
726 EMP05103 64 Male High School Sales Role_28 76452
727 EMP05106 55 Female High School HR Role_40 77985
728 EMP05112 26 Male High School Legal Role_16 53960
729 EMP05120 39 Female High School Operations Role_11 52791
730 EMP05123 22 Male Bachelor Operations Role_46 62169
731 EMP05138 40 Female Bachelor Marketing Role_40 82715
732 EMP05140 49 Female PhD Finance Role_12 139084
733 EMP05144 35 Male PhD Legal Role_24 108929
734 EMP05147 49 Male PhD Engineering Role_23 120972
735 EMP05151 22 Female Bachelor Engineering Role_38 84822
736 EMP05152 39 Male High School Marketing Role_37 66048
737 EMP05162 34 Female Bachelor Engineering Role_48 80458
738 EMP05164 26 Male PhD R&D Role_4 99560
739 EMP05165 31 Male Master Sales Role_4 78336
740 EMP05173 29 Female Master Operations Role_38 81509
741 EMP05174 23 Male PhD Sales Role_49 100300
742 EMP05188 34 Male Bachelor Operations Role_31 65693
743 EMP05189 47 Male Master Marketing Role_44 87022
744 EMP05190 27 Female Bachelor Finance Role_15 80288
745 EMP05209 22 Male Master Finance Role_46 76847
746 EMP05224 43 Female Bachelor Finance Role_30 94460
747 EMP05229 58 Male High School Finance Role_38 87003
748 EMP05237 52 Male Master Engineering Role_37 120215
749 EMP05238 28 Male Master Legal Role_5 87347
750 EMP05245 30 Female Bachelor Operations Role_40 57134
751 EMP05247 49 Male High School Sales Role_22 78907
752 EMP05255 34 Female Bachelor R&D Role_35 92078
753 EMP05256 39 Female Bachelor Marketing Role_32 68874
754 EMP05259 26 Female Master Engineering Role_3 91237
755 EMP05272 29 Male High School Engineering Role_34 63732
756 EMP05276 49 Male Master Finance Role_47 108828
757 EMP05279 22 Female Bachelor R&D Role_36 64038
758 EMP05282 22 Male Bachelor Sales Role_41 58898
759 EMP05294 22 Male High School Marketing Role_27 54452
760 EMP05295 26 Male Bachelor Marketing Role_48 61257
761 EMP05300 46 Male PhD Legal Role_33 120348
762 EMP05303 37 Female Bachelor Engineering Role_15 88774
763 EMP05305 45 Female High School HR Role_39 63985
764 EMP05309 27 Male High School Engineering Role_39 66074
765 EMP05310 51 Female Bachelor Finance Role_7 104386
766 EMP05311 25 Female Bachelor Legal Role_2 76343
767 EMP05338 40 Female High School Legal Role_19 64625
768 EMP05340 32 Female Bachelor Legal Role_14 71841
769 EMP05341 31 Male Master Legal Role_32 84377
770 EMP05347 39 Female Master Sales Role_48 80988
771 EMP05348 22 Female Bachelor Legal Role_42 65256
772 EMP05352 32 Female Bachelor Marketing Role_4 60349
773 EMP05354 65 Male Bachelor Marketing Role_44 110202
774 EMP05358 29 Male Master HR Role_19 83662
775 EMP05366 50 Male Bachelor Finance Role_23 99850
776 EMP05382 43 Male Bachelor Sales Role_7 72942
777 EMP05386 24 Female Bachelor Finance Role_18 61929
778 EMP05387 51 Male Master Legal Role_13 112018
779 EMP05394 35 Female Master Sales Role_45 78292
780 EMP05396 29 Male Bachelor Marketing Role_39 63541
781 EMP05399 40 Male Bachelor Marketing Role_8 85913
782 EMP05420 33 Male High School Legal Role_32 57178
783 EMP05424 22 Male Master Operations Role_13 72838
784 EMP05454 32 Male Bachelor Finance Role_39 90523
785 EMP05461 40 Male Master Marketing Role_18 92883
786 EMP05473 32 Female Master R&D Role_18 89861
787 EMP05477 29 Female Bachelor R&D Role_44 72684
788 EMP05489 41 Male High School Finance Role_46 84244
789 EMP05490 34 Female Master Marketing Role_46 80106
790 EMP05501 49 Male High School Legal Role_12 72227
791 EMP05529 32 Female PhD Legal Role_15 111045
792 EMP05541 27 Female High School Operations Role_42 51804
793 EMP05543 48 Male Bachelor Finance Role_8 109420
794 EMP05546 55 Male Bachelor Engineering Role_7 127429
795 EMP05558 36 Female Bachelor Sales Role_40 85841
796 EMP05563 31 Female Bachelor Engineering Role_28 87018
797 EMP05569 23 Male Bachelor Engineering Role_45 87522
798 EMP05571 47 Male Bachelor Legal Role_48 92896
799 EMP05574 50 Male PhD Legal Role_40 104727
800 EMP05577 42 Male Bachelor HR Role_25 63715
801 EMP05581 22 Male Master Marketing Role_44 63922
802 EMP05591 37 Male Bachelor Engineering Role_22 96337
803 EMP05598 30 Male Master Marketing Role_38 76169
804 EMP05601 35 Male Bachelor Legal Role_36 81510
805 EMP05620 31 Female Bachelor Engineering Role_7 79307
806 EMP05625 22 Other Master Finance Role_46 74423
807 EMP05627 28 Male Master Engineering Role_14 94854
808 EMP05631 31 Female High School Engineering Role_33 66141
809 EMP05640 44 Female Master HR Role_38 95019
810 EMP05643 41 Male High School Engineering Role_12 78841
811 EMP05675 44 Female Bachelor HR Role_24 62895
812 EMP05682 40 Female Master Sales Role_3 91926
813 EMP05687 33 Male Bachelor Marketing Role_15 70617
814 EMP05689 26 Female High School Finance Role_28 61575
815 EMP05691 41 Female Bachelor Finance Role_16 94695
816 EMP05700 49 Male High School Sales Role_38 80029
817 EMP05702 22 Male Bachelor Marketing Role_11 68556
818 EMP05705 57 Female High School Legal Role_37 94442
819 EMP05717 37 Female Master HR Role_48 75916
820 EMP05720 28 Male Bachelor R&D Role_27 86199
821 EMP05733 39 Female High School Marketing Role_49 70050
822 EMP05738 32 Male Bachelor Sales Role_3 84574
823 EMP05751 44 Female Bachelor HR Role_42 64774
824 EMP05771 34 Female Bachelor Marketing Role_32 76302
825 EMP05775 44 Female PhD Sales Role_24 110962
826 EMP05787 36 Female Bachelor Operations Role_14 61677
827 EMP05793 32 Male Master R&D Role_44 87678
828 EMP05809 43 Other High School R&D Role_41 76112
829 EMP05817 28 Male Master Engineering Role_28 108448
830 EMP05820 43 Female Bachelor R&D Role_27 99366
831 EMP05832 29 Male High School Operations Role_10 56416
832 EMP05839 53 Female Bachelor Legal Role_34 102308
833 EMP05841 22 Male Bachelor Legal Role_32 66940
834 EMP05862 24 Male Bachelor Finance Role_41 70506
835 EMP05868 22 Female Master Finance Role_38 97290
836 EMP05869 49 Male Bachelor Legal Role_31 82869
837 EMP05877 37 Female Bachelor Legal Role_30 88679
838 EMP05883 55 Male PhD Legal Role_45 110768
839 EMP05888 50 Female Master Operations Role_11 95701
840 EMP05889 56 Female Bachelor Engineering Role_36 119713
841 EMP05908 22 Female Bachelor HR Role_15 58325
842 EMP05911 30 Female Bachelor R&D Role_11 89607
843 EMP05913 45 Female Master Engineering Role_16 127949
844 EMP05942 22 Male Bachelor Finance Role_16 74429
845 EMP05950 33 Female Master Operations Role_7 88628
846 EMP05962 24 Other Bachelor Finance Role_14 82224
847 EMP05980 54 Male Bachelor R&D Role_40 117236
848 EMP05993 31 Female Bachelor HR Role_2 60482
849 EMP06004 32 Female Bachelor Sales Role_39 83872
850 EMP06009 32 Female High School Operations Role_24 48207
851 EMP06014 32 Female High School Operations Role_27 50656
852 EMP06026 38 Female Master Engineering Role_33 115258
853 EMP06031 29 Male Bachelor R&D Role_33 86616
854 EMP06039 40 Male High School Finance Role_17 77599
855 EMP06045 36 Female Bachelor Sales Role_41 68208
856 EMP06054 33 Female Bachelor Finance Role_8 93177
857 EMP06057 52 Female Master Engineering Role_16 124491
858 EMP06071 48 Male PhD Marketing Role_6 101019
859 EMP06085 39 Female High School Engineering Role_30 75278
860 EMP06100 37 Male Master Marketing Role_15 82432
861 EMP06107 34 Female Bachelor Engineering Role_26 85117
862 EMP06111 37 Male Master R&D Role_2 107808
863 EMP06114 42 Male Master Sales Role_35 109996
864 EMP06116 39 Female Bachelor Operations Role_5 76798
865 EMP06120 29 Male High School Marketing Role_7 54371
866 EMP06140 30 Female Master Operations Role_25 81423
867 EMP06147 47 Female Bachelor Finance Role_26 104052
868 EMP06150 36 Other Bachelor R&D Role_45 75315
869 EMP06152 57 Male Bachelor Finance Role_5 116640
870 EMP06168 38 Female Bachelor Marketing Role_44 82331
871 EMP06176 58 Male Bachelor HR Role_24 81478
872 EMP06188 36 Male High School R&D Role_16 78333
873 EMP06193 22 Male Bachelor HR Role_10 51530
874 EMP06197 36 Male Bachelor HR Role_8 58310
875 EMP06204 45 Male Master Sales Role_32 111454
876 EMP06207 41 Female Bachelor Sales Role_15 90634
877 EMP06215 45 Female PhD R&D Role_10 133693
878 EMP06224 36 Male Master Operations Role_12 86312
879 EMP06231 42 Male Bachelor Marketing Role_23 84462
880 EMP06232 31 Male PhD Marketing Role_16 107768
881 EMP06235 31 Male PhD Sales Role_31 106589
882 EMP06243 30 Male High School Marketing Role_16 51653
883 EMP06263 59 Male High School Sales Role_26 78993
884 EMP06290 22 Male Bachelor Finance Role_29 73018
885 EMP06292 39 Male Master Finance Role_23 100523
886 EMP06297 32 Female Bachelor Sales Role_13 82104
887 EMP06300 22 Female Master Operations Role_37 64007
888 EMP06303 43 Male Bachelor Operations Role_32 64729
889 EMP06310 46 Female Bachelor R&D Role_39 109748
890 EMP06320 23 Female PhD Finance Role_40 96207
891 EMP06327 39 Female Bachelor Marketing Role_32 76582
892 EMP06329 48 Female PhD Legal Role_11 115139
893 EMP06343 43 Male Master HR Role_43 72899
894 EMP06351 54 Female Bachelor Operations Role_5 95189
895 EMP06356 43 Female Bachelor Legal Role_5 79428
896 EMP06361 35 Male PhD Marketing Role_13 86347
897 EMP06370 47 Female Master Legal Role_14 113376
898 EMP06371 25 Male High School HR Role_4 42167
899 EMP06387 59 Male Master Engineering Role_38 123796
900 EMP06402 32 Male Bachelor Finance Role_49 89590
901 EMP06406 54 Other Master Sales Role_1 116121
902 EMP06413 48 Female Master Finance Role_47 107713
903 EMP06414 43 Male Master Marketing Role_16 85188
904 EMP06430 44 Female Bachelor Legal Role_15 101138
905 EMP06433 26 Male Bachelor Operations Role_19 67924
906 EMP06435 24 Female High School HR Role_12 51950
907 EMP06442 22 Male Master Marketing Role_44 83770
908 EMP06452 28 Female High School R&D Role_18 72600
909 EMP06475 34 Female Bachelor Sales Role_25 64785
910 EMP06478 32 Male Master Operations Role_45 69501
911 EMP06479 48 Female Bachelor Finance Role_49 106601
912 EMP06488 47 Male Bachelor Finance Role_36 102110
913 EMP06501 54 Female Master Legal Role_20 109729
914 EMP06502 54 Male High School Operations Role_35 66348
915 EMP06504 26 Female Master Sales Role_7 90382
916 EMP06513 54 Female Bachelor Legal Role_16 93770
917 EMP06533 29 Male Bachelor Engineering Role_24 89255
918 EMP06534 22 Female Bachelor R&D Role_10 70387
919 EMP06536 28 Female Master Finance Role_4 89629
920 EMP06546 28 Male Bachelor Marketing Role_44 73220
921 EMP06552 37 Female Bachelor HR Role_9 64274
922 EMP06565 23 Female Bachelor Legal Role_48 75117
923 EMP06574 37 Female Master R&D Role_13 94124
924 EMP06580 34 Male Bachelor Operations Role_49 70920
925 EMP06592 23 Male Master Sales Role_35 71320
926 EMP06594 51 Male Bachelor Legal Role_29 94031
927 EMP06595 27 Female Master Engineering Role_19 102843
928 EMP06603 31 Female PhD Engineering Role_35 117977
929 EMP06611 25 Female PhD R&D Role_26 116961
930 EMP06626 44 Female Master Legal Role_2 103966
931 EMP06636 42 Female Bachelor Operations Role_36 76882
932 EMP06641 31 Male Bachelor Engineering Role_13 77693
933 EMP06644 35 Male Master HR Role_45 66673
934 EMP06647 25 Male High School R&D Role_28 62000
935 EMP06651 35 Male Bachelor HR Role_7 73233
936 EMP06666 39 Female Bachelor Finance Role_23 93475
937 EMP06667 37 Female Bachelor Engineering Role_28 79689
938 EMP06680 41 Female High School Legal Role_37 68389
939 EMP06699 30 Male PhD Finance Role_12 119103
940 EMP06708 44 Other Bachelor Sales Role_30 79917
941 EMP06719 39 Female Bachelor HR Role_9 71773
942 EMP06731 38 Female Bachelor Sales Role_7 69320
943 EMP06736 36 Male Bachelor R&D Role_25 100398
944 EMP06753 22 Female Master R&D Role_17 75832
945 EMP06755 39 Male Bachelor Operations Role_36 80513
946 EMP06761 38 Female Master Legal Role_23 103997
947 EMP06773 40 Male PhD Operations Role_21 89821
948 EMP06778 52 Female PhD Sales Role_34 119265
949 EMP06785 28 Male Bachelor Finance Role_35 71101
950 EMP06786 28 Male Bachelor Sales Role_10 76175
951 EMP06791 47 Female High School Marketing Role_33 61613
952 EMP06794 31 Male Bachelor Finance Role_12 74655
953 EMP06798 41 Male Bachelor Legal Role_38 97168
954 EMP06799 44 Male Bachelor Legal Role_14 95029
955 EMP06814 42 Male PhD Finance Role_36 110096
956 EMP06822 45 Female Bachelor Engineering Role_39 111882
957 EMP06829 40 Female Bachelor Marketing Role_34 81288
958 EMP06830 39 Male Master Finance Role_47 91862
959 EMP06838 22 Male Bachelor Operations Role_24 55337
960 EMP06841 23 Male Master Sales Role_35 68500
961 EMP06849 33 Male Bachelor R&D Role_3 79619
962 EMP06857 38 Female High School Sales Role_4 70011
963 EMP06862 24 Male Bachelor Sales Role_12 75019
964 EMP06863 37 Female Bachelor Sales Role_6 70001
965 EMP06868 22 Male Master Legal Role_24 75369
966 EMP06874 51 Other Master Sales Role_48 117280
967 EMP06875 22 Female Bachelor Legal Role_23 73404
968 EMP06879 34 Male Bachelor Finance Role_28 77566
969 EMP06907 36 Female PhD HR Role_43 81596
970 EMP06912 24 Female Bachelor Sales Role_35 64843
971 EMP06921 28 Male Bachelor Engineering Role_20 87661
972 EMP06923 22 Female High School Legal Role_21 55787
973 EMP06932 42 Female Bachelor Operations Role_23 82121
974 EMP06934 43 Female High School Engineering Role_25 74858
975 EMP06935 34 Male Master Marketing Role_9 86317
976 EMP06940 22 Male Bachelor Operations Role_35 64126
977 EMP06943 29 Female Bachelor HR Role_41 59017
978 EMP06956 22 Female Bachelor Finance Role_32 70342
979 EMP06957 41 Male PhD Marketing Role_1 93399
980 EMP06966 43 Female PhD Sales Role_16 100610
981 EMP06968 32 Male Bachelor Finance Role_8 89631
982 EMP06969 31 Female Master Operations Role_9 86047
983 EMP06982 43 Male PhD Engineering Role_43 128265
984 EMP06993 22 Female Bachelor Marketing Role_44 68492
985 EMP06999 37 Female Bachelor Finance Role_32 84197
986 EMP07004 36 Male Bachelor R&D Role_8 88990
987 EMP07008 60 Male Master R&D Role_39 131577
988 EMP07022 53 Female Bachelor Engineering Role_26 119293
989 EMP07025 44 Female High School Operations Role_6 55904
990 EMP07026 46 Female Bachelor Engineering Role_47 114055
991 EMP07047 39 Female Master HR Role_15 80461
992 EMP07048 39 Female High School Operations Role_25 66272
993 EMP07050 26 Male Master HR Role_39 66290
994 EMP07053 26 Female PhD Engineering Role_40 105901
995 EMP07057 22 Female Master Legal Role_45 69661
996 EMP07059 37 Male Bachelor Legal Role_6 85174
997 EMP07061 22 Other Bachelor R&D Role_48 72875
998 EMP07073 45 Male Bachelor Finance Role_31 105096
999 EMP07077 36 Female Bachelor Operations Role_39 63942
1000 EMP07083 43 Female High School Legal Role_45 75028
1001 EMP07093 29 Male Bachelor HR Role_16 69100
1002 EMP07099 43 Female Master Legal Role_38 98205
1003 EMP07100 43 Female Bachelor Sales Role_2 77296
1004 EMP07101 42 Female Bachelor Finance Role_30 80165
1005 EMP07103 28 Male Master Marketing Role_47 70550
1006 EMP07114 37 Male Bachelor R&D Role_14 96871
1007 EMP07116 22 Male Bachelor Marketing Role_41 61075
1008 EMP07150 42 Female PhD Marketing Role_17 119531
1009 EMP07151 32 Male Bachelor Engineering Role_9 79087
1010 EMP07152 53 Female Bachelor Marketing Role_26 91358
1011 EMP07155 39 Female Bachelor Marketing Role_23 83823
1012 EMP07156 31 Male High School Sales Role_46 59562
1013 EMP07161 37 Female PhD Engineering Role_47 131107
1014 EMP07164 45 Female Master HR Role_36 72239
1015 EMP07167 23 Male Bachelor HR Role_2 51909
1016 EMP07181 50 Male Bachelor Sales Role_21 92497
1017 EMP07183 27 Male Bachelor Engineering Role_44 81676
1018 EMP07185 25 Female Master Engineering Role_20 109090
1019 EMP07188 31 Male Master Engineering Role_29 91733
1020 EMP07211 30 Male Master Engineering Role_37 108876
1021 EMP07215 27 Female Master Marketing Role_49 88271
1022 EMP07220 33 Female Bachelor R&D Role_18 83234
1023 EMP07225 28 Female High School Engineering Role_36 75499
1024 EMP07227 26 Female Master Marketing Role_16 81915
1025 EMP07234 49 Male Bachelor Operations Role_2 77885
1026 EMP07237 22 Female Master Engineering Role_14 80511
1027 EMP07248 43 Female High School HR Role_16 68395
1028 EMP07250 45 Female Master HR Role_10 76064
1029 EMP07254 48 Female Master Sales Role_11 111109
1030 EMP07265 48 Female Bachelor Legal Role_16 97311
1031 EMP07266 43 Male PhD Sales Role_49 126209
1032 EMP07274 38 Female Master Engineering Role_21 100089
1033 EMP07281 36 Male Bachelor Legal Role_44 82137
1034 EMP07282 46 Male Bachelor Marketing Role_42 72477
1035 EMP07286 45 Male Master Sales Role_9 106086
1036 EMP07290 42 Female Bachelor Sales Role_18 72526
1037 EMP07294 34 Male PhD Legal Role_1 93919
1038 EMP07296 33 Male Master Marketing Role_15 90547
1039 EMP07297 40 Male Bachelor Finance Role_36 81706
1040 EMP07302 22 Female Bachelor Sales Role_46 56285
1041 EMP07303 37 Female Master Legal Role_20 82936
1042 EMP07307 22 Female Bachelor R&D Role_34 72126
1043 EMP07314 40 Male High School HR Role_32 60252
1044 EMP07322 37 Male High School Marketing Role_32 60184
1045 EMP07329 39 Female Master Engineering Role_47 112431
1046 EMP07331 41 Female Master HR Role_22 82860
1047 EMP07343 41 Female Master Finance Role_36 91597
1048 EMP07355 44 Male PhD Engineering Role_8 119071
1049 EMP07356 35 Male High School Engineering Role_46 65131
1050 EMP07364 35 Male Bachelor Engineering Role_23 85113
1051 EMP07374 30 Male Master Marketing Role_22 80525
1052 EMP07379 29 Female Bachelor HR Role_47 56235
1053 EMP07383 45 Female High School Engineering Role_15 91853
1054 EMP07386 50 Male Bachelor R&D Role_1 88833
1055 EMP07387 36 Male Master Marketing Role_47 92809
1056 EMP07391 44 Male Master Marketing Role_42 85284
1057 EMP07392 52 Female High School Finance Role_45 80362
1058 EMP07394 36 Male Bachelor Marketing Role_22 71796
1059 EMP07401 39 Male High School Legal Role_8 68794
1060 EMP07403 44 Female High School HR Role_43 61395
1061 EMP07418 22 Female PhD Finance Role_13 88139
1062 EMP07439 35 Male Bachelor Sales Role_49 67383
1063 EMP07442 31 Male Bachelor Finance Role_47 73808
1064 EMP07447 56 Male PhD Engineering Role_28 163489
1065 EMP07461 40 Male Master Operations Role_49 82846
1066 EMP07463 32 Male Master R&D Role_26 95634
1067 EMP07465 22 Male Bachelor HR Role_17 49569
1068 EMP07470 27 Male High School R&D Role_30 60366
1069 EMP07476 46 Female Master Finance Role_43 111537
1070 EMP07477 49 Male High School HR Role_13 60767
1071 EMP07481 55 Male PhD Finance Role_2 129341
1072 EMP07487 38 Male Bachelor Engineering Role_8 93528
1073 EMP07496 47 Female Master R&D Role_44 99349
1074 EMP07498 29 Female High School Marketing Role_39 56058
1075 EMP07512 39 Male Bachelor HR Role_17 62502
1076 EMP07519 30 Female PhD Engineering Role_23 132332
1077 EMP07520 43 Female Bachelor Legal Role_18 84839
1078 EMP07521 47 Male Bachelor Marketing Role_39 89522
1079 EMP07532 36 Female PhD R&D Role_12 107298
1080 EMP07536 51 Male Master Finance Role_12 102018
1081 EMP07537 41 Male Master Finance Role_6 97725
1082 EMP07547 23 Female Bachelor Engineering Role_3 73876
1083 EMP07559 37 Female Bachelor Finance Role_4 85144
1084 EMP07560 32 Male Bachelor Engineering Role_28 93182
1085 EMP07570 36 Male Bachelor Sales Role_31 82507
1086 EMP07573 44 Male Bachelor Marketing Role_19 85413
1087 EMP07574 37 Female Master Marketing Role_27 84790
1088 EMP07578 27 Female Bachelor R&D Role_49 87820
1089 EMP07582 22 Male Master Operations Role_11 74478
1090 EMP07604 34 Female Bachelor Finance Role_6 75919
1091 EMP07605 46 Female Master R&D Role_29 123645
1092 EMP07607 41 Female Bachelor HR Role_6 77988
1093 EMP07615 25 Other PhD R&D Role_13 110021
1094 EMP07625 33 Female Master HR Role_29 67455
1095 EMP07626 32 Male Master Marketing Role_26 74078
1096 EMP07630 26 Male Bachelor Sales Role_22 74955
1097 EMP07632 33 Female Master Operations Role_4 88869
1098 EMP07644 35 Male Bachelor R&D Role_30 92825
1099 EMP07646 30 Female Master Legal Role_12 79221
1100 EMP07650 37 Female Master Operations Role_42 84524
1101 EMP07656 36 Female Master R&D Role_22 111082
1102 EMP07658 22 Male Master Engineering Role_25 90612
1103 EMP07661 40 Male Master Engineering Role_44 107002
1104 EMP07676 30 Female Bachelor Legal Role_44 78704
1105 EMP07678 53 Female Bachelor HR Role_14 70424
1106 EMP07682 64 Female Master Engineering Role_20 143373
1107 EMP07688 50 Female Master Finance Role_30 115492
1108 EMP07689 37 Male Master Legal Role_38 89130
1109 EMP07708 31 Female Bachelor Finance Role_4 91227
1110 EMP07743 23 Female Bachelor HR Role_32 53399
1111 EMP07744 61 Male High School HR Role_11 63383
1112 EMP07757 43 Female Bachelor Marketing Role_35 72302
1113 EMP07758 27 Male Bachelor Finance Role_32 66738
1114 EMP07767 35 Female Bachelor Engineering Role_22 87399
1115 EMP07780 41 Female Bachelor HR Role_5 67473
1116 EMP07793 38 Female Bachelor Sales Role_31 85319
1117 EMP07794 50 Female Bachelor Finance Role_13 100398
1118 EMP07797 56 Male High School Operations Role_44 64283
1119 EMP07814 35 Female Bachelor R&D Role_8 89811
1120 EMP07819 36 Female Bachelor Engineering Role_23 89707
1121 EMP07852 29 Female High School Legal Role_22 64150
1122 EMP07855 46 Male High School Marketing Role_31 69619
1123 EMP07856 22 Male Bachelor Operations Role_39 57137
1124 EMP07860 22 Male Bachelor Operations Role_19 53981
1125 EMP07869 28 Female Bachelor R&D Role_40 91182
1126 EMP07876 32 Female Bachelor Engineering Role_25 90821
1127 EMP07884 43 Female High School Operations Role_31 70864
1128 EMP07891 35 Male Bachelor HR Role_16 59422
1129 EMP07893 40 Male Bachelor HR Role_15 65297
1130 EMP07894 23 Female High School Legal Role_19 55082
1131 EMP07895 46 Male High School Finance Role_22 78820
1132 EMP07910 38 Male Bachelor R&D Role_23 80387
1133 EMP07919 46 Male Bachelor HR Role_26 66339
1134 EMP07920 53 Male Bachelor Operations Role_24 85154
1135 EMP07924 46 Male Master Engineering Role_42 118348
1136 EMP07937 41 Female PhD Engineering Role_22 140583
1137 EMP07939 32 Male Bachelor Finance Role_44 89991
1138 EMP07940 42 Female Bachelor HR Role_28 78232
1139 EMP07944 60 Female Bachelor Operations Role_29 88774
1140 EMP07948 52 Female Bachelor Engineering Role_39 118177
1141 EMP07952 31 Male Bachelor Operations Role_31 71308
1142 EMP07955 39 Male Master Finance Role_23 87989
1143 EMP07970 57 Female Bachelor Operations Role_35 91875
1144 EMP07973 48 Female High School R&D Role_13 89423
1145 EMP08006 26 Female Bachelor Sales Role_15 77645
1146 EMP08010 37 Other High School Marketing Role_12 63796
1147 EMP08015 32 Male Bachelor Sales Role_44 64212
1148 EMP08022 24 Male Master Marketing Role_23 67056
1149 EMP08032 46 Male Bachelor Legal Role_18 78016
1150 EMP08035 52 Female Bachelor R&D Role_24 114720
1151 EMP08049 40 Male High School Sales Role_20 64243
1152 EMP08051 44 Female High School Engineering Role_39 90949
1153 EMP08058 29 Other High School Engineering Role_41 60942
1154 EMP08066 43 Female Bachelor R&D Role_7 98865
1155 EMP08082 29 Male Master Operations Role_27 83138
1156 EMP08090 41 Female High School HR Role_18 64495
1157 EMP08095 40 Male High School Operations Role_22 57188
1158 EMP08099 36 Female PhD Sales Role_7 91400
1159 EMP08103 43 Female Master R&D Role_3 118525
1160 EMP08111 31 Male Master HR Role_32 82830
1161 EMP08112 42 Female Bachelor Marketing Role_17 81760
1162 EMP08116 36 Male Master Finance Role_47 99979
1163 EMP08125 35 Female PhD Legal Role_41 108362
1164 EMP08129 22 Male Bachelor Operations Role_27 58955
1165 EMP08134 22 Female Bachelor HR Role_21 56806
1166 EMP08141 27 Female Bachelor Marketing Role_23 63765
1167 EMP08142 42 Female Bachelor R&D Role_10 95893
1168 EMP08144 47 Female Master Engineering Role_36 118306
1169 EMP08152 46 Female PhD Engineering Role_8 150147
1170 EMP08155 31 Male Bachelor Sales Role_15 64039
1171 EMP08156 37 Female High School Legal Role_18 75894
1172 EMP08163 42 Male Master HR Role_34 90811
1173 EMP08173 36 Female Master Sales Role_40 100907
1174 EMP08185 38 Other Bachelor Operations Role_37 80967
1175 EMP08191 51 Male Master Operations Role_30 88722
1176 EMP08205 41 Female Bachelor Engineering Role_48 96599
1177 EMP08209 35 Female PhD Operations Role_33 100674
1178 EMP08214 34 Male Master Marketing Role_36 91002
1179 EMP08231 39 Female Master R&D Role_35 91485
1180 EMP08245 35 Male PhD Finance Role_11 100930
1181 EMP08254 51 Male High School Finance Role_8 75491
1182 EMP08266 41 Female PhD Marketing Role_45 110437
1183 EMP08275 50 Other Bachelor Operations Role_24 77350
1184 EMP08277 43 Female Bachelor Marketing Role_49 79059
1185 EMP08281 38 Male Bachelor Operations Role_16 76565
1186 EMP08287 40 Male Bachelor Sales Role_27 86393
1187 EMP08288 53 Female Master Operations Role_18 93192
1188 EMP08305 31 Other Master R&D Role_6 103399
1189 EMP08309 34 Male Bachelor Engineering Role_3 92208
1190 EMP08321 28 Female High School Sales Role_14 48868
1191 EMP08324 26 Female PhD Finance Role_49 117707
1192 EMP08328 44 Male Bachelor Legal Role_21 95691
1193 EMP08336 27 Male Bachelor Engineering Role_19 90802
1194 EMP08337 33 Male Bachelor Sales Role_49 76048
1195 EMP08346 41 Male Bachelor R&D Role_7 93710
1196 EMP08353 22 Male Master HR Role_33 62844
1197 EMP08355 22 Male Bachelor R&D Role_7 72556
1198 EMP08365 55 Male Bachelor R&D Role_17 119236
1199 EMP08371 40 Male Master Engineering Role_40 116845
1200 EMP08376 32 Female Master R&D Role_5 106671
1201 EMP08406 25 Female PhD Legal Role_49 109826
1202 EMP08415 32 Female Master Engineering Role_37 102416
1203 EMP08419 54 Male High School Legal Role_2 92416
1204 EMP08457 34 Male Bachelor Marketing Role_40 63495
1205 EMP08459 30 Male Bachelor Operations Role_35 59549
1206 EMP08464 32 Male Bachelor HR Role_7 65136
1207 EMP08467 42 Female PhD Sales Role_15 95312
1208 EMP08472 56 Female Bachelor Operations Role_7 94636
1209 EMP08478 30 Male Bachelor Legal Role_34 83326
1210 EMP08481 53 Male Bachelor Engineering Role_25 111227
1211 EMP08492 40 Female Bachelor Operations Role_12 70983
1212 EMP08495 42 Male Bachelor R&D Role_13 89603
1213 EMP08498 22 Male Master Finance Role_27 79521
1214 EMP08499 53 Female Bachelor Engineering Role_7 121150
1215 EMP08502 48 Female Master Finance Role_14 122122
1216 EMP08508 41 Female Master Operations Role_11 84562
1217 EMP08513 53 Female Bachelor Sales Role_14 100905
1218 EMP08517 29 Male Bachelor Legal Role_23 73729
1219 EMP08535 42 Male PhD Legal Role_22 121613
1220 EMP08544 26 Female Master R&D Role_49 88301
1221 EMP08559 22 Male Bachelor Finance Role_43 64663
1222 EMP08567 38 Female High School Operations Role_1 51133
1223 EMP08572 38 Female Bachelor Operations Role_41 66110
1224 EMP08578 22 Female Master Operations Role_46 77088
1225 EMP08579 36 Female Bachelor Engineering Role_13 80278
1226 EMP08593 41 Male High School R&D Role_29 75994
1227 EMP08606 45 Female High School Sales Role_11 75205
1228 EMP08611 46 Female Bachelor Legal Role_39 83301
1229 EMP08615 47 Female Bachelor Engineering Role_10 107752
1230 EMP08616 43 Female Bachelor Sales Role_6 93430
1231 EMP08628 22 Female Bachelor R&D Role_4 68138
1232 EMP08637 41 Female Bachelor Finance Role_8 82815
1233 EMP08642 37 Female Bachelor Engineering Role_36 82682
1234 EMP08665 50 Male PhD Operations Role_18 111438
1235 EMP08673 53 Female Bachelor Marketing Role_45 99490
1236 EMP08676 40 Female Bachelor Legal Role_2 82877
1237 EMP08679 36 Male Bachelor Operations Role_33 69569
1238 EMP08684 34 Male Bachelor Legal Role_25 82623
1239 EMP08687 31 Male Master Legal Role_30 80095
1240 EMP08698 47 Female Master R&D Role_41 111718
1241 EMP08701 43 Female Master Sales Role_28 94883
1242 EMP08710 43 Male Bachelor Sales Role_39 91321
1243 EMP08718 25 Female Master Finance Role_17 76452
1244 EMP08726 37 Male High School Operations Role_20 62063
1245 EMP08732 32 Female Bachelor HR Role_45 68257
1246 EMP08733 36 Male High School HR Role_19 49093
1247 EMP08744 37 Female Bachelor Engineering Role_41 83483
1248 EMP08762 28 Male High School R&D Role_47 55992
1249 EMP08781 40 Female Bachelor Engineering Role_19 85042
1250 EMP08782 37 Female Master Marketing Role_19 99326
1251 EMP08789 44 Female Bachelor R&D Role_30 92985
1252 EMP08796 36 Female Master R&D Role_11 104911
1253 EMP08807 37 Female Bachelor Operations Role_22 62225
1254 EMP08808 35 Female High School Marketing Role_46 58398
1255 EMP08817 22 Male Master HR Role_5 65869
1256 EMP08823 22 Female Master R&D Role_29 81137
1257 EMP08836 22 Female Bachelor HR Role_43 52383
1258 EMP08840 33 Female High School R&D Role_32 66769
1259 EMP08842 30 Male Bachelor Finance Role_36 83055
1260 EMP08845 25 Other Bachelor R&D Role_11 81360
1261 EMP08849 22 Male Bachelor Engineering Role_15 80656
1262 EMP08853 45 Male Bachelor Marketing Role_15 69202
1263 EMP08858 33 Female Master Sales Role_11 91220
1264 EMP08864 34 Female PhD Legal Role_47 97261
1265 EMP08868 51 Male Bachelor Finance Role_39 84147
1266 EMP08886 22 Male Bachelor Finance Role_31 78078
1267 EMP08898 33 Male Master R&D Role_20 112674
1268 EMP08899 25 Male Bachelor Finance Role_16 82251
1269 EMP08907 49 Female High School Sales Role_14 79227
1270 EMP08916 45 Male Bachelor Engineering Role_5 103332
1271 EMP08917 36 Male Master Finance Role_7 105548
1272 EMP08922 56 Other Bachelor HR Role_47 86519
1273 EMP08931 35 Female Master R&D Role_23 95040
1274 EMP08933 32 Other Bachelor HR Role_4 67284
1275 EMP08941 22 Female High School HR Role_24 41018
1276 EMP08957 42 Male Bachelor R&D Role_3 82708
1277 EMP08959 58 Male Master R&D Role_25 141513
1278 EMP08971 36 Female Master Legal Role_9 104768
1279 EMP08980 42 Female Bachelor Finance Role_20 79046
1280 EMP08990 31 Male Bachelor Finance Role_41 79642
1281 EMP09000 47 Male Bachelor Operations Role_29 72082
1282 EMP09019 51 Male Master Marketing Role_3 86754
1283 EMP09023 26 Female Bachelor R&D Role_20 68742
1284 EMP09039 22 Female Bachelor Engineering Role_2 67877
1285 EMP09044 49 Male High School Legal Role_7 73978
1286 EMP09056 47 Other Bachelor Marketing Role_18 73571
1287 EMP09057 25 Male Bachelor Engineering Role_19 72568
1288 EMP09059 22 Female Master Operations Role_27 73762
1289 EMP09061 30 Male Bachelor Engineering Role_27 75758
1290 EMP09063 42 Female Bachelor Operations Role_36 70370
1291 EMP09070 25 Male Bachelor Marketing Role_1 69840
1292 EMP09073 50 Female Bachelor Marketing Role_49 79135
1293 EMP09085 47 Male High School HR Role_12 73068
1294 EMP09090 26 Female Master Legal Role_19 73992
1295 EMP09115 39 Female Master Engineering Role_12 122302
1296 EMP09125 41 Other High School HR Role_35 53218
1297 EMP09134 46 Male High School Operations Role_26 65813
1298 EMP09146 31 Male Bachelor R&D Role_11 93640
1299 EMP09149 30 Female Bachelor Marketing Role_46 77804
1300 EMP09180 45 Male Bachelor R&D Role_3 83124
1301 EMP09190 53 Male Master Legal Role_43 120987
1302 EMP09207 33 Female PhD Legal Role_32 95505
1303 EMP09212 57 Male Master Marketing Role_23 100207
1304 EMP09218 42 Female Bachelor Marketing Role_37 84534
1305 EMP09222 44 Other High School Finance Role_36 88974
1306 EMP09226 26 Male High School HR Role_20 51844
1307 EMP09232 36 Male Master Sales Role_47 91829
1308 EMP09241 45 Female High School R&D Role_31 81140
1309 EMP09245 45 Male Master Marketing Role_18 95464
1310 EMP09249 44 Female Bachelor Sales Role_28 76056
1311 EMP09254 40 Female Bachelor Sales Role_5 87729
1312 EMP09255 31 Male PhD Finance Role_46 124102
1313 EMP09261 22 Female Bachelor Finance Role_43 73737
1314 EMP09278 49 Male Bachelor Legal Role_43 99829
1315 EMP09283 25 Female Master HR Role_14 77142
1316 EMP09292 34 Female Bachelor HR Role_16 60351
1317 EMP09296 61 Male Master R&D Role_20 141448
1318 EMP09304 43 Male Master Engineering Role_7 115325
1319 EMP09308 38 Male Bachelor Finance Role_3 99025
1320 EMP09309 47 Other PhD R&D Role_16 141226
1321 EMP09314 40 Female Bachelor Marketing Role_31 81950
1322 EMP09338 37 Male Master Operations Role_34 84645
1323 EMP09349 52 Female Master Engineering Role_18 108027
1324 EMP09386 34 Male Bachelor Legal Role_37 79145
1325 EMP09395 42 Female High School Operations Role_27 69830
1326 EMP09415 43 Female Bachelor Operations Role_9 86259
1327 EMP09430 29 Female High School HR Role_40 47421
1328 EMP09431 44 Female Master Marketing Role_34 94924
1329 EMP09439 26 Male Bachelor HR Role_29 64522
1330 EMP09440 36 Female High School Marketing Role_22 56374
1331 EMP09448 22 Female Bachelor Sales Role_21 65922
1332 EMP09455 42 Female Master Engineering Role_38 108509
1333 EMP09460 31 Female Bachelor R&D Role_34 87064
1334 EMP09465 44 Female Bachelor Legal Role_44 92494
1335 EMP09467 22 Female Master HR Role_26 73026
1336 EMP09469 37 Male Bachelor Engineering Role_37 89521
1337 EMP09472 39 Female Master Sales Role_47 103405
1338 EMP09497 51 Female PhD Operations Role_8 113796
1339 EMP09500 39 Male Master Finance Role_7 113218
1340 EMP09553 41 Female Bachelor Finance Role_25 80276
1341 EMP09560 44 Male Master R&D Role_30 116184
1342 EMP09564 27 Female High School Finance Role_40 53851
1343 EMP09566 31 Female Bachelor Operations Role_27 62121
1344 EMP09569 32 Female Bachelor HR Role_41 58202
1345 EMP09572 45 Female Bachelor Finance Role_9 86562
1346 EMP09580 24 Male Bachelor Legal Role_9 78720
1347 EMP09599 28 Male Master R&D Role_18 87400
1348 EMP09601 41 Female Master Legal Role_17 97799
1349 EMP09631 38 Female High School Marketing Role_34 72078
1350 EMP09640 24 Female Bachelor Sales Role_47 72842
1351 EMP09641 23 Female Bachelor R&D Role_40 80839
1352 EMP09651 29 Male High School Sales Role_24 52034
1353 EMP09655 22 Female Master Sales Role_46 68818
1354 EMP09662 34 Male Bachelor Sales Role_26 84152
1355 EMP09681 27 Female Bachelor Sales Role_37 73198
1356 EMP09688 22 Male High School Sales Role_48 49953
1357 EMP09689 33 Male Bachelor Legal Role_46 86654
1358 EMP09693 53 Male Bachelor Marketing Role_1 100094
1359 EMP09712 27 Female Bachelor Legal Role_25 83291
1360 EMP09720 29 Male High School Marketing Role_20 62490
1361 EMP09729 22 Male High School Operations Role_43 49524
1362 EMP09730 38 Male PhD HR Role_7 86099
1363 EMP09734 52 Female Master R&D Role_10 134713
1364 EMP09743 36 Male High School Sales Role_6 60873
1365 EMP09745 28 Female Bachelor Sales Role_40 71479
1366 EMP09747 52 Female Bachelor Engineering Role_10 122757
1367 EMP09751 39 Female Bachelor R&D Role_27 86388
1368 EMP09753 23 Male Bachelor Legal Role_48 62624
1369 EMP09770 30 Female Bachelor HR Role_32 62714
1370 EMP09776 55 Female Bachelor HR Role_41 75330
1371 EMP09785 47 Female Master Engineering Role_11 110212
1372 EMP09788 36 Male Master Legal Role_46 99132
1373 EMP09794 44 Male High School Finance Role_26 67011
1374 EMP09795 31 Male Bachelor Engineering Role_2 90682
1375 EMP09797 35 Male Master Marketing Role_27 93982
1376 EMP09800 39 Male Master HR Role_25 90301
1377 EMP09804 39 Male High School R&D Role_5 75621
1378 EMP09805 47 Male Bachelor Sales Role_17 95319
1379 EMP09820 26 Female Master Sales Role_8 75300
1380 EMP09821 29 Male High School Marketing Role_32 59606
1381 EMP09822 39 Female Master R&D Role_47 115423
1382 EMP09829 43 Male High School Marketing Role_36 62171
1383 EMP09831 25 Male Master Legal Role_42 88924
1384 EMP09834 45 Female Bachelor Legal Role_7 80790
1385 EMP09838 40 Male High School Sales Role_23 63607
1386 EMP09839 39 Male Bachelor HR Role_8 60679
1387 EMP09842 30 Male Bachelor Marketing Role_35 72893
1388 EMP09845 37 Male Bachelor Finance Role_40 91933
1389 EMP09899 50 Female Master Sales Role_7 97430
1390 EMP09900 44 Male High School Finance Role_37 72069
1391 EMP09911 41 Female Master Finance Role_14 98873
1392 EMP09912 22 Female Bachelor Engineering Role_10 75091
1393 EMP09931 54 Male PhD HR Role_39 110964
1394 EMP09933 22 Female Bachelor Finance Role_46 60907
1395 EMP09934 45 Male PhD Operations Role_11 102305
1396 EMP09951 49 Male Bachelor Finance Role_46 97824
1397 EMP09958 33 Other Bachelor Sales Role_19 77472
1398 EMP09959 22 Male Master Finance Role_21 77131
1399 EMP09971 43 Male PhD Marketing Role_23 108580
1400 EMP09998 38 Male Bachelor Engineering Role_18 87503
years_at_company years_in_current_role performance_score job_satisfaction
1 3 0 4.1 3.6
2 1 0 2.4 2.3
3 1 1 2.4 1.1
4 0 0 3.0 3.1
5 0 0 3.1 2.2
6 0 0 4.2 2.6
7 0 0 3.4 2.5
8 1 0 3.3 2.9
9 2 0 3.4 3.4
10 1 0 2.7 2.5
11 2 0 3.3 2.5
12 12 1 3.7 4.1
13 2 2 4.1 2.8
14 5 5 4.0 2.6
15 4 0 3.0 2.5
16 2 1 3.5 1.7
17 2 0 2.4 3.2
18 3 3 2.7 1.0
19 0 0 2.7 1.8
20 0 0 4.2 4.0
21 4 0 4.2 2.7
22 4 4 4.4 3.8
23 4 0 3.4 3.8
24 0 0 4.3 1.3
25 0 0 3.3 3.9
26 12 1 3.5 2.8
27 4 0 4.4 4.2
28 0 0 3.5 3.7
29 0 0 3.7 3.3
30 0 0 2.4 3.5
31 11 7 3.1 2.5
32 5 0 2.6 2.5
33 2 2 3.5 3.7
34 0 0 2.5 1.4
35 4 1 3.0 3.9
36 0 0 3.6 4.3
37 0 0 3.4 3.6
38 4 4 2.9 1.8
39 0 0 2.8 3.3
40 0 0 3.7 1.5
41 5 5 3.8 2.6
42 3 2 3.6 3.9
43 6 1 2.8 2.5
44 1 1 3.2 3.1
45 0 0 3.3 2.4
46 1 1 3.2 2.8
47 11 0 3.5 3.1
48 3 0 3.4 2.6
49 2 1 4.1 1.0
50 3 3 3.8 4.4
51 0 0 3.1 1.0
52 1 1 3.6 2.6
53 3 3 3.6 2.1
54 0 0 3.8 2.3
55 5 0 2.4 2.9
56 1 1 2.6 1.4
57 0 0 3.2 3.2
58 6 1 3.5 3.5
59 3 0 2.9 3.3
60 1 0 3.5 2.3
61 4 1 3.3 3.5
62 0 0 3.7 4.1
63 0 0 3.1 2.8
64 4 0 3.1 4.0
65 4 4 4.3 2.5
66 2 2 3.1 2.7
67 3 3 4.4 3.6
68 3 0 3.2 3.5
69 1 1 4.0 1.6
70 1 1 4.1 3.7
71 0 0 2.4 1.7
72 1 1 4.4 3.7
73 1 1 3.4 2.9
74 0 0 2.4 2.2
75 0 0 4.0 3.3
76 2 0 3.0 1.7
77 1 1 3.0 4.5
78 0 0 3.2 2.3
79 0 0 3.8 2.8
80 0 0 3.8 3.2
81 6 5 3.9 1.0
82 6 0 3.9 1.7
83 3 3 2.6 3.8
84 2 2 4.1 1.3
85 6 6 3.6 2.9
86 18 4 2.8 2.9
87 2 0 3.1 2.3
88 2 0 3.4 3.6
89 0 0 4.1 2.4
90 0 0 3.2 2.2
91 0 0 3.5 4.4
92 2 1 4.2 2.5
93 0 0 2.9 2.2
94 1 0 3.4 4.3
95 7 2 4.2 4.6
96 3 2 3.8 1.8
97 3 3 4.2 2.5
98 0 0 3.6 2.2
99 1 0 4.0 2.7
100 11 0 4.3 2.5
101 0 0 2.9 3.2
102 0 0 3.8 3.7
103 0 0 3.1 2.8
104 0 0 3.9 2.3
105 5 2 2.7 3.1
106 0 0 3.4 3.7
107 8 2 4.3 4.2
108 4 1 3.3 1.9
109 0 0 2.8 2.1
110 5 1 3.3 3.4
111 2 2 3.3 3.6
112 2 2 3.1 4.8
113 0 0 3.5 3.4
114 0 0 2.8 1.7
115 4 2 2.9 1.6
116 3 0 3.6 3.8
117 0 0 3.5 3.6
118 0 0 3.6 1.6
119 6 0 3.3 2.5
120 2 2 3.8 1.4
121 0 0 3.9 2.7
122 0 0 3.8 4.2
123 4 0 3.2 2.3
124 4 4 3.3 5.0
125 4 4 3.9 5.0
126 1 0 2.9 4.2
127 4 0 3.1 4.1
128 0 0 3.5 3.0
129 1 1 3.4 1.9
130 3 3 3.8 2.8
131 10 0 4.4 2.7
132 4 2 3.4 3.3
133 4 0 3.8 4.2
134 1 1 4.2 2.7
135 2 2 4.5 3.0
136 1 1 3.1 1.4
137 3 1 3.4 3.1
138 0 0 2.9 4.3
139 3 0 3.7 3.2
140 2 2 3.2 2.7
141 1 1 2.9 4.9
142 8 2 3.4 1.2
143 1 1 3.3 4.0
144 3 0 3.9 1.0
145 8 0 3.4 3.8
146 3 0 3.4 2.9
147 1 0 3.1 2.6
148 5 0 3.2 2.9
149 3 2 3.0 3.3
150 3 3 2.9 2.0
151 0 0 3.9 4.0
152 3 1 3.3 4.4
153 0 0 3.1 3.0
154 3 0 3.9 2.3
155 2 1 3.3 2.8
156 4 2 2.9 3.6
157 1 1 2.8 2.9
158 1 1 2.5 3.7
159 0 0 4.8 2.7
160 2 2 2.7 2.7
161 6 0 3.6 2.2
162 2 0 4.0 2.0
163 0 0 4.0 1.6
164 2 2 3.6 3.3
165 6 0 2.2 1.4
166 3 3 3.6 2.6
167 6 5 3.9 3.7
168 2 0 4.1 2.6
169 0 0 3.7 2.1
170 6 1 3.0 2.1
171 1 1 3.6 2.8
172 2 2 3.8 3.9
173 0 0 4.3 3.4
174 2 1 2.7 1.3
175 1 0 3.3 2.3
176 1 1 3.2 1.7
177 1 1 2.6 1.2
178 8 3 4.0 3.9
179 1 1 2.8 2.1
180 3 1 3.1 2.9
181 1 0 3.5 4.0
182 1 1 2.8 3.6
183 2 2 3.4 4.4
184 0 0 2.9 2.8
185 2 2 2.8 2.7
186 0 0 3.8 2.7
187 0 0 2.6 3.2
188 5 2 3.8 2.4
189 2 2 4.0 2.2
190 5 2 3.7 1.4
191 0 0 3.9 1.2
192 14 0 2.8 2.6
193 1 1 3.7 2.2
194 7 0 3.5 2.8
195 0 0 3.5 2.7
196 1 0 4.1 2.4
197 1 1 3.2 2.0
198 7 1 4.0 3.1
199 0 0 3.6 3.0
200 2 1 3.3 2.7
201 6 0 3.6 1.6
202 3 2 3.1 4.3
203 2 0 3.7 1.4
204 2 0 4.6 2.8
205 0 0 3.8 2.7
206 8 3 3.4 2.7
207 0 0 3.4 2.7
208 6 3 3.4 3.0
209 6 6 3.4 5.0
210 2 2 3.8 1.9
211 1 1 3.3 3.6
212 3 3 3.0 1.2
213 0 0 3.7 3.9
214 3 1 2.5 3.7
215 1 1 3.6 2.7
216 0 0 3.8 3.4
217 1 1 3.4 2.9
218 0 0 4.1 3.8
219 3 0 3.4 2.9
220 0 0 3.0 2.4
221 1 1 2.7 1.5
222 1 0 2.8 3.8
223 0 0 3.6 2.8
224 1 1 3.4 2.4
225 2 2 4.3 1.3
226 1 0 2.9 3.8
227 0 0 4.0 3.4
228 0 0 3.6 2.0
229 1 0 2.4 2.9
230 0 0 3.9 2.6
231 1 1 3.6 4.8
232 1 1 3.9 2.7
233 2 2 3.1 2.8
234 4 1 4.3 2.7
235 3 1 2.9 1.3
236 8 1 2.8 2.6
237 4 1 3.7 3.2
238 2 1 3.1 2.4
239 5 0 3.5 2.0
240 2 1 3.6 4.0
241 0 0 3.6 3.9
242 0 0 4.1 1.8
243 11 8 3.2 4.8
244 0 0 3.2 2.2
245 5 2 3.1 2.0
246 4 1 3.5 1.9
247 0 0 2.4 5.0
248 1 1 2.5 2.9
249 0 0 3.1 1.2
250 2 1 4.2 4.0
251 0 0 3.8 2.7
252 3 3 3.6 3.7
253 14 4 3.6 3.4
254 1 1 3.3 2.6
255 2 1 2.8 1.9
256 1 0 3.8 1.5
257 0 0 3.9 2.4
258 2 2 2.9 3.3
259 0 0 3.0 1.0
260 1 1 3.0 2.3
261 3 0 3.4 4.0
262 2 0 3.6 2.7
263 4 1 4.0 1.8
264 1 0 3.7 2.2
265 7 1 2.5 1.3
266 2 2 2.4 2.2
267 14 2 3.4 4.2
268 2 0 3.0 2.9
269 8 1 3.9 4.3
270 0 0 4.0 3.4
271 2 2 3.3 2.2
272 2 2 2.9 4.1
273 1 1 3.2 2.9
274 1 0 3.8 2.3
275 0 0 3.7 2.1
276 0 0 4.2 3.8
277 3 3 3.4 3.2
278 0 0 3.3 1.6
279 0 0 2.9 2.4
280 16 4 4.1 2.5
281 1 1 4.0 2.1
282 4 0 3.4 1.0
283 0 0 3.0 2.2
284 6 6 4.6 5.0
285 0 0 4.1 4.3
286 5 0 3.9 1.3
287 4 2 3.5 2.3
288 0 0 2.5 3.9
289 2 2 4.1 2.3
290 0 0 3.6 3.9
291 1 1 3.2 2.7
292 2 2 3.2 1.0
293 1 0 2.8 2.7
294 3 0 2.4 1.4
295 1 1 3.2 3.0
296 2 2 3.7 2.3
297 7 3 3.4 3.2
298 9 2 3.4 4.9
299 0 0 2.9 4.1
300 2 1 4.1 1.0
301 0 0 3.7 3.9
302 1 0 3.4 2.9
303 1 1 3.4 1.1
304 1 0 3.4 3.1
305 2 2 3.7 4.5
306 0 0 3.8 2.8
307 4 4 3.0 2.0
308 9 2 3.6 2.1
309 1 1 3.1 2.9
310 9 1 3.9 4.1
311 0 0 3.3 3.6
312 9 1 3.9 1.3
313 0 0 3.3 1.4
314 4 2 3.4 1.5
315 0 0 3.0 2.5
316 2 2 3.4 1.8
317 0 0 4.1 3.2
318 0 0 3.2 2.7
319 2 1 2.7 4.2
320 3 0 3.1 4.0
321 0 0 3.4 2.3
322 2 0 2.9 3.6
323 3 2 3.7 2.9
324 6 4 3.3 4.1
325 0 0 3.9 3.1
326 4 4 4.1 2.5
327 0 0 3.6 1.7
328 2 0 4.0 2.8
329 3 1 3.7 2.4
330 4 4 3.3 2.3
331 1 1 2.7 3.6
332 11 2 3.3 1.0
333 0 0 4.1 2.5
334 2 2 2.8 3.0
335 0 0 3.5 1.7
336 12 5 3.9 1.8
337 2 2 3.5 1.2
338 0 0 4.1 1.7
339 2 1 3.3 1.5
340 0 0 3.3 4.2
341 0 0 3.8 3.5
342 2 1 3.9 3.4
343 1 0 3.5 2.5
344 1 0 3.1 5.0
345 0 0 3.0 1.5
346 2 1 2.6 1.0
347 6 0 3.7 3.4
348 1 1 3.9 2.2
349 6 6 3.1 2.6
350 0 0 3.5 3.6
351 0 0 3.5 1.0
352 6 0 2.9 2.8
353 1 1 2.4 1.6
354 2 1 4.1 1.5
355 1 0 2.9 2.5
356 7 1 3.2 3.1
357 3 0 3.4 1.0
358 0 0 4.1 3.4
359 2 2 2.7 2.3
360 2 0 4.0 2.9
361 0 0 3.9 3.4
362 3 0 3.5 3.4
363 2 2 2.4 3.5
364 5 1 3.3 2.8
365 0 0 3.4 1.8
366 3 1 3.5 1.4
367 0 0 4.4 2.5
368 0 0 3.7 3.2
369 4 0 2.7 1.0
370 1 0 3.3 3.0
371 1 1 2.8 1.1
372 2 2 3.9 4.4
373 2 2 2.5 3.1
374 0 0 3.2 2.8
375 1 1 2.6 1.5
376 0 0 3.6 1.9
377 1 1 3.4 2.8
378 0 0 3.3 2.6
379 0 0 2.5 2.5
380 0 0 3.2 3.6
381 1 1 3.3 4.3
382 0 0 2.8 3.4
383 4 4 4.2 2.9
384 0 0 2.9 2.9
385 0 0 3.9 3.8
386 4 0 3.5 3.3
387 1 1 2.6 2.1
388 0 0 3.8 1.5
389 5 0 3.8 2.3
390 1 1 3.2 2.7
391 0 0 3.4 4.2
392 1 1 3.0 3.8
393 2 2 3.8 2.8
394 0 0 3.9 3.2
395 2 0 4.0 2.8
396 9 2 3.5 1.7
397 1 1 3.9 1.8
398 3 3 4.1 2.7
399 5 0 2.8 2.9
400 2 1 2.5 1.9
401 1 0 2.5 2.0
402 4 0 4.0 5.0
403 0 0 3.7 2.2
404 6 2 3.6 2.7
405 1 0 3.3 2.5
406 5 3 4.0 3.4
407 4 0 3.3 2.7
408 2 2 2.9 2.2
409 4 4 3.1 3.2
410 3 2 3.6 1.7
411 1 0 3.6 2.2
412 0 0 3.0 3.6
413 0 0 3.5 2.7
414 1 0 4.0 3.6
415 0 0 3.2 3.8
416 0 0 3.9 3.1
417 1 0 3.0 1.6
418 0 0 4.4 2.6
419 0 0 4.0 4.1
420 2 2 4.0 2.7
421 3 0 3.8 2.9
422 1 1 3.1 2.9
423 1 0 3.5 3.0
424 0 0 2.9 3.5
425 1 1 2.8 3.1
426 0 0 4.1 4.5
427 3 3 3.3 1.6
428 1 1 3.9 2.5
429 0 0 3.7 4.0
430 0 0 3.5 1.9
431 1 1 3.4 2.4
432 1 1 3.3 2.1
433 6 1 3.6 3.7
434 1 1 3.3 2.5
435 2 2 3.5 2.8
436 0 0 3.2 2.8
437 3 0 2.9 2.2
438 3 0 3.6 4.2
439 0 0 3.1 2.2
440 1 1 2.5 3.1
441 1 1 3.9 2.6
442 5 0 3.4 2.8
443 0 0 3.0 1.1
444 3 3 4.2 2.6
445 7 0 4.3 2.9
446 1 1 3.9 3.6
447 1 1 3.2 2.1
448 2 0 3.5 1.0
449 0 0 3.5 2.9
450 3 0 3.3 4.1
451 0 0 3.9 2.0
452 0 0 2.5 2.9
453 3 3 3.7 2.5
454 1 1 2.8 3.3
455 5 4 2.6 2.7
456 2 1 2.9 4.5
457 2 1 3.6 1.3
458 1 1 3.2 2.9
459 1 1 3.0 3.9
460 5 2 3.3 3.1
461 1 0 2.7 2.3
462 5 5 4.1 2.8
463 7 3 4.1 3.1
464 0 0 3.8 3.6
465 4 1 3.2 2.5
466 18 1 3.5 4.9
467 0 0 3.7 2.0
468 1 1 3.0 2.6
469 0 0 4.5 2.4
470 1 1 3.0 2.6
471 3 3 3.9 2.6
472 4 0 4.5 3.1
473 8 1 3.5 1.3
474 5 0 3.0 3.1
475 5 2 3.6 2.7
476 6 6 3.8 2.3
477 0 0 3.7 1.5
478 0 0 4.2 3.8
479 11 0 3.2 3.5
480 2 2 3.3 2.7
481 4 4 2.8 2.9
482 9 0 4.3 3.7
483 1 1 3.4 2.3
484 0 0 3.2 3.4
485 0 0 3.4 2.6
486 1 1 2.5 2.5
487 1 1 3.8 2.6
488 3 0 3.0 3.1
489 0 0 4.1 2.3
490 2 0 3.1 2.5
491 2 1 2.8 2.5
492 2 0 3.5 1.9
493 1 0 3.1 2.5
494 0 0 3.1 4.4
495 4 0 3.3 5.0
496 3 1 3.4 2.5
497 0 0 2.9 3.1
498 0 0 3.9 3.5
499 2 0 3.1 3.0
500 0 0 3.0 4.4
501 6 1 3.4 2.4
502 6 3 4.0 3.8
503 4 3 3.1 3.3
504 1 1 4.3 3.8
505 8 0 3.9 2.7
506 6 1 3.9 3.3
507 2 2 3.0 1.0
508 0 0 3.2 2.0
509 6 0 3.7 2.9
510 1 1 3.0 1.6
511 3 3 3.0 2.8
512 0 0 3.4 2.6
513 3 2 3.7 2.6
514 2 2 3.8 2.9
515 0 0 3.8 1.9
516 0 0 2.9 3.1
517 6 1 3.1 1.4
518 6 0 2.8 3.8
519 9 1 4.1 5.0
520 3 1 2.3 2.4
521 2 0 3.8 3.3
522 8 1 3.5 3.6
523 3 0 2.2 2.6
524 3 0 3.3 3.3
525 2 2 3.5 2.9
526 0 0 3.8 1.0
527 1 1 3.4 2.5
528 6 4 3.9 4.3
529 4 0 3.4 3.5
530 0 0 2.9 2.9
531 1 1 3.2 1.4
532 0 0 3.5 2.6
533 4 1 3.8 3.5
534 4 4 3.9 4.2
535 1 1 3.0 2.9
536 4 0 3.8 2.4
537 2 2 3.9 3.3
538 4 1 3.5 3.9
539 2 1 3.3 3.1
540 3 3 3.4 2.3
541 0 0 3.5 3.6
542 1 1 4.3 5.0
543 0 0 3.7 2.3
544 4 4 4.4 2.5
545 0 0 3.9 1.8
546 0 0 3.5 2.4
547 3 2 2.9 1.2
548 0 0 2.7 1.9
549 1 1 3.5 2.3
550 8 4 4.2 3.0
551 0 0 2.7 3.3
552 1 1 2.6 2.3
553 8 4 4.0 4.6
554 1 1 3.7 2.3
555 1 1 2.6 3.6
556 1 1 3.6 2.7
557 8 7 3.2 2.7
558 4 2 3.4 1.4
559 4 0 3.8 1.1
560 2 0 4.1 2.8
561 0 0 2.7 2.9
562 3 0 3.2 2.6
563 2 0 3.5 1.4
564 4 4 3.1 2.7
565 6 0 3.9 2.4
566 0 0 3.5 1.8
567 3 1 3.5 2.1
568 0 0 3.5 4.4
569 0 0 4.5 1.0
570 0 0 3.3 2.7
571 0 0 3.4 4.6
572 4 4 3.5 2.8
573 0 0 3.9 3.9
574 1 1 2.8 1.4
575 1 1 2.8 2.4
576 0 0 2.9 2.1
577 4 2 4.0 1.6
578 4 4 2.5 3.4
579 1 1 3.6 2.7
580 0 0 2.8 2.9
581 2 1 4.2 3.2
582 1 0 2.6 1.9
583 7 0 2.9 2.1
584 3 1 4.3 3.4
585 7 1 3.3 2.7
586 2 1 3.6 2.5
587 4 0 3.6 2.0
588 2 2 2.4 2.8
589 5 5 3.6 2.3
590 7 4 2.8 2.4
591 1 1 3.4 2.5
592 1 1 2.6 2.0
593 3 3 3.5 3.1
594 9 0 3.0 1.8
595 9 0 4.1 2.8
596 4 0 3.5 1.8
597 1 1 2.8 3.8
598 1 0 2.4 2.8
599 13 0 3.5 2.9
600 1 0 3.6 1.0
601 14 1 3.7 3.8
602 0 0 3.2 2.0
603 0 0 3.5 2.1
604 1 1 4.0 1.6
605 3 2 3.4 1.6
606 0 0 2.8 3.9
607 4 4 4.0 5.0
608 1 1 3.9 2.9
609 7 5 3.9 2.4
610 2 2 3.3 4.0
611 1 1 2.9 2.1
612 3 2 3.5 2.9
613 2 2 3.2 1.9
614 6 6 3.7 2.7
615 4 4 4.0 2.3
616 0 0 3.2 3.1
617 8 1 3.9 4.8
618 0 0 3.2 2.4
619 4 4 3.2 1.2
620 0 0 2.8 1.2
621 0 0 3.7 1.1
622 11 1 3.0 2.5
623 1 1 3.7 2.9
624 6 0 3.0 2.4
625 2 2 3.6 3.0
626 2 2 3.0 5.0
627 2 0 3.9 2.5
628 1 1 2.9 2.3
629 2 2 4.8 2.6
630 2 0 3.1 2.3
631 4 3 3.5 4.5
632 0 0 3.7 2.2
633 0 0 3.4 3.9
634 0 0 3.3 4.1
635 2 1 3.6 1.1
636 2 2 3.7 1.0
637 1 1 4.0 1.9
638 1 1 3.9 2.5
639 5 5 4.1 2.5
640 0 0 3.6 2.8
641 4 2 3.2 3.2
642 0 0 3.1 4.5
643 3 0 3.1 1.9
644 2 2 3.9 2.1
645 0 0 3.1 5.0
646 4 0 3.4 2.1
647 2 2 3.6 2.4
648 3 0 3.6 2.5
649 0 0 3.7 4.6
650 0 0 3.4 1.2
651 3 2 3.1 2.2
652 2 0 3.5 2.0
653 5 0 3.0 2.4
654 0 0 4.3 3.2
655 0 0 3.3 3.1
656 0 0 1.4 2.8
657 4 1 3.8 2.6
658 7 1 3.4 1.8
659 0 0 4.8 3.9
660 4 2 3.3 1.6
661 6 5 4.4 2.0
662 0 0 2.8 4.1
663 2 0 3.0 2.2
664 0 0 2.3 2.3
665 0 0 3.1 4.5
666 13 2 3.3 4.3
667 2 0 3.1 2.3
668 0 0 2.5 4.3
669 8 0 3.5 3.1
670 5 5 3.2 3.8
671 6 1 3.2 2.3
672 7 2 3.2 2.4
673 10 2 4.3 4.1
674 2 0 2.9 2.8
675 0 0 3.2 3.5
676 1 1 2.9 1.8
677 1 1 3.6 2.4
678 8 3 4.6 2.8
679 4 1 2.4 2.3
680 4 1 2.4 1.7
681 0 0 3.0 1.4
682 0 0 3.4 1.9
683 0 0 3.5 3.5
684 0 0 3.0 1.4
685 2 2 3.5 1.4
686 0 0 3.2 2.1
687 3 0 4.0 4.3
688 8 0 3.1 3.6
689 1 1 3.0 1.2
690 5 0 4.0 4.1
691 1 1 2.5 2.4
692 0 0 3.8 3.5
693 2 0 3.2 2.5
694 1 1 3.5 2.0
695 0 0 4.1 3.7
696 7 7 3.9 3.2
697 2 2 3.5 2.2
698 1 1 3.8 2.8
699 0 0 3.5 3.2
700 0 0 3.0 4.6
701 3 0 4.1 4.1
702 0 0 3.8 2.2
703 4 1 4.2 2.9
704 3 3 3.7 3.6
705 1 1 3.1 2.0
706 1 1 2.6 3.7
707 4 4 2.4 3.5
708 2 2 3.4 3.1
709 1 1 3.2 3.6
710 1 1 3.0 4.6
711 1 1 3.8 3.9
712 0 0 2.7 2.0
713 3 0 3.2 3.1
714 0 0 3.0 2.6
715 0 0 3.7 3.1
716 0 0 3.3 2.7
717 8 0 3.9 2.5
718 2 2 3.4 2.2
719 0 0 3.8 2.9
720 3 3 2.9 3.1
721 3 3 3.5 4.6
722 3 0 3.2 1.8
723 0 0 3.3 3.3
724 2 2 3.9 2.6
725 2 0 3.8 2.9
726 1 1 3.5 2.4
727 6 1 3.2 2.3
728 0 0 2.6 2.3
729 4 2 2.6 2.7
730 0 0 3.1 3.0
731 1 1 3.7 3.0
732 3 3 3.7 1.2
733 2 1 4.0 4.5
734 0 0 3.6 2.6
735 0 0 3.1 2.8
736 6 1 4.2 4.0
737 0 0 3.9 4.2
738 0 0 4.1 3.9
739 5 4 4.1 4.9
740 3 1 4.1 2.9
741 0 0 3.6 2.5
742 3 0 3.4 2.8
743 7 0 3.5 3.4
744 2 2 3.6 4.4
745 0 0 3.0 2.7
746 0 0 3.0 3.2
747 0 0 2.0 3.1
748 0 0 3.4 1.4
749 0 0 3.9 2.6
750 2 2 3.1 4.8
751 6 0 3.4 1.0
752 1 1 3.2 1.2
753 5 5 2.4 4.4
754 2 2 3.6 2.6
755 2 2 2.8 2.3
756 5 2 4.2 1.1
757 0 0 2.5 3.5
758 0 0 3.6 3.1
759 0 0 3.2 2.5
760 4 0 3.3 3.4
761 1 1 3.3 3.5
762 1 1 3.2 2.9
763 0 0 2.7 4.3
764 5 2 3.6 3.4
765 3 0 2.6 1.0
766 3 0 3.6 2.4
767 0 0 2.8 3.4
768 7 1 3.3 2.4
769 2 2 3.5 2.5
770 3 3 3.6 2.0
771 0 0 3.9 4.9
772 1 1 3.6 4.6
773 2 1 2.2 4.1
774 2 2 3.3 2.9
775 9 3 3.9 2.7
776 1 0 3.5 1.6
777 2 2 3.5 2.0
778 0 0 3.0 5.0
779 4 1 4.3 1.5
780 0 0 3.1 3.3
781 3 3 3.1 2.2
782 2 2 4.3 1.8
783 0 0 3.7 4.1
784 6 2 3.0 1.8
785 2 0 3.9 2.7
786 0 0 3.2 2.9
787 6 0 3.3 4.8
788 6 2 3.4 3.1
789 3 3 3.7 3.5
790 10 4 3.1 2.0
791 0 0 3.1 2.5
792 5 3 2.5 1.8
793 2 2 3.6 2.3
794 5 4 2.9 3.8
795 2 1 3.5 3.6
796 3 3 3.1 4.5
797 1 1 3.5 2.4
798 1 1 3.9 4.3
799 6 0 3.6 1.9
800 5 1 3.3 1.8
801 0 0 3.8 1.9
802 8 0 4.0 3.0
803 0 0 2.2 2.7
804 0 0 3.5 2.3
805 9 3 4.6 2.0
806 0 0 4.1 2.5
807 6 1 3.4 2.8
808 9 4 3.0 2.3
809 1 1 3.9 2.9
810 6 5 3.7 2.7
811 1 1 2.8 1.3
812 8 2 3.0 3.7
813 0 0 3.2 1.2
814 0 0 2.1 2.8
815 1 1 2.3 2.1
816 9 5 3.1 2.8
817 0 0 3.8 3.8
818 7 1 3.8 2.9
819 4 0 4.0 4.0
820 5 5 4.1 2.3
821 1 1 3.4 1.9
822 9 0 3.0 2.5
823 4 4 3.8 2.8
824 2 0 2.9 2.5
825 1 1 3.5 1.6
826 2 2 3.9 2.8
827 8 1 4.9 4.5
828 4 3 3.6 2.3
829 1 1 3.2 1.7
830 0 0 3.5 1.8
831 4 4 3.0 1.8
832 0 0 2.7 2.7
833 0 0 3.7 1.5
834 2 0 3.0 2.6
835 0 0 3.1 4.0
836 0 0 3.5 2.5
837 4 0 4.1 1.3
838 3 0 3.5 2.5
839 4 2 2.8 2.9
840 17 0 3.3 3.4
841 0 0 3.5 3.7
842 8 1 3.2 2.7
843 3 0 2.9 2.8
844 0 0 2.8 2.7
845 4 4 3.2 2.2
846 2 2 3.3 1.5
847 4 4 3.5 2.2
848 2 2 3.3 3.6
849 2 2 3.0 2.8
850 0 0 1.9 3.9
851 1 1 3.0 4.5
852 0 0 3.5 3.0
853 0 0 3.0 2.5
854 3 0 3.2 2.7
855 2 0 4.0 2.3
856 1 1 3.8 1.7
857 1 1 3.1 1.4
858 0 0 3.9 1.0
859 0 0 3.4 2.5
860 4 1 4.3 2.3
861 1 1 3.6 1.8
862 3 3 2.8 1.0
863 3 0 3.2 2.4
864 2 2 2.9 2.7
865 0 0 2.7 3.6
866 1 1 4.4 5.0
867 0 0 3.1 4.3
868 2 2 3.8 2.4
869 6 6 4.3 1.0
870 2 2 2.6 3.6
871 0 0 3.2 1.3
872 5 4 3.0 2.4
873 0 0 3.6 2.8
874 2 2 4.1 5.0
875 1 0 2.8 3.8
876 0 0 3.3 2.2
877 5 0 3.2 1.1
878 0 0 3.5 2.4
879 1 1 3.3 2.1
880 0 0 4.1 2.5
881 3 1 3.8 2.8
882 2 2 2.0 2.7
883 0 0 3.5 1.0
884 0 0 3.8 2.2
885 4 0 4.1 2.3
886 7 3 2.6 4.1
887 0 0 4.0 4.0
888 0 0 4.1 4.0
889 2 1 2.8 2.3
890 1 0 3.5 3.9
891 0 0 3.2 2.6
892 1 0 3.7 2.9
893 0 0 3.7 1.4
894 1 1 2.5 2.7
895 2 2 2.9 2.9
896 4 0 3.2 3.1
897 2 1 3.6 3.7
898 3 0 2.9 1.8
899 0 0 3.0 2.8
900 4 2 3.7 2.7
901 1 1 3.7 3.5
902 3 3 2.9 4.3
903 4 3 3.6 4.0
904 6 1 3.2 2.8
905 3 0 3.5 2.2
906 2 0 1.9 1.6
907 0 0 3.2 3.8
908 3 1 3.4 3.1
909 4 1 4.1 2.9
910 4 0 3.1 3.4
911 0 0 3.8 4.6
912 1 1 3.5 2.4
913 1 1 3.4 2.6
914 3 2 2.4 2.0
915 4 4 4.3 3.0
916 6 0 3.3 3.3
917 3 0 3.1 2.8
918 0 0 1.9 3.3
919 5 5 3.7 1.3
920 5 1 4.0 3.2
921 0 0 3.3 2.0
922 0 0 2.4 3.8
923 2 1 3.4 1.5
924 5 1 3.8 2.8
925 1 1 4.1 3.3
926 2 2 3.3 3.6
927 2 1 3.6 4.8
928 1 1 3.1 3.7
929 1 1 3.3 2.2
930 2 1 4.9 1.0
931 0 0 3.8 3.2
932 1 1 3.3 4.7
933 2 2 4.0 3.8
934 1 1 3.3 2.6
935 2 2 3.4 3.1
936 7 3 3.0 1.9
937 0 0 3.4 2.4
938 5 2 3.1 3.5
939 3 0 3.3 2.2
940 1 0 2.5 2.8
941 2 2 3.2 2.1
942 3 1 3.1 1.7
943 0 0 3.3 4.0
944 0 0 3.3 2.6
945 4 1 3.0 3.9
946 2 2 3.5 1.6
947 5 0 3.6 2.5
948 0 0 4.1 2.3
949 1 0 3.0 2.1
950 0 0 2.8 2.6
951 7 7 3.5 1.9
952 5 4 3.8 2.3
953 2 0 4.5 3.3
954 10 1 3.2 4.6
955 8 1 4.6 3.6
956 0 0 3.1 4.1
957 4 3 3.0 4.6
958 0 0 3.2 1.8
959 0 0 4.0 3.6
960 1 0 2.6 2.5
961 7 0 3.9 1.9
962 0 0 3.0 2.4
963 2 1 3.7 3.4
964 2 0 2.9 3.9
965 0 0 3.5 1.7
966 6 0 3.6 3.6
967 0 0 3.0 1.8
968 1 1 3.3 2.0
969 4 0 4.0 2.1
970 1 1 2.1 1.9
971 0 0 3.0 2.3
972 0 0 2.9 1.8
973 0 0 2.8 2.9
974 0 0 3.4 2.7
975 11 7 3.4 5.0
976 0 0 2.8 3.6
977 7 4 3.1 4.2
978 0 0 3.2 4.0
979 3 0 3.7 2.0
980 0 0 3.6 2.0
981 2 2 3.7 3.8
982 5 1 3.7 3.7
983 4 0 3.4 3.9
984 0 0 2.6 3.4
985 1 1 3.0 2.5
986 2 2 3.1 3.3
987 1 1 3.6 2.1
988 0 0 4.0 1.1
989 4 1 3.1 4.7
990 3 1 3.3 2.5
991 7 1 4.3 3.6
992 1 0 3.0 2.5
993 4 0 3.2 2.5
994 1 1 3.2 3.9
995 0 0 3.7 2.7
996 8 0 2.7 4.5
997 0 0 2.9 1.6
998 1 1 2.9 4.0
999 2 1 2.9 4.5
1000 10 0 3.8 3.0
1001 1 0 3.7 1.0
1002 0 0 3.2 1.9
1003 4 4 3.0 1.9
1004 1 0 3.1 1.7
1005 1 1 2.8 2.9
1006 1 1 3.8 4.2
1007 0 0 3.9 3.4
1008 1 1 3.3 3.5
1009 0 0 3.9 2.4
1010 1 1 3.2 3.6
1011 2 0 3.0 2.0
1012 4 3 4.3 1.0
1013 1 1 4.0 4.4
1014 1 1 4.0 3.6
1015 0 0 3.7 2.4
1016 4 1 2.6 2.6
1017 2 0 3.6 2.9
1018 1 1 3.8 2.5
1019 2 1 3.5 4.5
1020 1 1 3.9 5.0
1021 5 4 4.1 1.4
1022 1 1 3.1 3.2
1023 2 2 3.1 1.0
1024 2 2 3.3 3.5
1025 0 0 3.4 3.6
1026 0 0 4.2 3.8
1027 4 0 3.8 4.1
1028 1 0 3.4 2.8
1029 0 0 3.3 2.2
1030 1 1 3.2 1.0
1031 5 2 3.4 4.8
1032 0 0 3.0 2.9
1033 6 2 3.4 2.5
1034 10 3 3.9 4.4
1035 0 0 3.0 3.6
1036 2 1 2.8 3.6
1037 2 2 2.9 1.5
1038 1 1 2.9 3.7
1039 7 2 3.5 3.9
1040 0 0 4.0 2.4
1041 1 1 3.1 3.0
1042 0 0 3.3 5.0
1043 0 0 3.5 3.2
1044 5 1 3.3 2.9
1045 0 0 3.2 2.3
1046 3 0 2.8 1.9
1047 9 0 3.4 1.5
1048 1 0 3.8 3.6
1049 6 1 3.3 1.8
1050 2 1 3.6 2.3
1051 0 0 3.9 2.5
1052 7 0 2.8 2.7
1053 1 0 3.0 2.4
1054 3 1 3.5 2.1
1055 2 2 2.9 2.8
1056 1 0 3.2 2.4
1057 0 0 4.0 3.7
1058 2 2 3.3 1.7
1059 2 0 3.2 4.2
1060 0 0 3.4 2.3
1061 0 0 4.2 3.3
1062 4 1 2.8 5.0
1063 9 0 4.5 2.4
1064 0 0 3.7 2.3
1065 5 3 4.3 3.8
1066 5 2 2.9 2.8
1067 0 0 3.1 1.3
1068 1 1 3.0 3.7
1069 3 1 3.4 2.1
1070 3 1 2.8 2.2
1071 1 1 2.8 2.8
1072 1 0 3.4 2.2
1073 6 6 2.9 2.0
1074 4 4 3.1 2.6
1075 5 5 3.2 2.8
1076 2 2 3.9 2.6
1077 2 2 3.0 3.4
1078 0 0 3.3 3.9
1079 0 0 4.0 3.7
1080 1 0 4.4 2.4
1081 2 2 2.7 1.9
1082 1 0 3.9 2.2
1083 0 0 4.3 2.5
1084 3 0 2.8 3.4
1085 5 0 3.0 1.1
1086 4 1 2.7 3.7
1087 2 2 4.6 2.9
1088 5 0 2.8 2.6
1089 0 0 3.9 2.7
1090 0 0 3.5 3.3
1091 13 2 4.0 2.2
1092 1 1 3.1 1.0
1093 3 3 4.7 2.2
1094 4 1 4.2 3.3
1095 0 0 2.9 2.7
1096 0 0 2.9 3.2
1097 6 2 3.7 4.8
1098 3 0 3.2 4.5
1099 2 0 3.6 2.7
1100 1 1 3.5 1.0
1101 1 1 3.3 2.2
1102 0 0 3.5 3.3
1103 1 0 3.2 1.8
1104 3 3 3.3 2.6
1105 2 2 3.5 3.0
1106 0 0 3.7 3.7
1107 1 1 3.6 1.4
1108 2 2 4.3 2.6
1109 1 1 4.0 2.6
1110 1 1 2.6 3.6
1111 0 0 3.6 2.5
1112 0 0 3.0 3.9
1113 5 3 3.1 5.0
1114 2 1 3.0 1.8
1115 4 4 2.9 2.1
1116 0 0 3.2 2.5
1117 2 2 3.9 2.8
1118 0 0 4.1 3.4
1119 1 1 4.2 4.0
1120 4 1 2.6 2.5
1121 4 2 2.6 4.0
1122 1 0 3.6 3.2
1123 0 0 2.7 2.0
1124 0 0 3.5 1.7
1125 1 1 3.2 4.2
1126 0 0 3.9 2.1
1127 0 0 3.1 3.7
1128 5 4 4.3 1.8
1129 10 8 3.5 2.7
1130 1 0 4.0 1.6
1131 0 0 2.9 2.1
1132 2 2 3.4 2.6
1133 3 1 4.2 2.8
1134 2 2 3.8 3.1
1135 3 0 4.0 1.4
1136 4 4 4.1 2.4
1137 0 0 3.8 2.8
1138 2 0 4.1 2.5
1139 2 2 3.3 2.6
1140 3 0 4.1 1.3
1141 9 0 3.9 2.9
1142 0 0 3.9 2.5
1143 7 1 4.1 1.7
1144 1 1 3.2 1.6
1145 4 1 4.3 2.6
1146 2 1 3.5 4.8
1147 0 0 2.8 3.0
1148 2 1 4.0 3.4
1149 4 0 3.0 2.8
1150 2 0 3.7 2.6
1151 3 3 3.5 2.5
1152 1 1 2.2 2.1
1153 3 1 3.3 2.7
1154 0 0 3.1 2.2
1155 2 1 4.1 2.8
1156 1 0 2.2 1.5
1157 0 0 2.7 3.1
1158 10 0 3.0 3.9
1159 1 0 3.6 2.3
1160 1 1 3.1 2.5
1161 4 1 4.2 3.5
1162 3 1 3.3 1.3
1163 6 1 3.6 3.0
1164 0 0 3.2 2.1
1165 0 0 2.4 2.9
1166 2 2 3.0 1.5
1167 0 0 2.9 2.5
1168 0 0 3.3 1.0
1169 1 1 4.2 2.0
1170 0 0 4.2 3.6
1171 0 0 3.4 2.8
1172 8 0 4.4 1.6
1173 14 2 3.3 2.5
1174 1 0 3.4 4.1
1175 0 0 3.8 2.7
1176 1 1 3.2 3.2
1177 3 1 3.1 2.5
1178 0 0 3.5 3.3
1179 14 6 2.5 2.4
1180 0 0 4.1 2.7
1181 4 4 3.8 1.6
1182 1 1 4.6 3.4
1183 2 2 2.2 3.6
1184 0 0 3.9 2.5
1185 13 0 3.0 2.3
1186 3 1 3.3 3.4
1187 1 1 3.5 2.1
1188 1 1 4.5 3.5
1189 2 2 3.3 3.5
1190 0 0 2.9 2.2
1191 4 3 3.9 3.2
1192 4 4 3.4 3.1
1193 0 0 3.6 5.0
1194 0 0 4.1 1.9
1195 3 3 3.5 4.7
1196 0 0 2.9 1.2
1197 0 0 4.2 3.6
1198 1 1 3.5 1.7
1199 2 2 3.0 3.2
1200 3 0 3.7 2.9
1201 3 3 3.6 2.7
1202 10 5 4.3 2.8
1203 1 1 3.0 3.2
1204 4 3 3.2 1.0
1205 8 2 3.7 2.0
1206 0 0 3.7 3.4
1207 0 0 4.4 3.2
1208 8 1 3.0 1.6
1209 2 0 4.4 2.9
1210 11 2 3.0 1.0
1211 0 0 2.2 3.9
1212 0 0 2.9 2.5
1213 0 0 3.1 2.4
1214 2 2 3.2 2.5
1215 3 2 3.4 3.1
1216 4 4 4.5 3.4
1217 9 2 3.6 2.9
1218 3 0 4.1 2.3
1219 0 0 3.6 3.2
1220 4 2 3.1 3.4
1221 0 0 3.7 2.6
1222 6 2 2.8 2.7
1223 0 0 3.1 4.1
1224 0 0 3.0 2.3
1225 3 3 2.9 4.1
1226 0 0 3.4 3.3
1227 1 1 3.1 2.5
1228 3 3 2.2 3.0
1229 4 0 3.8 2.7
1230 1 1 3.1 1.7
1231 0 0 4.0 1.9
1232 2 2 3.3 3.1
1233 2 2 3.7 3.4
1234 1 0 3.9 3.2
1235 2 1 2.7 4.5
1236 3 1 4.0 2.7
1237 0 0 3.3 1.9
1238 3 1 3.3 2.8
1239 2 1 2.7 2.3
1240 2 2 3.5 2.2
1241 4 1 3.4 3.4
1242 3 0 3.0 1.8
1243 0 0 3.8 2.8
1244 4 4 3.0 3.3
1245 2 2 4.3 1.9
1246 1 1 2.8 3.1
1247 7 2 3.8 3.6
1248 5 5 3.2 1.6
1249 0 0 3.5 4.0
1250 2 1 3.9 1.0
1251 5 0 3.3 4.3
1252 2 2 4.0 2.9
1253 4 4 3.4 3.5
1254 1 0 3.0 1.8
1255 0 0 2.5 3.4
1256 0 0 3.8 1.0
1257 0 0 3.2 1.0
1258 0 0 3.2 4.5
1259 2 2 3.1 2.5
1260 2 1 2.9 2.7
1261 0 0 3.9 1.3
1262 0 0 3.7 1.3
1263 0 0 3.8 1.9
1264 1 0 3.4 2.5
1265 6 0 3.2 2.3
1266 0 0 3.0 2.6
1267 1 1 3.1 1.8
1268 1 1 3.1 2.6
1269 9 9 2.0 2.3
1270 2 2 3.2 3.7
1271 14 0 4.2 2.5
1272 0 0 3.4 2.8
1273 0 0 3.5 5.0
1274 1 1 3.4 4.3
1275 0 0 3.7 2.1
1276 4 2 4.1 2.6
1277 1 0 2.9 2.7
1278 0 0 3.7 4.1
1279 0 0 2.9 1.0
1280 0 0 3.5 2.6
1281 4 3 3.6 2.9
1282 2 2 3.4 2.8
1283 0 0 4.0 4.2
1284 0 0 3.0 3.7
1285 2 2 2.9 2.8
1286 2 2 2.9 3.6
1287 3 2 3.0 3.1
1288 0 0 2.8 2.2
1289 1 1 3.1 2.8
1290 1 1 4.4 2.5
1291 3 0 2.7 1.7
1292 0 0 3.0 2.7
1293 0 0 2.0 3.2
1294 4 1 2.8 1.6
1295 0 0 3.5 2.8
1296 7 2 3.8 4.8
1297 15 2 3.6 1.9
1298 9 1 3.4 3.9
1299 1 0 3.4 3.6
1300 6 1 3.8 1.8
1301 9 2 3.1 2.5
1302 11 2 3.9 2.7
1303 0 0 4.1 2.1
1304 4 0 3.4 1.0
1305 0 0 3.0 4.7
1306 0 0 3.7 3.0
1307 1 0 3.4 3.2
1308 8 4 3.9 2.1
1309 5 2 3.7 3.1
1310 5 1 3.5 1.0
1311 8 0 3.1 2.4
1312 0 0 3.5 2.3
1313 0 0 3.6 2.5
1314 4 1 3.1 3.2
1315 3 3 2.8 4.6
1316 7 0 4.9 3.4
1317 4 0 4.1 2.5
1318 1 1 4.0 1.3
1319 8 3 3.9 4.4
1320 0 0 4.1 1.8
1321 3 0 3.3 4.4
1322 1 0 3.6 1.5
1323 3 3 3.7 1.7
1324 4 4 3.6 3.7
1325 9 8 2.9 1.4
1326 7 2 3.2 1.5
1327 2 2 2.2 5.0
1328 8 1 4.3 2.8
1329 4 1 2.8 3.1
1330 3 1 3.9 2.5
1331 0 0 4.2 3.5
1332 3 1 3.7 3.4
1333 1 0 3.9 2.5
1334 4 1 3.3 4.9
1335 0 0 3.9 1.6
1336 1 0 3.3 2.9
1337 3 3 3.4 1.1
1338 1 1 3.9 3.2
1339 3 1 2.8 1.0
1340 4 1 3.2 2.1
1341 7 3 3.6 2.2
1342 2 1 3.6 2.3
1343 0 0 3.8 3.0
1344 1 1 2.7 2.3
1345 0 0 3.2 2.9
1346 2 1 2.4 2.3
1347 0 0 3.4 2.3
1348 3 0 3.6 3.0
1349 3 3 3.1 2.0
1350 2 2 3.9 1.4
1351 1 1 3.3 3.6
1352 2 0 3.1 3.8
1353 0 0 3.1 2.7
1354 2 1 3.5 2.8
1355 1 1 2.9 2.8
1356 0 0 3.1 2.9
1357 3 1 3.3 2.8
1358 1 0 3.1 1.0
1359 2 0 3.6 3.4
1360 2 1 3.2 1.3
1361 0 0 3.1 2.2
1362 1 1 3.9 2.8
1363 11 3 3.4 4.4
1364 13 1 3.5 2.8
1365 5 1 3.5 1.9
1366 3 0 3.2 2.0
1367 1 1 3.3 1.1
1368 0 0 3.5 3.5
1369 4 4 3.0 4.4
1370 0 0 3.2 4.8
1371 1 1 3.4 4.8
1372 5 5 3.3 2.0
1373 2 2 3.3 3.6
1374 1 1 3.4 2.6
1375 13 1 4.3 4.1
1376 2 2 3.8 3.9
1377 0 0 3.6 1.7
1378 3 3 3.9 2.0
1379 2 1 4.3 3.3
1380 7 1 3.3 2.8
1381 0 0 2.6 2.6
1382 4 4 3.3 2.2
1383 0 0 4.3 3.7
1384 1 1 3.8 2.1
1385 2 2 3.6 2.2
1386 1 1 3.6 3.5
1387 3 0 3.4 3.1
1388 1 0 3.6 2.2
1389 5 0 3.0 1.6
1390 3 0 3.1 1.4
1391 14 4 4.1 3.5
1392 0 0 2.9 3.9
1393 1 0 4.1 5.0
1394 0 0 3.8 1.4
1395 4 0 3.9 2.7
1396 1 1 3.0 2.3
1397 1 0 3.0 2.1
1398 0 0 3.3 4.5
1399 0 0 3.3 1.4
1400 4 1 3.1 2.6
work_life_balance overtime distance_from_home_km num_projects_last_year
1 3 No 10 2
2 3 No 8 3
3 4 Yes 34 5
4 3 No 7 8
5 2 No 3 2
6 4 No 17 3
7 2 No 10 3
8 4 No 12 5
9 3 Yes 24 2
10 2 No 8 6
11 4 No 8 7
12 3 Yes 24 2
13 3 No 8 2
14 3 No 16 3
15 2 No 18 3
16 2 No 4 4
17 3 No 11 9
18 2 No 4 4
19 3 No 3 7
20 3 No 5 1
21 1 No 37 4
22 2 Yes 4 3
23 1 Yes 17 4
24 4 Yes 12 4
25 4 No 16 4
26 3 Yes 3 2
27 4 No 20 5
28 3 No 5 8
29 3 Yes 8 4
30 2 Yes 2 8
31 3 No 17 6
32 4 No 3 6
33 3 Yes 1 5
34 3 No 4 8
35 3 No 13 3
36 2 Yes 18 5
37 2 No 8 4
38 3 No 1 1
39 3 Yes 17 7
40 1 Yes 3 4
41 3 No 40 1
42 4 Yes 13 1
43 3 Yes 36 5
44 3 Yes 31 4
45 3 No 18 1
46 4 Yes 33 3
47 2 Yes 11 2
48 3 Yes 10 1
49 4 No 34 4
50 4 No 14 3
51 2 Yes 1 3
52 2 Yes 4 4
53 3 Yes 14 7
54 4 Yes 5 4
55 4 Yes 20 3
56 4 Yes 9 2
57 2 No 3 3
58 4 Yes 2 5
59 3 Yes 13 1
60 3 No 4 6
61 4 Yes 6 6
62 4 Yes 11 5
63 2 No 13 9
64 2 Yes 20 2
65 3 Yes 5 3
66 3 No 3 6
67 3 Yes 25 3
68 2 No 1 6
69 3 No 7 2
70 4 Yes 6 1
71 3 No 1 4
72 3 No 21 4
73 3 Yes 39 4
74 3 Yes 3 3
75 2 No 20 5
76 3 Yes 2 4
77 3 Yes 1 4
78 2 No 18 5
79 4 No 50 1
80 1 Yes 5 1
81 4 Yes 3 4
82 3 No 1 4
83 3 No 3 2
84 3 No 8 2
85 2 Yes 3 3
86 2 Yes 46 4
87 3 No 30 2
88 3 Yes 11 5
89 1 No 3 3
90 4 No 2 3
91 2 Yes 1 3
92 4 No 10 3
93 3 No 20 5
94 3 Yes 32 3
95 3 No 18 3
96 2 No 11 3
97 3 No 6 3
98 2 No 13 6
99 3 No 2 7
100 3 Yes 4 4
101 4 No 9 5
102 1 No 24 3
103 4 No 10 4
104 3 Yes 36 6
105 3 Yes 20 1
106 2 No 13 2
107 4 Yes 7 7
108 3 No 2 1
109 2 No 9 9
110 1 No 46 6
111 3 No 5 9
112 3 No 13 1
113 4 No 2 4
114 3 No 1 8
115 3 Yes 11 3
116 1 No 6 7
117 4 No 9 6
118 2 No 12 5
119 2 No 18 2
120 4 Yes 3 5
121 4 No 8 3
122 3 Yes 10 3
123 3 Yes 17 3
124 2 No 7 5
125 3 Yes 5 6
126 1 No 23 3
127 4 Yes 3 4
128 4 No 9 4
129 2 No 33 6
130 1 No 16 4
131 4 No 46 5
132 3 Yes 12 6
133 2 No 2 3
134 4 Yes 45 5
135 2 No 21 5
136 1 Yes 13 3
137 4 Yes 13 3
138 2 Yes 14 1
139 4 No 3 5
140 2 Yes 15 3
141 3 No 7 6
142 3 No 1 5
143 4 No 8 6
144 4 No 28 5
145 2 No 3 2
146 3 No 8 2
147 4 Yes 9 7
148 1 Yes 2 3
149 3 Yes 5 3
150 3 Yes 15 3
151 2 No 1 4
152 2 Yes 34 3
153 3 Yes 41 6
154 2 No 6 8
155 2 No 7 8
156 2 Yes 9 4
157 3 Yes 1 3
158 2 No 11 4
159 3 Yes 3 2
160 2 No 10 3
161 3 Yes 17 4
162 3 Yes 6 4
163 1 Yes 7 4
164 3 Yes 16 6
165 4 No 30 4
166 3 No 7 6
167 2 Yes 7 4
168 2 No 10 6
169 2 No 7 1
170 2 No 1 3
171 4 Yes 29 3
172 3 Yes 9 5
173 3 Yes 11 4
174 3 Yes 3 3
175 4 No 28 6
176 4 Yes 1 2
177 3 No 52 7
178 2 Yes 12 9
179 2 No 8 3
180 2 No 2 4
181 3 Yes 4 7
182 4 Yes 19 7
183 3 Yes 4 3
184 3 No 8 5
185 3 Yes 21 1
186 4 No 5 2
187 4 Yes 12 4
188 2 Yes 4 5
189 2 Yes 14 5
190 4 No 1 4
191 3 No 11 1
192 2 Yes 7 4
193 2 No 3 6
194 3 No 14 9
195 3 Yes 1 5
196 4 No 4 3
197 2 No 30 5
198 3 No 35 4
199 3 Yes 21 4
200 3 No 24 6
201 3 Yes 5 4
202 3 Yes 29 4
203 2 Yes 4 6
204 3 Yes 21 4
205 3 No 19 1
206 2 Yes 11 4
207 2 Yes 7 6
208 3 No 14 5
209 3 No 22 8
210 2 No 3 3
211 2 No 9 3
212 3 No 5 3
213 2 No 20 3
214 3 No 40 5
215 3 No 7 1
216 3 Yes 13 6
217 3 No 5 2
218 2 Yes 16 4
219 2 Yes 1 4
220 1 Yes 19 4
221 2 Yes 25 1
222 4 Yes 4 5
223 2 Yes 3 2
224 4 No 4 6
225 3 Yes 24 5
226 4 No 8 8
227 4 Yes 1 6
228 3 Yes 43 5
229 3 Yes 5 2
230 3 Yes 12 3
231 3 Yes 14 2
232 2 Yes 13 1
233 3 Yes 11 3
234 2 No 18 3
235 3 Yes 2 6
236 3 No 40 5
237 2 Yes 8 7
238 3 No 12 5
239 3 No 11 3
240 1 No 4 4
241 2 Yes 2 1
242 3 No 6 4
243 4 Yes 7 5
244 4 Yes 11 2
245 3 No 21 2
246 3 Yes 7 3
247 2 Yes 4 3
248 3 No 19 1
249 3 No 8 2
250 4 No 29 4
251 3 Yes 2 4
252 3 No 4 3
253 3 No 11 3
254 3 No 14 2
255 3 Yes 6 6
256 2 No 24 1
257 4 No 9 6
258 4 Yes 4 3
259 2 No 8 6
260 2 Yes 4 2
261 2 No 3 4
262 2 No 4 6
263 3 Yes 1 4
264 2 Yes 12 3
265 4 No 12 5
266 4 Yes 11 1
267 3 No 24 1
268 2 No 18 1
269 2 Yes 9 2
270 3 Yes 9 5
271 3 No 2 4
272 3 Yes 5 7
273 3 Yes 7 4
274 3 Yes 22 3
275 4 No 11 5
276 4 No 12 1
277 3 Yes 17 2
278 2 No 14 5
279 1 No 1 1
280 2 Yes 12 4
281 2 No 30 2
282 4 No 13 7
283 2 No 5 3
284 3 Yes 3 4
285 3 No 32 1
286 3 Yes 20 3
287 3 No 10 5
288 4 Yes 1 7
289 3 Yes 3 3
290 1 Yes 30 5
291 3 No 6 2
292 3 No 2 4
293 3 No 10 1
294 1 Yes 2 4
295 3 Yes 12 3
296 4 Yes 9 6
297 3 No 8 4
298 1 No 6 4
299 3 No 7 3
300 3 No 6 5
301 4 Yes 1 3
302 2 Yes 12 6
303 1 No 11 1
304 3 Yes 3 3
305 3 Yes 7 3
306 2 No 1 3
307 2 No 6 3
308 4 No 9 3
309 4 No 12 4
310 2 No 1 6
311 2 Yes 5 3
312 4 Yes 3 7
313 4 No 18 8
314 2 No 7 3
315 3 Yes 5 1
316 2 Yes 4 4
317 4 No 5 1
318 3 Yes 1 3
319 3 Yes 2 2
320 4 Yes 18 5
321 2 No 3 7
322 3 No 13 5
323 1 No 9 4
324 3 No 12 3
325 2 Yes 14 2
326 3 No 2 3
327 3 No 11 5
328 3 Yes 6 3
329 3 No 5 4
330 3 Yes 12 1
331 2 Yes 2 2
332 3 Yes 4 1
333 3 Yes 13 3
334 1 Yes 12 4
335 3 Yes 35 1
336 2 No 10 2
337 3 Yes 2 2
338 1 No 7 7
339 3 No 22 3
340 3 No 32 4
341 1 No 6 4
342 3 Yes 10 1
343 3 Yes 2 3
344 3 Yes 10 6
345 3 Yes 1 1
346 4 No 2 2
347 4 No 1 5
348 4 No 9 3
349 3 No 28 3
350 1 Yes 1 2
351 3 Yes 12 3
352 2 No 7 5
353 4 No 8 6
354 2 No 10 5
355 4 No 31 3
356 2 Yes 8 2
357 3 No 14 4
358 2 Yes 3 5
359 3 No 6 4
360 3 Yes 2 4
361 4 No 5 5
362 3 Yes 8 6
363 4 No 4 3
364 3 Yes 2 1
365 3 Yes 9 1
366 2 No 8 6
367 3 Yes 21 5
368 2 Yes 13 3
369 2 No 6 4
370 3 No 9 5
371 3 No 15 4
372 4 No 7 1
373 2 Yes 9 3
374 4 No 1 7
375 3 No 21 2
376 1 No 16 3
377 3 Yes 14 8
378 2 No 4 5
379 3 No 3 4
380 3 No 1 6
381 3 Yes 4 4
382 3 No 4 2
383 1 No 1 2
384 3 No 1 4
385 3 No 19 3
386 3 No 1 4
387 3 No 6 4
388 2 Yes 4 3
389 2 No 9 4
390 3 Yes 19 5
391 3 Yes 15 3
392 3 No 3 6
393 3 Yes 2 1
394 4 Yes 7 4
395 4 No 1 2
396 3 No 5 10
397 2 No 2 2
398 3 No 1 5
399 3 No 10 7
400 4 No 3 4
401 2 Yes 4 1
402 4 Yes 3 4
403 2 No 6 2
404 1 Yes 17 6
405 3 No 20 4
406 3 Yes 25 4
407 3 Yes 4 2
408 2 No 6 6
409 3 No 5 6
410 4 Yes 11 2
411 3 Yes 4 6
412 2 Yes 36 5
413 3 Yes 4 3
414 2 Yes 6 3
415 1 No 33 3
416 4 Yes 18 2
417 1 No 2 2
418 4 No 15 2
419 3 Yes 37 4
420 2 No 46 2
421 2 Yes 14 4
422 3 Yes 8 6
423 4 Yes 30 2
424 4 Yes 5 9
425 2 No 7 3
426 3 No 12 4
427 2 No 3 1
428 4 Yes 25 7
429 4 Yes 7 7
430 4 Yes 11 4
431 4 Yes 9 5
432 4 No 8 7
433 4 No 8 4
434 2 Yes 11 2
435 1 Yes 9 7
436 4 No 2 4
437 1 No 25 3
438 3 Yes 1 3
439 4 Yes 2 8
440 3 No 17 4
441 2 No 1 5
442 4 Yes 10 10
443 3 Yes 2 6
444 4 No 20 4
445 3 Yes 8 1
446 3 Yes 2 7
447 3 Yes 7 4
448 4 No 2 4
449 2 Yes 1 9
450 2 No 4 5
451 2 No 27 3
452 4 No 1 3
453 2 No 37 2
454 2 No 22 3
455 4 No 3 4
456 2 No 2 7
457 3 Yes 1 4
458 3 Yes 1 2
459 2 No 5 5
460 4 Yes 12 4
461 3 Yes 28 2
462 3 No 11 4
463 2 No 25 2
464 2 No 11 4
465 4 Yes 3 1
466 3 No 12 5
467 3 No 11 2
468 3 No 2 3
469 3 Yes 6 3
470 3 No 27 4
471 1 No 16 3
472 1 No 24 3
473 2 No 10 4
474 4 No 1 5
475 3 No 13 4
476 3 Yes 7 3
477 4 No 21 2
478 3 Yes 30 2
479 4 Yes 3 1
480 4 No 1 6
481 4 No 2 1
482 3 No 23 1
483 1 No 11 4
484 2 No 40 5
485 1 Yes 8 5
486 3 Yes 11 3
487 3 Yes 1 2
488 4 Yes 20 5
489 2 No 3 5
490 3 No 33 3
491 3 Yes 1 9
492 3 Yes 5 4
493 2 No 5 5
494 3 Yes 8 3
495 4 No 5 7
496 1 Yes 11 3
497 2 No 23 2
498 4 Yes 1 2
499 4 Yes 17 2
500 3 No 3 4
501 3 No 14 4
502 2 No 6 6
503 4 No 17 6
504 3 Yes 28 1
505 3 Yes 7 6
506 3 No 18 3
507 4 No 2 3
508 3 No 4 5
509 4 Yes 5 5
510 4 Yes 9 3
511 3 Yes 9 5
512 4 No 1 4
513 2 No 14 2
514 3 No 15 2
515 3 Yes 29 4
516 2 Yes 9 5
517 3 No 14 9
518 3 Yes 5 5
519 3 Yes 2 8
520 2 Yes 1 5
521 3 Yes 7 6
522 2 No 1 5
523 2 No 1 3
524 4 No 5 1
525 1 No 1 6
526 3 No 1 2
527 3 No 5 7
528 4 No 3 4
529 3 No 20 5
530 2 No 3 2
531 3 No 1 2
532 3 No 10 3
533 2 No 24 1
534 3 Yes 1 3
535 4 Yes 5 4
536 2 Yes 14 7
537 2 Yes 4 2
538 4 Yes 38 2
539 2 Yes 1 7
540 3 Yes 6 5
541 2 Yes 3 5
542 3 No 4 3
543 3 Yes 6 3
544 3 Yes 1 6
545 3 No 4 4
546 2 Yes 1 3
547 4 No 19 4
548 3 No 7 2
549 4 No 18 3
550 2 Yes 9 2
551 3 Yes 5 3
552 3 Yes 2 2
553 2 Yes 1 2
554 4 No 3 4
555 2 No 1 8
556 3 Yes 26 5
557 4 Yes 13 3
558 4 Yes 2 2
559 1 No 6 5
560 3 Yes 6 2
561 2 No 14 7
562 2 Yes 16 2
563 3 No 5 2
564 3 No 14 2
565 2 Yes 7 2
566 4 Yes 1 6
567 1 No 30 6
568 2 Yes 19 2
569 3 No 2 3
570 3 No 3 4
571 2 No 2 5
572 3 No 27 10
573 3 Yes 10 5
574 4 Yes 1 2
575 4 No 9 3
576 1 No 6 4
577 1 No 22 5
578 3 Yes 2 4
579 3 Yes 14 4
580 2 Yes 16 5
581 2 Yes 24 10
582 4 No 18 2
583 2 Yes 1 2
584 4 Yes 24 10
585 4 Yes 4 7
586 3 Yes 8 2
587 3 No 6 5
588 2 Yes 8 3
589 2 No 3 2
590 2 No 2 5
591 3 No 1 4
592 3 No 2 1
593 2 No 4 7
594 3 Yes 6 1
595 3 Yes 7 4
596 4 No 6 5
597 4 Yes 19 4
598 4 No 4 6
599 3 Yes 3 2
600 3 No 1 2
601 4 No 4 1
602 2 No 7 6
603 4 No 1 3
604 3 Yes 5 1
605 2 No 14 3
606 3 No 26 3
607 4 Yes 3 6
608 4 No 14 4
609 3 Yes 3 4
610 3 Yes 6 4
611 4 Yes 7 5
612 2 No 5 4
613 4 No 12 4
614 2 No 3 5
615 3 Yes 59 3
616 3 Yes 9 6
617 3 No 7 4
618 4 No 22 2
619 2 No 4 4
620 3 No 3 3
621 3 Yes 11 4
622 2 Yes 2 5
623 3 Yes 15 6
624 3 No 1 4
625 2 No 4 5
626 3 No 9 3
627 3 No 2 7
628 3 No 5 4
629 2 No 1 3
630 3 No 2 1
631 3 Yes 31 6
632 2 Yes 34 5
633 2 No 1 6
634 2 Yes 6 3
635 3 Yes 24 3
636 3 No 33 4
637 4 No 25 6
638 3 No 4 4
639 2 Yes 14 1
640 3 No 11 5
641 2 No 3 7
642 3 Yes 3 5
643 3 Yes 1 6
644 2 Yes 9 5
645 2 No 8 4
646 2 No 11 5
647 3 No 1 2
648 4 No 14 3
649 3 No 12 3
650 2 No 22 6
651 2 Yes 5 1
652 2 Yes 6 4
653 3 No 10 3
654 3 Yes 2 2
655 2 Yes 5 4
656 3 Yes 7 6
657 4 No 12 5
658 4 No 12 1
659 3 Yes 5 5
660 2 No 1 4
661 2 No 34 7
662 2 Yes 38 4
663 3 No 34 5
664 3 Yes 4 4
665 2 No 17 8
666 4 Yes 1 3
667 3 No 5 2
668 4 No 5 5
669 2 No 1 3
670 2 No 22 4
671 3 No 3 6
672 2 Yes 21 6
673 2 No 1 4
674 2 Yes 3 5
675 2 No 36 6
676 2 No 4 1
677 3 Yes 20 3
678 4 Yes 13 3
679 2 No 23 6
680 4 Yes 11 5
681 4 No 16 2
682 3 No 14 2
683 3 No 22 5
684 3 No 12 8
685 2 No 5 3
686 3 No 6 2
687 2 No 9 4
688 4 Yes 12 4
689 3 Yes 17 6
690 3 Yes 10 4
691 3 No 13 5
692 2 No 6 3
693 3 No 13 2
694 3 No 5 4
695 2 Yes 5 3
696 3 Yes 6 3
697 3 Yes 5 6
698 4 No 12 1
699 2 Yes 47 5
700 4 Yes 18 6
701 3 No 16 3
702 2 Yes 12 4
703 1 No 32 5
704 2 No 8 3
705 4 No 1 2
706 3 No 20 5
707 2 Yes 7 6
708 2 Yes 25 4
709 3 Yes 3 2
710 2 No 3 4
711 3 Yes 21 7
712 4 No 1 5
713 3 No 18 7
714 1 No 1 4
715 3 Yes 5 1
716 3 No 22 2
717 3 Yes 12 2
718 3 Yes 3 4
719 4 No 2 5
720 3 Yes 7 3
721 2 No 19 2
722 2 No 9 3
723 1 No 1 8
724 2 Yes 3 4
725 4 Yes 17 1
726 4 No 8 4
727 2 No 3 3
728 3 No 2 3
729 3 Yes 2 3
730 3 No 8 1
731 3 No 6 5
732 1 Yes 2 6
733 3 Yes 3 3
734 3 Yes 4 4
735 2 No 2 2
736 4 Yes 1 3
737 4 No 13 7
738 4 Yes 2 1
739 3 Yes 5 4
740 3 No 2 6
741 3 Yes 8 2
742 3 No 32 4
743 1 Yes 5 3
744 3 Yes 9 4
745 3 Yes 13 4
746 3 No 9 4
747 4 Yes 2 4
748 4 No 18 3
749 2 No 3 9
750 3 Yes 9 1
751 3 No 5 4
752 3 No 2 5
753 4 No 5 7
754 2 No 5 4
755 4 Yes 1 5
756 2 Yes 15 4
757 2 No 5 3
758 3 Yes 11 1
759 3 No 22 7
760 2 Yes 8 7
761 4 Yes 9 6
762 4 No 6 5
763 3 No 5 6
764 3 No 3 2
765 3 No 7 5
766 3 Yes 6 1
767 3 No 7 4
768 3 No 1 8
769 3 No 32 4
770 3 No 1 5
771 1 No 1 2
772 4 Yes 5 4
773 3 Yes 2 3
774 2 No 8 3
775 2 Yes 12 2
776 3 No 2 4
777 1 Yes 30 4
778 3 No 4 3
779 3 Yes 11 5
780 3 No 2 2
781 1 Yes 6 4
782 3 Yes 23 4
783 1 No 4 5
784 3 No 29 2
785 3 No 21 2
786 3 Yes 10 4
787 3 Yes 2 4
788 3 No 2 4
789 2 Yes 6 3
790 2 No 8 6
791 3 Yes 6 4
792 3 Yes 13 3
793 2 Yes 7 4
794 3 No 6 6
795 1 No 15 3
796 3 Yes 18 9
797 3 No 12 3
798 2 No 15 1
799 3 No 1 3
800 2 No 1 5
801 2 No 13 5
802 2 Yes 15 7
803 4 Yes 7 4
804 3 Yes 11 2
805 3 Yes 7 8
806 4 Yes 18 4
807 2 Yes 15 5
808 4 Yes 6 3
809 3 No 10 4
810 1 No 6 4
811 3 No 2 1
812 3 Yes 5 3
813 3 Yes 2 2
814 3 Yes 3 4
815 4 Yes 11 8
816 2 No 7 4
817 3 No 6 2
818 4 No 10 4
819 2 No 3 7
820 2 Yes 4 5
821 2 Yes 7 3
822 2 Yes 8 4
823 4 No 2 3
824 3 No 1 7
825 4 Yes 17 4
826 4 Yes 13 6
827 4 Yes 3 1
828 4 No 23 4
829 2 No 3 7
830 2 Yes 23 3
831 4 Yes 3 1
832 3 Yes 9 3
833 3 No 4 6
834 2 Yes 3 3
835 4 Yes 7 7
836 2 No 7 7
837 3 No 10 5
838 3 No 1 1
839 1 No 1 6
840 2 No 2 2
841 3 No 6 4
842 4 No 2 5
843 4 Yes 11 3
844 4 No 2 3
845 2 Yes 12 6
846 3 No 1 3
847 2 Yes 24 2
848 3 Yes 12 5
849 1 No 36 2
850 2 Yes 23 4
851 3 Yes 7 5
852 2 No 27 5
853 3 No 32 3
854 2 No 3 3
855 3 No 9 2
856 4 No 16 5
857 2 No 17 6
858 3 No 21 6
859 2 No 1 2
860 4 Yes 9 3
861 3 No 23 4
862 3 Yes 5 4
863 2 No 3 6
864 1 No 12 3
865 3 No 2 3
866 2 Yes 34 3
867 3 Yes 25 3
868 3 Yes 6 4
869 2 Yes 4 4
870 3 Yes 1 5
871 3 Yes 10 1
872 3 Yes 12 1
873 2 Yes 4 5
874 2 Yes 3 3
875 3 Yes 2 5
876 4 No 27 5
877 2 No 3 4
878 1 No 2 2
879 2 No 1 8
880 4 Yes 5 4
881 4 Yes 11 5
882 2 No 5 2
883 2 No 41 3
884 3 Yes 3 5
885 3 No 4 3
886 4 Yes 30 2
887 4 Yes 9 5
888 4 Yes 4 5
889 3 No 14 2
890 4 Yes 1 2
891 2 Yes 45 1
892 3 No 39 2
893 1 Yes 9 2
894 3 No 7 1
895 4 No 4 5
896 4 No 1 2
897 3 Yes 32 2
898 4 Yes 3 3
899 3 No 1 1
900 2 Yes 15 4
901 3 No 5 4
902 3 Yes 6 2
903 2 Yes 18 2
904 3 No 8 5
905 3 Yes 7 4
906 3 No 4 4
907 3 No 3 3
908 2 No 12 6
909 2 No 9 4
910 4 Yes 1 6
911 2 No 57 3
912 2 No 37 2
913 2 Yes 64 3
914 4 Yes 3 8
915 4 Yes 13 4
916 1 Yes 3 6
917 3 Yes 2 7
918 4 No 6 8
919 2 No 5 4
920 2 Yes 1 5
921 3 No 12 4
922 4 Yes 1 3
923 4 No 5 1
924 3 No 4 4
925 3 Yes 28 6
926 1 No 14 6
927 2 No 19 1
928 4 Yes 31 5
929 2 Yes 2 1
930 3 No 3 3
931 2 Yes 3 6
932 3 No 1 5
933 4 Yes 11 1
934 4 No 8 2
935 2 No 9 1
936 4 Yes 2 5
937 4 No 44 1
938 2 No 9 2
939 3 Yes 11 1
940 2 No 14 1
941 4 Yes 3 2
942 1 No 13 3
943 3 Yes 15 5
944 3 No 3 4
945 3 Yes 16 4
946 3 Yes 7 5
947 2 Yes 6 3
948 1 No 5 3
949 3 No 2 2
950 2 No 6 4
951 3 No 10 1
952 3 No 11 2
953 3 Yes 3 4
954 3 No 7 5
955 3 Yes 63 5
956 3 Yes 31 10
957 4 Yes 19 4
958 4 Yes 2 3
959 3 Yes 13 5
960 3 No 36 3
961 2 Yes 16 5
962 2 No 5 5
963 4 No 8 7
964 4 Yes 12 3
965 3 No 3 7
966 3 No 13 6
967 3 Yes 5 4
968 4 Yes 13 4
969 3 Yes 2 3
970 3 No 3 2
971 3 Yes 19 4
972 3 No 1 6
973 2 No 16 4
974 3 Yes 54 5
975 3 No 36 2
976 3 No 18 2
977 3 Yes 8 3
978 3 Yes 2 3
979 3 No 3 6
980 2 Yes 26 3
981 2 Yes 15 6
982 4 Yes 3 5
983 2 No 38 3
984 4 No 18 3
985 2 Yes 5 6
986 3 No 42 5
987 3 Yes 5 5
988 3 No 11 6
989 3 Yes 5 2
990 2 Yes 22 4
991 2 Yes 25 1
992 3 No 22 5
993 4 No 4 1
994 3 Yes 24 2
995 2 Yes 2 5
996 4 Yes 3 1
997 3 No 2 5
998 3 Yes 6 5
999 3 No 11 3
1000 3 No 21 2
1001 3 No 5 3
1002 3 Yes 23 3
1003 3 No 18 5
1004 2 Yes 16 8
1005 3 No 2 2
1006 2 No 1 1
1007 4 Yes 6 1
1008 1 No 4 8
1009 3 No 7 8
1010 3 No 10 3
1011 3 Yes 1 3
1012 3 No 7 6
1013 3 Yes 58 2
1014 3 No 2 6
1015 2 Yes 8 6
1016 3 Yes 11 2
1017 3 No 2 3
1018 2 No 33 7
1019 4 Yes 2 2
1020 2 No 5 2
1021 4 Yes 14 5
1022 4 Yes 28 4
1023 4 Yes 4 4
1024 3 Yes 30 5
1025 4 No 11 2
1026 3 No 4 4
1027 2 Yes 2 3
1028 4 No 5 1
1029 3 No 11 8
1030 2 No 12 7
1031 3 No 35 5
1032 4 No 24 3
1033 3 Yes 1 2
1034 1 No 1 4
1035 3 Yes 5 2
1036 2 Yes 8 4
1037 3 Yes 12 9
1038 4 No 5 5
1039 1 Yes 3 6
1040 2 No 1 3
1041 3 No 12 3
1042 4 Yes 6 6
1043 3 No 3 3
1044 4 Yes 5 5
1045 2 No 6 3
1046 4 Yes 5 4
1047 2 No 2 5
1048 3 Yes 12 5
1049 4 No 4 2
1050 3 No 3 3
1051 3 Yes 8 2
1052 2 Yes 6 7
1053 2 Yes 1 3
1054 3 Yes 5 2
1055 3 Yes 4 4
1056 3 No 6 3
1057 2 Yes 8 2
1058 3 Yes 2 4
1059 4 No 8 5
1060 4 Yes 4 4
1061 3 Yes 28 5
1062 2 No 13 2
1063 2 No 2 4
1064 2 No 5 2
1065 3 Yes 3 6
1066 2 No 4 2
1067 3 No 4 3
1068 3 Yes 29 7
1069 3 No 26 5
1070 3 No 5 5
1071 4 Yes 6 4
1072 2 Yes 5 3
1073 4 Yes 5 4
1074 3 No 5 5
1075 3 Yes 11 10
1076 3 Yes 31 5
1077 3 Yes 5 4
1078 2 Yes 6 8
1079 2 No 10 6
1080 3 No 8 7
1081 2 No 12 2
1082 3 No 6 4
1083 2 Yes 7 3
1084 4 Yes 9 4
1085 4 Yes 11 4
1086 3 No 31 4
1087 3 Yes 2 2
1088 4 Yes 4 5
1089 3 Yes 13 4
1090 2 Yes 2 5
1091 4 Yes 49 3
1092 1 No 7 6
1093 3 No 6 3
1094 2 No 7 5
1095 2 No 18 6
1096 4 No 15 7
1097 3 Yes 5 3
1098 4 No 19 4
1099 3 Yes 2 4
1100 3 Yes 21 5
1101 2 No 18 4
1102 1 No 14 5
1103 2 No 31 2
1104 4 No 28 1
1105 1 No 23 4
1106 3 Yes 19 2
1107 4 No 12 4
1108 4 No 7 1
1109 4 No 9 7
1110 2 No 5 5
1111 3 No 2 1
1112 3 Yes 3 1
1113 3 Yes 5 2
1114 4 Yes 4 2
1115 2 No 3 3
1116 2 No 11 1
1117 3 No 7 4
1118 3 Yes 1 5
1119 3 Yes 7 2
1120 3 Yes 21 4
1121 2 Yes 7 1
1122 4 Yes 9 5
1123 1 Yes 4 2
1124 2 No 29 2
1125 3 No 21 3
1126 2 Yes 14 3
1127 4 No 7 1
1128 4 Yes 18 3
1129 1 Yes 5 7
1130 3 No 10 5
1131 3 No 3 7
1132 2 No 48 4
1133 2 No 2 6
1134 3 Yes 11 6
1135 3 No 8 4
1136 4 No 3 7
1137 4 Yes 11 4
1138 3 No 2 4
1139 3 Yes 45 8
1140 2 No 1 2
1141 3 Yes 13 1
1142 3 No 20 3
1143 3 Yes 3 6
1144 3 Yes 1 4
1145 2 Yes 28 4
1146 3 No 34 3
1147 2 No 4 3
1148 2 Yes 11 7
1149 4 Yes 11 2
1150 4 No 12 4
1151 2 Yes 10 6
1152 4 Yes 7 6
1153 3 No 1 3
1154 2 No 6 3
1155 2 No 8 3
1156 2 No 10 4
1157 3 Yes 3 1
1158 1 Yes 9 4
1159 4 Yes 2 5
1160 4 No 3 2
1161 2 Yes 16 6
1162 2 Yes 21 2
1163 3 No 3 8
1164 4 No 2 5
1165 3 Yes 2 6
1166 1 Yes 12 1
1167 2 Yes 32 4
1168 4 Yes 3 6
1169 2 Yes 6 2
1170 2 Yes 5 5
1171 4 Yes 2 5
1172 2 Yes 21 3
1173 2 Yes 1 1
1174 3 No 8 4
1175 3 Yes 4 8
1176 4 Yes 10 6
1177 3 Yes 5 1
1178 3 No 2 4
1179 3 Yes 33 9
1180 3 No 20 8
1181 2 No 6 5
1182 2 No 5 5
1183 2 Yes 2 5
1184 1 Yes 11 5
1185 1 No 3 1
1186 2 Yes 9 4
1187 3 No 6 4
1188 2 No 1 3
1189 2 No 8 3
1190 3 No 6 2
1191 3 Yes 16 3
1192 4 Yes 4 6
1193 2 No 19 4
1194 3 No 29 1
1195 3 Yes 15 6
1196 4 Yes 12 3
1197 3 Yes 1 5
1198 2 Yes 1 3
1199 4 No 4 3
1200 4 Yes 12 3
1201 4 No 33 4
1202 2 Yes 8 6
1203 3 No 5 3
1204 3 No 17 2
1205 1 Yes 11 4
1206 2 No 1 4
1207 3 Yes 6 3
1208 2 Yes 3 5
1209 1 No 12 4
1210 3 Yes 22 8
1211 3 Yes 9 9
1212 2 No 14 6
1213 4 Yes 2 6
1214 2 Yes 17 1
1215 4 Yes 18 2
1216 3 Yes 1 3
1217 3 Yes 15 4
1218 3 Yes 40 4
1219 4 No 4 3
1220 3 Yes 6 6
1221 3 No 4 2
1222 3 Yes 15 2
1223 2 No 2 7
1224 3 No 15 4
1225 2 No 21 4
1226 3 Yes 14 6
1227 2 No 7 3
1228 1 No 2 3
1229 3 Yes 41 4
1230 3 No 8 5
1231 3 Yes 41 5
1232 2 Yes 12 4
1233 1 Yes 50 2
1234 2 Yes 1 3
1235 2 Yes 35 3
1236 3 No 3 5
1237 2 Yes 16 1
1238 3 No 22 3
1239 3 Yes 3 3
1240 4 No 5 7
1241 2 No 10 1
1242 4 No 16 3
1243 3 Yes 2 6
1244 2 Yes 4 4
1245 1 Yes 40 2
1246 4 Yes 16 5
1247 4 No 3 4
1248 2 Yes 3 1
1249 2 No 10 4
1250 3 No 3 5
1251 3 Yes 1 6
1252 4 No 12 2
1253 2 Yes 1 3
1254 4 No 1 4
1255 3 No 8 3
1256 2 No 11 4
1257 2 Yes 20 3
1258 2 No 24 6
1259 4 No 13 3
1260 4 Yes 1 7
1261 4 Yes 5 5
1262 1 No 7 5
1263 3 Yes 6 4
1264 3 No 3 3
1265 2 No 15 4
1266 1 No 5 5
1267 3 Yes 9 6
1268 3 Yes 5 2
1269 3 No 28 5
1270 1 Yes 14 6
1271 3 Yes 2 3
1272 4 Yes 18 3
1273 2 No 10 2
1274 3 No 4 4
1275 2 Yes 2 5
1276 2 Yes 1 5
1277 3 No 5 7
1278 2 Yes 3 2
1279 3 Yes 5 2
1280 2 No 8 3
1281 3 Yes 9 3
1282 2 Yes 11 2
1283 3 Yes 17 6
1284 4 No 17 7
1285 3 No 6 2
1286 2 No 4 3
1287 3 Yes 4 4
1288 1 Yes 9 3
1289 3 Yes 5 3
1290 3 No 4 4
1291 4 No 4 3
1292 2 Yes 8 2
1293 3 Yes 1 8
1294 1 No 2 3
1295 3 No 5 8
1296 4 Yes 48 2
1297 2 Yes 30 4
1298 3 Yes 13 3
1299 3 Yes 4 2
1300 2 Yes 9 2
1301 2 No 6 2
1302 3 No 12 3
1303 2 No 5 6
1304 4 No 43 3
1305 2 No 14 2
1306 2 No 4 6
1307 4 Yes 1 9
1308 4 Yes 6 2
1309 3 No 3 8
1310 3 Yes 7 2
1311 2 No 1 6
1312 3 No 3 4
1313 2 No 6 5
1314 3 Yes 16 4
1315 2 Yes 16 6
1316 3 No 2 1
1317 4 No 7 4
1318 2 No 1 5
1319 1 No 4 3
1320 3 Yes 1 5
1321 2 Yes 8 4
1322 1 No 3 6
1323 4 Yes 52 6
1324 4 Yes 21 8
1325 2 Yes 1 1
1326 2 No 24 5
1327 2 No 5 3
1328 3 Yes 3 4
1329 3 Yes 18 7
1330 3 Yes 1 5
1331 4 No 10 4
1332 2 Yes 4 2
1333 2 No 9 2
1334 4 No 7 3
1335 2 Yes 41 7
1336 3 No 7 5
1337 4 No 1 1
1338 3 Yes 2 4
1339 4 Yes 41 2
1340 3 Yes 1 5
1341 1 Yes 16 1
1342 2 No 3 2
1343 4 No 40 5
1344 4 Yes 5 2
1345 3 Yes 17 2
1346 2 No 9 4
1347 3 No 8 2
1348 2 Yes 19 6
1349 3 No 17 5
1350 1 No 3 7
1351 3 No 42 6
1352 3 Yes 10 4
1353 4 No 6 6
1354 3 No 14 3
1355 3 Yes 1 1
1356 4 No 21 6
1357 4 No 17 2
1358 3 Yes 1 5
1359 3 Yes 5 4
1360 2 Yes 9 4
1361 2 Yes 7 5
1362 3 Yes 11 1
1363 4 Yes 10 4
1364 2 Yes 10 4
1365 4 Yes 2 3
1366 3 No 4 6
1367 2 Yes 7 3
1368 4 No 24 4
1369 2 No 4 6
1370 2 Yes 1 5
1371 4 No 1 4
1372 2 Yes 34 4
1373 3 No 8 3
1374 3 No 8 5
1375 3 Yes 31 3
1376 2 Yes 1 6
1377 3 No 1 1
1378 3 No 14 4
1379 4 No 38 4
1380 4 Yes 2 7
1381 3 Yes 23 6
1382 3 No 13 3
1383 2 No 6 4
1384 3 No 1 4
1385 2 Yes 4 7
1386 3 Yes 1 4
1387 2 No 26 2
1388 2 No 1 6
1389 4 No 1 5
1390 2 No 1 2
1391 1 Yes 19 4
1392 3 Yes 3 1
1393 3 No 5 8
1394 3 Yes 3 5
1395 4 No 27 7
1396 2 No 32 7
1397 2 Yes 1 1
1398 4 Yes 18 4
1399 3 No 9 6
1400 2 No 9 6
training_hours_last_year num_promotions last_promotion_years_ago
1 72 0 3
2 67 0 1
3 48 0 1
4 35 0 0
5 25 0 0
6 63 0 0
7 57 0 0
8 19 0 1
9 46 0 0
10 72 0 1
11 44 0 2
12 45 0 1
13 0 0 1
14 60 1 2
15 71 1 3
16 26 0 0
17 11 0 0
18 34 1 2
19 27 0 0
20 67 0 0
21 27 1 0
22 54 0 4
23 68 1 1
24 27 0 0
25 40 0 0
26 36 4 3
27 25 0 0
28 55 0 0
29 61 0 0
30 22 0 0
31 46 2 5
32 40 0 1
33 5 0 1
34 26 0 0
35 23 1 1
36 13 0 0
37 20 0 0
38 0 1 2
39 26 0 0
40 0 0 0
41 34 1 0
42 41 1 3
43 13 2 2
44 24 0 1
45 54 0 0
46 43 0 1
47 29 0 1
48 4 1 1
49 25 0 0
50 53 1 0
51 42 0 0
52 0 0 0
53 47 0 0
54 32 0 0
55 36 0 1
56 75 0 1
57 34 0 0
58 58 2 0
59 44 1 3
60 63 0 1
61 16 0 2
62 32 0 0
63 33 0 0
64 18 1 1
65 47 0 3
66 10 0 0
67 40 1 1
68 29 0 1
69 48 0 0
70 67 0 0
71 51 0 0
72 11 0 1
73 39 0 0
74 29 0 0
75 25 0 0
76 54 0 2
77 50 0 1
78 23 0 0
79 10 0 0
80 27 0 0
81 13 0 0
82 64 1 2
83 88 1 0
84 17 0 1
85 61 1 3
86 38 2 2
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90 6 0 0
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95 34 2 0
96 17 1 0
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100 51 1 3
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102 47 0 0
103 25 0 0
104 35 0 0
105 43 1 1
106 70 0 0
107 53 0 0
108 49 1 4
109 38 0 0
110 50 1 0
111 37 0 0
112 63 0 1
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116 55 1 0
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119 55 2 0
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139 80 1 0
140 30 0 0
141 41 0 1
142 15 1 0
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144 34 0 0
145 30 1 0
146 57 0 1
147 17 0 1
148 54 0 1
149 35 1 2
150 75 0 2
151 42 0 0
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154 21 1 1
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157 28 0 0
158 17 0 1
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160 48 0 1
161 22 0 1
162 23 0 1
163 39 0 0
164 6 0 0
165 21 0 3
166 43 0 1
167 83 1 3
168 48 0 2
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170 22 2 4
171 49 0 0
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178 60 1 3
179 41 0 0
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774 26 0 2
775 7 1 6
776 25 0 1
777 85 0 2
778 47 0 0
779 10 1 2
780 25 0 0
781 20 0 0
782 43 0 2
783 36 0 0
784 34 0 0
785 43 0 2
786 36 0 0
787 38 0 6
788 18 2 3
789 64 1 2
790 55 0 3
791 57 0 0
792 28 0 1
793 45 0 0
794 38 1 0
795 60 0 1
796 21 1 1
797 35 0 1
798 13 0 1
799 0 1 3
800 44 0 5
801 62 0 0
802 19 1 0
803 25 0 0
804 22 0 0
805 39 3 1
806 35 0 0
807 59 0 0
808 41 0 0
809 46 0 1
810 78 0 3
811 33 0 1
812 49 0 6
813 1 0 0
814 34 0 0
815 33 0 1
816 40 0 0
817 60 0 0
818 70 1 5
819 29 0 1
820 66 1 2
821 52 0 1
822 28 1 0
823 13 0 1
824 6 0 0
825 51 0 1
826 17 0 0
827 21 2 3
828 48 0 0
829 26 0 0
830 54 0 0
831 45 1 4
832 56 0 0
833 36 0 0
834 57 0 2
835 50 0 0
836 28 0 0
837 16 1 0
838 35 0 0
839 0 1 2
840 49 0 0
841 56 0 0
842 33 0 0
843 38 0 1
844 54 0 0
845 16 1 1
846 51 0 0
847 23 1 4
848 46 0 0
849 59 0 0
850 49 0 0
851 13 0 1
852 44 0 0
853 34 0 0
854 43 0 3
855 51 0 2
856 49 0 0
857 6 0 0
858 56 0 0
859 27 0 0
860 37 1 0
861 41 0 1
862 21 0 3
863 2 1 2
864 76 0 1
865 33 0 0
866 20 0 1
867 17 0 0
868 27 0 1
869 23 0 1
870 52 0 1
871 79 0 0
872 32 1 1
873 25 0 0
874 61 0 2
875 26 0 0
876 29 0 0
877 63 1 5
878 47 0 0
879 37 0 1
880 35 0 0
881 40 0 3
882 43 0 1
883 57 0 0
884 63 0 0
885 4 1 0
886 36 0 4
887 74 0 0
888 14 0 0
889 22 0 0
890 38 0 1
891 29 0 0
892 54 0 0
893 64 0 0
894 64 0 1
895 80 0 0
896 1 1 2
897 60 0 1
898 66 1 0
899 6 0 0
900 26 1 3
901 45 0 1
902 43 1 0
903 12 0 1
904 14 2 1
905 44 0 2
906 43 0 1
907 75 0 0
908 38 0 0
909 25 0 4
910 53 0 1
911 47 0 0
912 27 0 0
913 2 0 1
914 38 1 0
915 52 0 1
916 10 2 2
917 13 1 1
918 14 0 0
919 45 0 3
920 23 1 1
921 14 0 0
922 49 0 0
923 34 0 0
924 54 1 0
925 0 0 1
926 78 0 2
927 27 0 2
928 54 0 1
929 48 0 1
930 45 0 2
931 45 0 0
932 74 0 0
933 57 0 2
934 22 0 1
935 34 0 0
936 33 1 1
937 25 0 0
938 42 1 1
939 0 1 2
940 48 0 0
941 59 0 2
942 0 0 0
943 5 0 0
944 68 0 0
945 35 1 4
946 57 0 0
947 33 1 0
948 48 0 0
949 36 0 1
950 54 0 0
951 66 0 2
952 54 0 0
953 47 0 1
954 0 0 0
955 52 1 3
956 69 0 0
957 47 1 2
958 25 0 0
959 45 0 0
960 43 0 1
961 46 2 0
962 54 0 0
963 57 0 1
964 0 0 0
965 77 0 0
966 70 2 0
967 47 0 0
968 33 0 1
969 0 1 1
970 39 0 1
971 50 0 0
972 35 0 0
973 81 0 0
974 32 0 0
975 60 1 1
976 44 0 0
977 43 2 0
978 71 0 0
979 29 1 0
980 60 0 0
981 59 0 0
982 20 0 0
983 33 0 0
984 34 0 0
985 58 0 1
986 64 0 2
987 53 0 1
988 39 0 0
989 66 0 2
990 41 0 3
991 51 2 0
992 30 0 1
993 63 1 0
994 37 0 1
995 30 0 0
996 45 0 2
997 50 0 0
998 13 0 0
999 67 0 2
1000 33 2 0
1001 33 0 1
1002 71 0 0
1003 55 0 2
1004 11 0 1
1005 29 0 0
1006 56 0 0
1007 49 0 0
1008 67 0 1
1009 0 0 0
1010 25 0 1
1011 51 0 2
1012 45 0 4
1013 33 0 1
1014 20 0 0
1015 54 0 0
1016 47 0 0
1017 69 0 0
1018 67 0 1
1019 0 0 0
1020 15 0 1
1021 61 1 1
1022 31 0 0
1023 43 0 0
1024 53 0 2
1025 76 0 0
1026 25 0 0
1027 60 0 2
1028 52 0 0
1029 28 0 0
1030 46 0 1
1031 66 1 1
1032 50 0 0
1033 39 2 0
1034 69 0 1
1035 40 0 0
1036 45 0 0
1037 36 0 0
1038 52 0 1
1039 23 0 0
1040 63 0 0
1041 29 0 0
1042 62 0 0
1043 71 0 0
1044 47 0 2
1045 14 0 0
1046 55 1 1
1047 4 2 0
1048 23 0 1
1049 12 2 0
1050 32 0 2
1051 30 0 0
1052 16 2 1
1053 0 0 1
1054 59 0 0
1055 69 0 0
1056 78 0 1
1057 54 0 0
1058 51 0 0
1059 51 0 2
1060 35 0 0
1061 38 0 0
1062 38 0 3
1063 20 0 0
1064 53 0 0
1065 26 1 5
1066 27 1 3
1067 36 0 0
1068 34 0 1
1069 49 0 3
1070 47 1 0
1071 48 0 1
1072 42 0 1
1073 43 1 2
1074 40 0 0
1075 39 1 0
1076 57 0 0
1077 10 0 0
1078 60 0 0
1079 35 0 0
1080 42 0 1
1081 29 0 0
1082 48 0 1
1083 0 0 0
1084 65 1 1
1085 11 1 0
1086 4 1 1
1087 26 0 0
1088 46 1 3
1089 66 0 0
1090 34 0 0
1091 47 0 0
1092 21 0 0
1093 28 1 3
1094 52 1 4
1095 18 0 0
1096 37 0 0
1097 50 1 2
1098 52 1 0
1099 67 0 0
1100 59 0 1
1101 62 0 1
1102 44 0 0
1103 51 0 0
1104 39 1 2
1105 18 0 0
1106 73 0 0
1107 11 0 0
1108 33 0 2
1109 55 0 1
1110 29 0 0
1111 41 0 0
1112 0 0 0
1113 26 1 2
1114 51 0 1
1115 17 1 1
1116 37 0 0
1117 37 0 0
1118 60 0 0
1119 49 0 1
1120 37 0 0
1121 39 1 1
1122 56 0 1
1123 0 0 0
1124 48 0 0
1125 52 0 0
1126 54 0 0
1127 45 0 0
1128 7 0 1
1129 28 1 7
1130 60 0 1
1131 56 0 0
1132 31 0 0
1133 46 1 3
1134 85 0 0
1135 17 1 0
1136 35 0 0
1137 36 0 0
1138 17 0 2
1139 15 0 1
1140 65 1 0
1141 25 1 0
1142 60 0 0
1143 30 1 0
1144 7 0 1
1145 54 1 0
1146 50 0 0
1147 21 0 0
1148 28 0 0
1149 46 1 4
1150 30 0 1
1151 26 1 2
1152 43 0 0
1153 42 0 0
1154 50 0 0
1155 30 0 1
1156 37 0 1
1157 49 0 0
1158 64 1 0
1159 13 0 0
1160 41 0 0
1161 68 1 0
1162 11 0 0
1163 44 0 6
1164 28 0 0
1165 61 0 0
1166 6 0 1
1167 17 0 0
1168 45 0 0
1169 44 0 1
1170 29 0 0
1171 29 0 0
1172 45 2 0
1173 26 0 1
1174 29 0 1
1175 39 0 0
1176 51 0 1
1177 45 1 0
1178 7 0 0
1179 40 0 1
1180 64 0 0
1181 52 1 0
1182 30 0 1
1183 5 0 0
1184 7 0 0
1185 74 1 0
1186 44 0 0
1187 21 0 0
1188 13 0 1
1189 22 0 0
1190 57 0 0
1191 29 1 2
1192 37 1 3
1193 66 0 0
1194 37 0 0
1195 23 1 3
1196 60 0 0
1197 36 0 0
1198 23 0 1
1199 43 0 1
1200 51 1 0
1201 23 1 1
1202 64 0 4
1203 34 0 1
1204 75 1 1
1205 34 1 0
1206 50 0 0
1207 15 0 0
1208 36 1 3
1209 16 0 2
1210 60 1 1
1211 42 0 0
1212 42 0 0
1213 51 0 0
1214 62 0 0
1215 50 0 0
1216 59 1 2
1217 34 0 0
1218 42 0 1
1219 14 0 0
1220 38 0 2
1221 17 0 0
1222 67 0 4
1223 8 0 0
1224 77 0 0
1225 59 0 0
1226 37 0 0
1227 41 0 1
1228 32 1 3
1229 60 1 0
1230 41 0 1
1231 9 0 0
1232 27 0 2
1233 58 0 2
1234 4 0 1
1235 3 0 2
1236 42 0 3
1237 39 0 0
1238 40 0 1
1239 46 0 0
1240 12 0 2
1241 48 1 2
1242 15 1 1
1243 68 0 0
1244 10 0 0
1245 53 0 2
1246 30 0 1
1247 30 1 0
1248 0 0 0
1249 52 0 0
1250 34 0 1
1251 38 1 2
1252 64 0 2
1253 66 1 1
1254 11 0 0
1255 34 0 0
1256 54 0 0
1257 41 0 0
1258 28 0 0
1259 19 0 0
1260 47 0 1
1261 47 0 0
1262 17 0 0
1263 24 0 0
1264 46 0 1
1265 86 1 3
1266 69 0 0
1267 45 0 1
1268 29 0 1
1269 8 1 2
1270 9 0 0
1271 31 0 3
1272 51 0 0
1273 45 0 0
1274 49 0 0
1275 41 0 0
1276 39 0 0
1277 46 0 1
1278 37 0 0
1279 46 0 0
1280 12 0 0
1281 46 1 2
1282 3 0 2
1283 20 0 0
1284 60 0 0
1285 11 0 0
1286 24 0 0
1287 27 0 0
1288 49 0 0
1289 47 0 0
1290 58 0 1
1291 63 1 1
1292 46 0 0
1293 20 0 0
1294 54 1 2
1295 22 0 0
1296 41 1 0
1297 59 1 3
1298 62 0 1
1299 55 0 1
1300 42 0 1
1301 59 1 0
1302 24 0 0
1303 28 0 0
1304 41 0 2
1305 48 0 0
1306 26 0 0
1307 47 0 0
1308 20 0 3
1309 11 1 0
1310 74 1 1
1311 40 0 5
1312 59 0 0
1313 32 0 0
1314 32 1 0
1315 50 1 0
1316 46 0 0
1317 92 1 0
1318 37 0 1
1319 55 0 0
1320 45 0 0
1321 26 1 3
1322 43 0 1
1323 22 0 0
1324 32 1 1
1325 62 0 1
1326 49 2 5
1327 34 0 2
1328 37 2 3
1329 37 1 4
1330 70 0 0
1331 57 0 0
1332 57 0 3
1333 30 0 1
1334 11 1 1
1335 48 0 0
1336 29 0 1
1337 77 0 2
1338 59 0 0
1339 16 1 0
1340 65 0 3
1341 44 1 1
1342 26 0 2
1343 39 0 0
1344 21 0 1
1345 33 0 0
1346 40 0 0
1347 45 0 0
1348 0 1 1
1349 40 1 1
1350 46 0 2
1351 43 0 1
1352 73 0 1
1353 52 0 0
1354 32 0 2
1355 33 0 1
1356 40 0 0
1357 32 1 2
1358 31 0 1
1359 16 0 1
1360 20 0 0
1361 25 0 0
1362 52 0 1
1363 28 1 1
1364 59 2 1
1365 0 1 1
1366 13 0 2
1367 64 0 0
1368 52 0 0
1369 40 1 1
1370 16 0 0
1371 57 0 1
1372 56 0 0
1373 16 0 2
1374 60 0 1
1375 73 1 5
1376 40 0 1
1377 39 0 0
1378 15 1 0
1379 62 0 2
1380 40 2 2
1381 44 0 0
1382 26 1 0
1383 53 0 0
1384 47 0 1
1385 31 0 1
1386 42 0 0
1387 64 0 2
1388 4 0 1
1389 29 0 3
1390 60 1 2
1391 44 0 5
1392 30 0 0
1393 33 0 0
1394 77 0 0
1395 29 1 3
1396 47 0 1
1397 34 0 1
1398 10 0 0
1399 79 0 0
1400 36 1 0
stock_option_level relationship_satisfaction environment_satisfaction
1 2 4 4
2 0 3 3
3 0 1 4
4 1 2 3
5 3 2 2
6 0 3 2
7 1 2 3
8 0 3 2
9 0 2 2
10 1 3 1
11 0 3 4
12 3 4 2
13 1 4 4
14 2 3 4
15 0 2 4
16 1 3 4
17 0 4 3
18 1 3 4
19 0 4 3
20 0 1 4
21 1 3 3
22 0 3 3
23 1 4 2
24 0 3 3
25 0 4 4
26 0 4 4
27 0 1 2
28 0 4 2
29 0 3 4
30 0 2 1
31 1 1 3
32 1 3 4
33 1 2 2
34 2 4 1
35 2 2 3
36 0 4 4
37 2 3 2
38 0 2 4
39 2 3 3
40 1 3 2
41 0 1 3
42 0 3 1
43 0 4 3
44 1 2 3
45 2 3 4
46 0 4 3
47 1 4 3
48 0 3 3
49 0 3 2
50 0 4 2
51 1 3 1
52 2 4 2
53 0 1 4
54 0 3 2
55 1 4 3
56 0 4 2
57 0 2 4
58 1 3 4
59 0 2 4
60 2 3 3
61 3 4 2
62 1 2 3
63 0 3 4
64 2 2 3
65 1 3 2
66 1 4 1
67 0 1 4
68 0 3 3
69 0 4 1
70 2 3 3
71 0 2 3
72 0 4 3
73 0 3 2
74 0 2 4
75 3 4 4
76 1 4 3
77 0 3 4
78 0 4 2
79 1 3 4
80 3 3 3
81 0 4 4
82 0 4 2
83 3 2 4
84 0 3 4
85 2 1 1
86 2 3 3
87 0 4 3
88 2 4 2
89 1 4 2
90 0 4 3
91 2 1 3
92 1 4 1
93 0 4 3
94 0 3 3
95 3 3 3
96 0 3 4
97 1 3 4
98 3 3 2
99 0 3 3
100 1 2 3
101 3 2 3
102 2 3 2
103 3 3 2
104 0 4 2
105 3 3 4
106 0 4 3
107 3 1 3
108 3 4 3
109 1 4 2
110 1 4 2
111 0 4 4
112 0 4 2
113 0 4 3
114 0 4 3
115 0 2 3
116 0 3 3
117 1 1 4
118 0 2 1
119 1 3 3
120 0 2 2
121 0 4 3
122 2 2 1
123 3 3 4
124 3 4 2
125 0 1 3
126 1 4 3
127 3 3 3
128 0 3 3
129 1 4 3
130 0 1 3
131 0 4 3
132 2 3 1
133 2 3 3
134 3 1 3
135 0 3 3
136 0 3 4
137 0 2 2
138 0 4 3
139 2 4 2
140 3 3 4
141 2 4 3
142 1 3 3
143 0 3 3
144 0 4 3
145 1 4 4
146 2 1 3
147 2 3 1
148 1 2 4
149 0 3 4
150 0 4 3
151 0 4 2
152 0 3 4
153 1 3 2
154 1 2 2
155 1 3 3
156 1 4 3
157 0 3 1
158 2 4 3
159 1 3 3
160 1 2 2
161 1 3 4
162 0 4 3
163 0 1 3
164 0 4 4
165 1 4 3
166 3 3 2
167 0 3 3
168 1 1 3
169 0 2 4
170 3 3 3
171 2 2 3
172 0 3 3
173 2 2 3
174 1 1 1
175 0 2 3
176 0 3 4
177 0 4 3
178 0 4 1
179 0 3 3
180 2 3 4
181 1 1 4
182 0 1 1
183 0 3 4
184 1 2 1
185 0 3 2
186 0 4 4
187 0 1 2
188 0 2 4
189 0 4 4
190 0 2 3
191 1 3 3
192 1 4 4
193 2 4 1
194 2 3 3
195 1 4 4
196 2 1 2
197 2 3 4
198 2 4 3
199 2 3 3
200 0 2 3
201 3 4 3
202 1 3 4
203 1 4 3
204 0 3 2
205 1 2 2
206 2 4 3
207 1 2 3
208 0 3 1
209 2 3 3
210 0 2 3
211 3 4 4
212 1 3 2
213 1 1 3
214 0 1 2
215 1 2 3
216 0 3 2
217 0 3 4
218 3 3 1
219 0 3 2
220 3 2 1
221 0 2 3
222 3 4 2
223 3 4 4
224 1 1 4
225 0 2 4
226 0 4 2
227 1 3 4
228 0 2 2
229 3 2 1
230 1 4 4
231 0 3 4
232 0 3 4
233 0 4 2
234 3 4 4
235 0 3 3
236 2 3 3
237 0 4 4
238 2 2 2
239 2 3 3
240 2 1 1
241 1 3 4
242 1 4 3
243 2 4 4
244 0 4 4
245 0 2 4
246 0 2 3
247 1 3 2
248 2 3 3
249 2 4 3
250 2 3 2
251 1 1 2
252 0 1 3
253 0 4 4
254 1 2 2
255 2 3 3
256 0 3 1
257 2 4 4
258 1 4 4
259 0 1 2
260 3 3 2
261 1 3 4
262 1 1 4
263 2 2 4
264 3 3 4
265 1 3 3
266 1 3 3
267 1 1 2
268 0 4 4
269 1 4 1
270 0 2 4
271 2 4 3
272 2 3 2
273 1 3 2
274 2 3 4
275 1 3 4
276 2 3 3
277 0 3 3
278 0 3 4
279 0 3 2
280 0 2 3
281 0 3 3
282 0 3 3
283 3 3 3
284 0 3 3
285 1 3 3
286 0 1 4
287 0 3 3
288 2 4 4
289 1 4 3
290 0 3 2
291 2 3 4
292 2 3 2
293 0 2 3
294 2 2 4
295 0 3 3
296 0 3 3
297 2 2 1
298 1 4 3
299 1 4 3
300 0 3 3
301 0 4 4
302 2 4 2
303 2 3 2
304 2 4 3
305 3 1 3
306 1 3 1
307 1 2 3
308 1 3 2
309 0 3 3
310 0 2 1
311 0 3 4
312 1 3 3
313 0 3 2
314 1 3 4
315 1 4 2
316 0 2 2
317 2 3 2
318 0 2 2
319 1 4 1
320 1 3 4
321 2 3 4
322 2 3 2
323 0 2 1
324 3 4 3
325 0 3 3
326 0 3 2
327 0 3 3
328 2 3 3
329 0 1 4
330 1 1 3
331 0 3 2
332 0 3 2
333 0 3 1
334 3 4 3
335 0 4 4
336 0 3 3
337 1 3 4
338 1 2 3
339 0 1 3
340 3 4 2
341 0 2 2
342 0 3 3
343 0 4 3
344 2 3 4
345 0 3 3
346 0 2 4
347 0 4 4
348 1 3 1
349 2 3 3
350 2 3 3
351 0 4 1
352 0 3 4
353 1 2 2
354 2 2 4
355 0 2 3
356 2 3 1
357 2 4 2
358 2 4 3
359 2 3 3
360 3 2 3
361 1 4 4
362 1 3 3
363 3 4 3
364 1 4 1
365 1 3 4
366 3 1 1
367 0 3 3
368 1 2 3
369 1 4 3
370 1 3 4
371 0 1 3
372 1 4 1
373 0 3 1
374 2 1 4
375 0 3 2
376 0 3 3
377 0 4 2
378 1 2 4
379 1 1 4
380 1 2 2
381 0 3 2
382 0 2 4
383 2 3 3
384 2 3 4
385 0 3 2
386 2 4 4
387 0 1 4
388 0 3 2
389 0 2 1
390 1 3 3
391 0 3 3
392 2 3 3
393 1 4 3
394 2 4 3
395 2 4 4
396 0 2 1
397 1 1 4
398 0 3 3
399 1 2 3
400 0 4 3
401 0 3 3
402 1 3 1
403 3 4 2
404 2 2 2
405 0 3 1
406 3 3 3
407 2 2 3
408 2 3 4
409 1 2 2
410 0 3 3
411 0 2 1
412 3 3 3
413 1 3 4
414 1 1 3
415 0 2 3
416 1 1 4
417 1 3 2
418 1 3 3
419 2 4 3
420 1 2 4
421 3 3 2
422 0 4 3
423 1 3 3
424 0 4 3
425 1 2 2
426 1 2 4
427 0 1 4
428 0 4 3
429 0 4 3
430 1 3 3
431 0 3 3
432 2 3 2
433 0 2 4
434 2 4 3
435 0 3 4
436 0 3 4
437 0 4 3
438 3 4 2
439 1 2 3
440 1 4 3
441 2 3 3
442 1 4 1
443 1 2 4
444 1 3 3
445 1 3 3
446 3 3 2
447 1 1 3
448 1 2 4
449 0 3 3
450 3 3 2
451 0 3 3
452 0 3 4
453 2 1 3
454 1 3 1
455 2 4 2
456 2 2 3
457 0 3 3
458 0 2 3
459 3 3 3
460 0 4 1
461 0 4 3
462 0 1 3
463 3 3 3
464 0 3 3
465 2 3 4
466 0 3 4
467 0 3 2
468 0 2 1
469 0 3 3
470 0 2 1
471 3 3 2
472 0 4 2
473 0 4 2
474 1 2 4
475 0 4 3
476 2 3 4
477 1 1 1
478 2 3 4
479 1 2 4
480 3 3 4
481 1 2 2
482 0 1 3
483 3 1 2
484 1 4 3
485 0 1 1
486 0 4 2
487 1 1 3
488 0 3 1
489 1 3 2
490 1 3 3
491 1 1 3
492 0 2 3
493 1 3 2
494 1 3 2
495 2 1 2
496 0 2 4
497 2 2 3
498 2 3 3
499 0 3 3
500 3 3 1
501 3 2 3
502 0 3 3
503 1 3 4
504 1 3 3
505 1 2 4
506 2 3 4
507 0 4 2
508 0 3 2
509 2 4 3
510 0 4 1
511 1 1 3
512 3 1 4
513 3 4 2
514 1 2 2
515 0 2 3
516 2 4 1
517 0 3 4
518 1 4 4
519 0 4 3
520 1 4 3
521 0 4 3
522 0 3 4
523 0 3 4
524 0 3 2
525 2 4 4
526 0 1 3
527 0 4 3
528 1 4 1
529 0 3 3
530 0 4 3
531 1 3 4
532 0 2 3
533 0 3 2
534 2 3 3
535 3 3 3
536 0 2 3
537 2 2 2
538 0 3 4
539 1 3 3
540 1 4 1
541 2 2 3
542 1 2 1
543 1 3 3
544 1 4 4
545 0 4 4
546 3 4 1
547 2 3 3
548 1 3 4
549 1 2 3
550 1 3 2
551 1 3 3
552 1 3 3
553 1 4 3
554 1 3 2
555 0 2 2
556 2 3 2
557 1 4 3
558 1 3 2
559 0 3 3
560 0 4 4
561 1 4 4
562 0 3 4
563 2 2 4
564 0 3 3
565 0 1 3
566 0 1 1
567 1 3 2
568 0 3 3
569 0 4 4
570 0 4 4
571 0 4 3
572 0 3 4
573 2 2 4
574 0 4 2
575 2 3 3
576 1 3 3
577 1 4 1
578 3 3 3
579 0 4 1
580 2 3 4
581 2 3 3
582 1 3 2
583 3 2 3
584 0 2 3
585 1 3 4
586 2 2 4
587 1 3 4
588 1 2 2
589 3 3 3
590 1 3 3
591 3 2 2
592 3 2 2
593 0 2 3
594 3 2 4
595 2 4 4
596 1 3 2
597 1 4 4
598 1 1 1
599 3 2 4
600 2 2 3
601 1 2 4
602 0 4 2
603 1 2 4
604 1 3 3
605 0 3 1
606 3 3 1
607 0 3 1
608 1 3 4
609 2 4 4
610 1 3 3
611 1 1 3
612 2 1 4
613 0 1 3
614 1 4 2
615 0 4 4
616 0 1 4
617 0 4 3
618 1 3 3
619 0 1 3
620 2 2 3
621 2 4 2
622 3 3 1
623 0 4 4
624 2 3 3
625 3 3 4
626 1 3 2
627 1 3 2
628 0 2 2
629 2 3 2
630 0 3 2
631 0 3 3
632 0 4 1
633 1 3 3
634 1 2 4
635 0 1 3
636 0 3 3
637 0 4 3
638 0 1 1
639 1 1 4
640 1 3 3
641 2 2 1
642 1 1 4
643 1 3 3
644 1 3 2
645 2 3 3
646 2 2 3
647 1 1 4
648 0 3 4
649 2 4 1
650 0 1 3
651 2 3 4
652 0 1 3
653 0 2 3
654 1 2 3
655 0 3 3
656 2 3 4
657 0 4 3
658 0 2 2
659 0 3 4
660 0 4 4
661 0 2 3
662 1 3 2
663 2 4 2
664 2 2 4
665 0 4 3
666 0 3 4
667 2 2 3
668 1 3 1
669 2 4 4
670 0 2 2
671 0 2 2
672 1 2 3
673 0 4 2
674 0 2 2
675 0 3 4
676 0 4 3
677 1 3 3
678 0 4 3
679 0 2 3
680 3 4 2
681 0 2 2
682 1 2 2
683 1 4 3
684 1 4 4
685 0 3 2
686 0 1 3
687 0 3 2
688 0 2 2
689 0 3 2
690 0 4 3
691 0 2 3
692 3 3 1
693 3 4 2
694 0 3 2
695 0 4 4
696 1 4 3
697 2 2 2
698 1 4 3
699 0 3 2
700 1 1 3
701 2 2 3
702 0 3 3
703 2 3 4
704 3 4 4
705 0 3 2
706 0 3 3
707 1 4 3
708 3 4 3
709 1 3 2
710 3 4 4
711 3 4 1
712 1 3 3
713 2 4 2
714 2 2 4
715 0 4 3
716 1 4 4
717 2 2 2
718 0 1 1
719 1 3 4
720 0 4 2
721 0 3 4
722 0 3 4
723 3 4 4
724 0 3 3
725 0 1 2
726 3 4 4
727 1 3 1
728 0 4 4
729 0 2 3
730 3 3 2
731 0 1 3
732 1 2 2
733 2 3 3
734 3 4 3
735 2 4 3
736 3 2 4
737 2 4 1
738 3 3 4
739 2 2 3
740 0 1 4
741 0 2 1
742 0 3 2
743 1 3 2
744 0 4 4
745 0 3 2
746 2 1 3
747 1 4 1
748 0 3 3
749 1 3 3
750 0 3 3
751 1 2 4
752 0 4 3
753 0 2 4
754 2 3 3
755 1 4 3
756 0 2 4
757 0 1 4
758 0 3 3
759 1 3 4
760 0 4 4
761 1 3 2
762 0 3 1
763 0 3 3
764 1 3 3
765 0 3 4
766 3 3 3
767 1 2 4
768 2 4 3
769 2 3 2
770 0 3 3
771 3 4 3
772 0 4 3
773 0 2 3
774 0 2 1
775 1 4 2
776 2 3 3
777 1 3 3
778 2 4 3
779 1 1 4
780 3 3 3
781 2 1 2
782 1 3 4
783 3 3 4
784 1 3 3
785 2 2 2
786 2 4 3
787 3 4 3
788 0 3 3
789 1 4 4
790 1 1 2
791 0 3 3
792 0 2 3
793 2 2 3
794 2 4 4
795 1 3 4
796 1 1 4
797 1 3 3
798 0 3 3
799 0 3 4
800 0 3 3
801 0 2 3
802 0 2 3
803 1 2 2
804 1 2 3
805 2 2 3
806 3 4 2
807 1 3 4
808 1 3 2
809 0 2 3
810 0 2 4
811 1 3 3
812 0 3 2
813 2 3 3
814 1 4 3
815 1 3 2
816 0 4 4
817 1 4 3
818 1 3 2
819 0 2 3
820 2 1 3
821 0 1 3
822 2 4 3
823 0 1 2
824 0 3 2
825 0 2 3
826 1 4 3
827 1 3 2
828 0 3 3
829 2 3 3
830 0 3 3
831 1 1 3
832 0 2 3
833 1 4 3
834 0 2 4
835 2 1 3
836 1 4 4
837 2 3 3
838 2 1 3
839 2 1 2
840 0 4 2
841 0 3 3
842 0 4 3
843 1 3 2
844 1 4 1
845 1 3 4
846 1 1 4
847 1 4 3
848 3 4 4
849 0 1 4
850 0 3 3
851 2 2 3
852 2 1 3
853 0 3 3
854 1 2 4
855 0 3 2
856 2 3 3
857 0 3 1
858 1 4 4
859 0 4 3
860 1 4 4
861 3 3 4
862 0 3 1
863 3 4 3
864 1 3 3
865 2 3 4
866 0 3 3
867 2 4 4
868 2 3 3
869 2 3 4
870 0 3 3
871 0 2 4
872 2 4 3
873 2 4 3
874 1 3 3
875 0 3 3
876 0 4 3
877 0 3 3
878 3 4 2
879 1 3 1
880 0 2 4
881 0 3 2
882 0 2 3
883 1 1 4
884 1 3 3
885 1 4 4
886 2 4 2
887 2 1 1
888 3 3 3
889 1 3 2
890 3 3 3
891 0 4 4
892 1 3 1
893 1 3 3
894 3 1 4
895 0 1 4
896 0 3 3
897 3 4 4
898 1 4 3
899 2 1 4
900 1 3 4
901 1 3 2
902 1 4 3
903 1 3 2
904 1 4 4
905 0 3 1
906 2 2 2
907 1 4 3
908 0 4 3
909 2 2 2
910 0 4 3
911 1 3 4
912 3 4 3
913 1 4 1
914 3 3 4
915 1 4 3
916 0 1 2
917 0 1 4
918 2 1 3
919 1 2 4
920 2 2 4
921 1 4 4
922 2 4 2
923 3 2 3
924 0 4 1
925 0 4 2
926 1 1 4
927 0 2 3
928 2 3 3
929 0 2 3
930 2 4 3
931 3 1 3
932 0 1 2
933 0 3 1
934 1 2 4
935 1 1 3
936 0 3 2
937 1 2 2
938 0 2 4
939 2 3 1
940 1 3 1
941 0 3 3
942 1 2 2
943 0 1 4
944 2 4 4
945 3 1 3
946 2 3 3
947 2 4 3
948 0 1 4
949 1 4 1
950 0 1 3
951 2 2 3
952 0 4 3
953 3 3 3
954 1 2 3
955 0 3 1
956 2 3 2
957 0 2 3
958 0 4 4
959 0 4 3
960 2 3 1
961 0 4 3
962 3 3 3
963 2 2 3
964 0 4 3
965 1 2 4
966 1 3 4
967 0 4 4
968 3 3 4
969 1 4 3
970 0 1 3
971 3 2 4
972 1 4 3
973 0 4 2
974 1 4 4
975 0 3 1
976 1 2 1
977 1 3 3
978 2 4 3
979 0 4 4
980 0 3 3
981 0 4 4
982 2 2 4
983 3 3 3
984 1 4 3
985 0 4 3
986 3 4 3
987 2 4 2
988 2 2 2
989 0 2 1
990 2 3 1
991 0 3 3
992 3 2 2
993 2 3 3
994 0 2 3
995 0 1 3
996 1 4 3
997 1 2 3
998 0 3 2
999 2 2 2
1000 1 4 2
1001 1 4 2
1002 0 2 2
1003 1 3 3
1004 0 3 1
1005 2 2 2
1006 0 4 3
1007 2 2 3
1008 0 4 2
1009 1 3 4
1010 2 3 4
1011 1 1 2
1012 1 1 3
1013 1 4 4
1014 1 2 3
1015 2 2 3
1016 3 1 4
1017 0 3 2
1018 0 3 3
1019 3 2 1
1020 0 1 3
1021 1 2 4
1022 0 4 2
1023 0 3 4
1024 1 1 4
1025 0 3 3
1026 0 4 2
1027 1 3 2
1028 0 4 1
1029 1 3 3
1030 3 3 3
1031 0 3 4
1032 0 4 4
1033 2 2 3
1034 0 4 3
1035 3 4 2
1036 0 3 3
1037 2 4 3
1038 0 4 4
1039 0 4 3
1040 0 3 4
1041 0 4 3
1042 0 3 3
1043 2 4 4
1044 0 4 2
1045 1 3 2
1046 0 4 3
1047 2 2 4
1048 3 4 1
1049 0 3 3
1050 0 2 2
1051 2 2 1
1052 0 2 3
1053 0 3 3
1054 0 4 3
1055 1 3 3
1056 2 3 4
1057 0 4 4
1058 1 4 4
1059 0 4 3
1060 1 2 3
1061 0 4 3
1062 3 4 3
1063 3 2 2
1064 1 4 3
1065 0 3 4
1066 2 2 3
1067 0 4 3
1068 1 2 2
1069 0 3 4
1070 2 3 4
1071 2 3 2
1072 2 3 4
1073 2 2 2
1074 0 3 3
1075 1 2 3
1076 0 4 1
1077 1 4 2
1078 0 4 4
1079 3 3 2
1080 0 1 2
1081 0 3 2
1082 3 4 3
1083 1 4 3
1084 2 3 3
1085 1 3 3
1086 1 4 3
1087 1 3 3
1088 0 4 1
1089 1 2 4
1090 0 3 3
1091 0 4 2
1092 1 3 4
1093 1 4 2
1094 2 4 3
1095 1 3 4
1096 1 4 4
1097 1 4 3
1098 1 3 4
1099 1 3 2
1100 1 3 1
1101 0 4 4
1102 0 3 3
1103 1 3 2
1104 1 3 4
1105 2 3 3
1106 0 2 4
1107 0 3 3
1108 0 3 4
1109 1 3 1
1110 0 2 4
1111 2 3 2
1112 3 4 3
1113 3 4 3
1114 1 3 1
1115 1 2 4
1116 0 2 3
1117 0 3 1
1118 1 4 2
1119 2 4 3
1120 1 3 3
1121 2 3 1
1122 1 2 3
1123 0 2 3
1124 1 3 4
1125 0 1 3
1126 3 3 1
1127 1 3 3
1128 1 4 2
1129 1 4 2
1130 1 2 4
1131 1 4 4
1132 0 4 2
1133 0 3 2
1134 1 2 3
1135 2 3 4
1136 0 4 4
1137 1 3 4
1138 1 4 1
1139 1 3 2
1140 0 2 4
1141 2 2 3
1142 0 3 2
1143 1 1 2
1144 1 3 3
1145 0 3 3
1146 2 2 4
1147 0 3 3
1148 1 2 2
1149 1 3 1
1150 1 3 3
1151 3 3 2
1152 2 3 3
1153 0 4 4
1154 0 1 2
1155 1 4 4
1156 1 3 4
1157 2 4 1
1158 0 4 3
1159 1 2 4
1160 2 4 3
1161 2 1 3
1162 0 2 2
1163 1 3 4
1164 0 3 3
1165 1 2 1
1166 3 4 3
1167 0 2 2
1168 1 2 2
1169 2 4 3
1170 1 3 4
1171 2 4 4
1172 0 3 2
1173 1 3 4
1174 1 4 3
1175 2 1 3
1176 1 3 3
1177 0 2 3
1178 1 3 1
1179 1 3 4
1180 2 4 3
1181 2 1 4
1182 1 3 4
1183 0 4 4
1184 0 3 3
1185 0 3 1
1186 0 4 3
1187 0 3 2
1188 0 4 2
1189 3 4 3
1190 0 4 1
1191 0 3 3
1192 0 2 2
1193 1 3 4
1194 0 3 1
1195 0 4 3
1196 3 3 3
1197 2 3 3
1198 3 1 4
1199 1 1 2
1200 1 1 3
1201 0 4 2
1202 3 3 3
1203 0 2 4
1204 1 3 3
1205 1 4 4
1206 0 1 4
1207 1 3 2
1208 2 3 3
1209 0 2 2
1210 2 4 4
1211 1 2 4
1212 3 3 4
1213 0 2 3
1214 0 4 3
1215 0 2 3
1216 0 3 3
1217 1 4 4
1218 0 2 1
1219 2 4 3
1220 2 2 4
1221 1 1 3
1222 0 4 2
1223 1 3 3
1224 0 2 4
1225 3 1 3
1226 1 2 3
1227 3 4 4
1228 2 4 3
1229 1 3 4
1230 0 3 2
1231 2 1 3
1232 0 3 3
1233 2 4 4
1234 0 4 3
1235 1 3 3
1236 0 4 3
1237 0 2 3
1238 2 4 4
1239 1 3 1
1240 1 4 2
1241 1 3 1
1242 1 3 3
1243 2 2 2
1244 0 4 4
1245 1 3 4
1246 2 3 2
1247 0 2 2
1248 0 3 3
1249 1 1 4
1250 0 4 3
1251 0 1 2
1252 0 3 3
1253 0 3 3
1254 2 3 2
1255 0 4 4
1256 1 3 2
1257 3 4 3
1258 0 2 3
1259 1 1 3
1260 2 4 3
1261 0 3 2
1262 0 3 4
1263 3 3 4
1264 0 3 3
1265 0 1 3
1266 1 2 4
1267 1 3 4
1268 0 1 4
1269 0 3 3
1270 1 2 3
1271 2 2 3
1272 0 1 3
1273 2 3 3
1274 2 4 4
1275 1 1 4
1276 3 2 3
1277 0 4 4
1278 0 3 3
1279 1 1 3
1280 2 1 4
1281 1 2 2
1282 0 4 3
1283 3 2 2
1284 2 4 3
1285 0 2 1
1286 1 3 3
1287 2 3 4
1288 3 2 1
1289 0 3 2
1290 1 4 2
1291 1 3 2
1292 0 1 4
1293 0 3 3
1294 0 4 4
1295 0 3 4
1296 1 2 2
1297 0 4 4
1298 2 1 4
1299 1 3 4
1300 3 4 2
1301 0 2 2
1302 1 3 2
1303 0 3 3
1304 0 4 2
1305 1 3 3
1306 0 4 3
1307 2 4 2
1308 0 1 3
1309 0 1 4
1310 1 3 3
1311 1 3 2
1312 0 3 4
1313 1 4 3
1314 0 3 3
1315 3 1 3
1316 0 1 2
1317 0 3 2
1318 2 4 2
1319 3 3 3
1320 0 4 2
1321 2 3 4
1322 0 3 3
1323 3 4 3
1324 0 4 3
1325 3 3 3
1326 0 3 3
1327 0 2 1
1328 0 2 3
1329 3 3 4
1330 2 3 1
1331 1 4 3
1332 0 4 4
1333 0 2 2
1334 0 4 3
1335 0 3 2
1336 0 2 4
1337 0 4 2
1338 2 4 3
1339 1 4 2
1340 1 4 3
1341 0 3 4
1342 1 4 3
1343 1 4 4
1344 2 3 2
1345 1 4 3
1346 0 4 3
1347 0 3 4
1348 0 3 4
1349 0 2 4
1350 0 3 1
1351 0 2 2
1352 1 3 3
1353 2 3 3
1354 0 3 4
1355 1 1 4
1356 3 2 2
1357 0 3 2
1358 3 3 4
1359 2 4 2
1360 0 3 3
1361 1 3 3
1362 2 3 4
1363 0 3 3
1364 0 3 3
1365 2 3 3
1366 0 3 2
1367 3 3 3
1368 0 3 3
1369 0 3 3
1370 3 3 3
1371 0 3 4
1372 0 3 2
1373 3 3 2
1374 2 2 4
1375 2 4 4
1376 0 3 3
1377 3 4 3
1378 0 4 4
1379 1 3 4
1380 1 2 2
1381 0 1 3
1382 0 3 3
1383 0 4 3
1384 0 3 3
1385 1 2 1
1386 3 2 3
1387 2 2 3
1388 2 4 4
1389 0 3 3
1390 0 3 4
1391 3 1 3
1392 2 1 3
1393 0 3 3
1394 0 3 2
1395 0 2 3
1396 3 3 2
1397 0 3 2
1398 2 1 4
1399 1 3 3
1400 1 4 3
attrition
1 Yes
2 Yes
3 Yes
4 Yes
5 Yes
6 Yes
7 Yes
8 Yes
9 Yes
10 Yes
11 Yes
12 Yes
13 Yes
14 Yes
15 Yes
16 Yes
17 Yes
18 Yes
19 Yes
20 Yes
21 Yes
22 Yes
23 Yes
24 Yes
25 Yes
26 Yes
27 Yes
28 Yes
29 Yes
30 Yes
31 Yes
32 Yes
33 Yes
34 Yes
35 Yes
36 Yes
37 Yes
38 Yes
39 Yes
40 Yes
41 Yes
42 Yes
43 Yes
44 Yes
45 Yes
46 Yes
47 Yes
48 Yes
49 Yes
50 Yes
51 Yes
52 Yes
53 Yes
54 Yes
55 Yes
56 Yes
57 Yes
58 Yes
59 Yes
60 Yes
61 Yes
62 Yes
63 Yes
64 Yes
65 Yes
66 Yes
67 Yes
68 Yes
69 Yes
70 Yes
71 Yes
72 Yes
73 Yes
74 Yes
75 Yes
76 Yes
77 Yes
78 Yes
79 Yes
80 Yes
81 Yes
82 Yes
83 Yes
84 Yes
85 Yes
86 Yes
87 Yes
88 Yes
89 Yes
90 Yes
91 Yes
92 Yes
93 Yes
94 Yes
95 Yes
96 Yes
97 Yes
98 Yes
99 Yes
100 Yes
101 Yes
102 Yes
103 Yes
104 Yes
105 Yes
106 Yes
107 Yes
108 Yes
109 Yes
110 Yes
111 Yes
112 Yes
113 Yes
114 Yes
115 Yes
116 Yes
117 Yes
118 Yes
119 Yes
120 Yes
121 Yes
122 Yes
123 Yes
124 Yes
125 Yes
126 Yes
127 Yes
128 Yes
129 Yes
130 Yes
131 Yes
132 Yes
133 Yes
134 Yes
135 Yes
136 Yes
137 Yes
138 Yes
139 Yes
140 Yes
141 Yes
142 Yes
143 Yes
144 Yes
145 Yes
146 Yes
147 Yes
148 Yes
149 Yes
150 Yes
151 Yes
152 Yes
153 Yes
154 Yes
155 Yes
156 Yes
157 Yes
158 Yes
159 Yes
160 Yes
161 Yes
162 Yes
163 Yes
164 Yes
165 Yes
166 Yes
167 Yes
168 Yes
169 Yes
170 Yes
171 Yes
172 Yes
173 Yes
174 Yes
175 Yes
176 Yes
177 Yes
178 Yes
179 Yes
180 Yes
181 Yes
182 Yes
183 Yes
184 Yes
185 Yes
186 Yes
187 Yes
188 Yes
189 Yes
190 Yes
191 Yes
192 Yes
193 Yes
194 Yes
195 Yes
196 Yes
197 Yes
198 Yes
199 Yes
200 Yes
201 Yes
202 Yes
203 Yes
204 Yes
205 Yes
206 Yes
207 Yes
208 Yes
209 Yes
210 Yes
211 Yes
212 Yes
213 Yes
214 Yes
215 Yes
216 Yes
217 Yes
218 Yes
219 Yes
220 Yes
221 Yes
222 Yes
223 Yes
224 Yes
225 Yes
226 Yes
227 Yes
228 Yes
229 Yes
230 Yes
231 Yes
232 Yes
233 Yes
234 Yes
235 Yes
236 Yes
237 Yes
238 Yes
239 Yes
240 Yes
241 Yes
242 Yes
243 Yes
244 Yes
245 Yes
246 Yes
247 Yes
248 Yes
249 Yes
250 Yes
251 Yes
252 Yes
253 Yes
254 Yes
255 Yes
256 Yes
257 Yes
258 Yes
259 Yes
260 Yes
261 Yes
262 Yes
263 Yes
264 Yes
265 Yes
266 Yes
267 Yes
268 Yes
269 Yes
270 Yes
271 Yes
272 Yes
273 Yes
274 Yes
275 Yes
276 Yes
277 Yes
278 Yes
279 Yes
280 Yes
281 Yes
282 Yes
283 Yes
284 Yes
285 Yes
286 Yes
287 Yes
288 Yes
289 Yes
290 Yes
291 Yes
292 Yes
293 Yes
294 Yes
295 Yes
296 Yes
297 Yes
298 Yes
299 Yes
300 Yes
301 Yes
302 Yes
303 Yes
304 Yes
305 Yes
306 Yes
307 Yes
308 Yes
309 Yes
310 Yes
311 Yes
312 Yes
313 Yes
314 Yes
315 Yes
316 Yes
317 Yes
318 Yes
319 Yes
320 Yes
321 Yes
322 Yes
323 Yes
324 Yes
325 Yes
326 Yes
327 Yes
328 Yes
329 Yes
330 Yes
331 Yes
332 Yes
333 Yes
334 Yes
335 Yes
336 Yes
337 Yes
338 Yes
339 Yes
340 Yes
341 Yes
342 Yes
343 Yes
344 Yes
345 Yes
346 Yes
347 Yes
348 Yes
349 Yes
350 Yes
351 Yes
352 Yes
353 Yes
354 Yes
355 Yes
356 Yes
357 Yes
358 Yes
359 Yes
360 Yes
361 Yes
362 Yes
363 Yes
364 Yes
365 Yes
366 Yes
367 Yes
368 Yes
369 Yes
370 Yes
371 Yes
372 Yes
373 Yes
374 Yes
375 Yes
376 Yes
377 Yes
378 Yes
379 Yes
380 Yes
381 Yes
382 Yes
383 Yes
384 Yes
385 Yes
386 Yes
387 Yes
388 Yes
389 Yes
390 Yes
391 Yes
392 Yes
393 Yes
394 Yes
395 Yes
396 Yes
397 Yes
398 Yes
399 Yes
400 Yes
401 Yes
402 Yes
403 Yes
404 Yes
405 Yes
406 Yes
407 Yes
408 Yes
409 Yes
410 Yes
411 Yes
412 Yes
413 Yes
414 Yes
415 Yes
416 Yes
417 Yes
418 Yes
419 Yes
420 Yes
421 Yes
422 Yes
423 Yes
424 Yes
425 Yes
426 Yes
427 Yes
428 Yes
429 Yes
430 Yes
431 Yes
432 Yes
433 Yes
434 Yes
435 Yes
436 Yes
437 Yes
438 Yes
439 Yes
440 Yes
441 Yes
442 Yes
443 Yes
444 Yes
445 Yes
446 Yes
447 Yes
448 Yes
449 Yes
450 Yes
451 Yes
452 Yes
453 Yes
454 Yes
455 Yes
456 Yes
457 Yes
458 Yes
459 Yes
460 Yes
461 Yes
462 Yes
463 Yes
464 Yes
465 Yes
466 Yes
467 Yes
468 Yes
469 Yes
470 Yes
471 Yes
472 Yes
473 Yes
474 Yes
475 Yes
476 Yes
477 Yes
478 Yes
479 Yes
480 Yes
481 Yes
482 Yes
483 Yes
484 Yes
485 Yes
486 Yes
487 Yes
488 Yes
489 Yes
490 Yes
491 Yes
492 Yes
493 Yes
494 Yes
495 Yes
496 Yes
497 Yes
498 Yes
499 Yes
500 Yes
501 Yes
502 Yes
503 Yes
504 Yes
505 Yes
506 Yes
507 Yes
508 Yes
509 Yes
510 Yes
511 Yes
512 Yes
513 Yes
514 Yes
515 Yes
516 Yes
517 Yes
518 Yes
519 Yes
520 Yes
521 Yes
522 Yes
523 Yes
524 Yes
525 Yes
526 Yes
527 Yes
528 Yes
529 Yes
530 Yes
531 Yes
532 Yes
533 Yes
534 Yes
535 Yes
536 Yes
537 Yes
538 Yes
539 Yes
540 Yes
541 Yes
542 Yes
543 Yes
544 Yes
545 Yes
546 Yes
547 Yes
548 Yes
549 Yes
550 Yes
551 Yes
552 Yes
553 Yes
554 Yes
555 Yes
556 Yes
557 Yes
558 Yes
559 Yes
560 Yes
561 Yes
562 Yes
563 Yes
564 Yes
565 Yes
566 Yes
567 Yes
568 Yes
569 Yes
570 Yes
571 Yes
572 Yes
573 Yes
574 Yes
575 Yes
576 Yes
577 Yes
578 Yes
579 Yes
580 Yes
581 Yes
582 Yes
583 Yes
584 Yes
585 Yes
586 Yes
587 Yes
588 Yes
589 Yes
590 Yes
591 Yes
592 Yes
593 Yes
594 Yes
595 Yes
596 Yes
597 Yes
598 Yes
599 Yes
600 Yes
601 Yes
602 Yes
603 Yes
604 Yes
605 Yes
606 Yes
607 Yes
608 Yes
609 Yes
610 Yes
611 Yes
612 Yes
613 Yes
614 Yes
615 Yes
616 Yes
617 Yes
618 Yes
619 Yes
620 Yes
621 Yes
622 Yes
623 Yes
624 Yes
625 Yes
626 Yes
627 Yes
628 Yes
629 Yes
630 Yes
631 Yes
632 Yes
633 Yes
634 Yes
635 Yes
636 Yes
637 Yes
638 Yes
639 Yes
640 Yes
641 Yes
642 Yes
643 Yes
644 Yes
645 Yes
646 Yes
647 Yes
648 Yes
649 Yes
650 Yes
651 Yes
652 Yes
653 Yes
654 Yes
655 Yes
656 Yes
657 Yes
658 Yes
659 Yes
660 Yes
661 Yes
662 Yes
663 Yes
664 Yes
665 Yes
666 Yes
667 Yes
668 Yes
669 Yes
670 Yes
671 Yes
672 Yes
673 Yes
674 Yes
675 Yes
676 Yes
677 Yes
678 Yes
679 Yes
680 Yes
681 Yes
682 Yes
683 Yes
684 Yes
685 Yes
686 Yes
687 Yes
688 Yes
689 Yes
690 Yes
691 Yes
692 Yes
693 Yes
694 Yes
695 Yes
696 Yes
697 Yes
698 Yes
699 Yes
700 Yes
701 Yes
702 Yes
703 Yes
704 Yes
705 Yes
706 Yes
707 Yes
708 Yes
709 Yes
710 Yes
711 Yes
712 Yes
713 Yes
714 Yes
715 Yes
716 Yes
717 Yes
718 Yes
719 Yes
720 Yes
721 Yes
722 Yes
723 Yes
724 Yes
725 Yes
726 Yes
727 Yes
728 Yes
729 Yes
730 Yes
731 Yes
732 Yes
733 Yes
734 Yes
735 Yes
736 Yes
737 Yes
738 Yes
739 Yes
740 Yes
741 Yes
742 Yes
743 Yes
744 Yes
745 Yes
746 Yes
747 Yes
748 Yes
749 Yes
750 Yes
751 Yes
752 Yes
753 Yes
754 Yes
755 Yes
756 Yes
757 Yes
758 Yes
759 Yes
760 Yes
761 Yes
762 Yes
763 Yes
764 Yes
765 Yes
766 Yes
767 Yes
768 Yes
769 Yes
770 Yes
771 Yes
772 Yes
773 Yes
774 Yes
775 Yes
776 Yes
777 Yes
778 Yes
779 Yes
780 Yes
781 Yes
782 Yes
783 Yes
784 Yes
785 Yes
786 Yes
787 Yes
788 Yes
789 Yes
790 Yes
791 Yes
792 Yes
793 Yes
794 Yes
795 Yes
796 Yes
797 Yes
798 Yes
799 Yes
800 Yes
801 Yes
802 Yes
803 Yes
804 Yes
805 Yes
806 Yes
807 Yes
808 Yes
809 Yes
810 Yes
811 Yes
812 Yes
813 Yes
814 Yes
815 Yes
816 Yes
817 Yes
818 Yes
819 Yes
820 Yes
821 Yes
822 Yes
823 Yes
824 Yes
825 Yes
826 Yes
827 Yes
828 Yes
829 Yes
830 Yes
831 Yes
832 Yes
833 Yes
834 Yes
835 Yes
836 Yes
837 Yes
838 Yes
839 Yes
840 Yes
841 Yes
842 Yes
843 Yes
844 Yes
845 Yes
846 Yes
847 Yes
848 Yes
849 Yes
850 Yes
851 Yes
852 Yes
853 Yes
854 Yes
855 Yes
856 Yes
857 Yes
858 Yes
859 Yes
860 Yes
861 Yes
862 Yes
863 Yes
864 Yes
865 Yes
866 Yes
867 Yes
868 Yes
869 Yes
870 Yes
871 Yes
872 Yes
873 Yes
874 Yes
875 Yes
876 Yes
877 Yes
878 Yes
879 Yes
880 Yes
881 Yes
882 Yes
883 Yes
884 Yes
885 Yes
886 Yes
887 Yes
888 Yes
889 Yes
890 Yes
891 Yes
892 Yes
893 Yes
894 Yes
895 Yes
896 Yes
897 Yes
898 Yes
899 Yes
900 Yes
901 Yes
902 Yes
903 Yes
904 Yes
905 Yes
906 Yes
907 Yes
908 Yes
909 Yes
910 Yes
911 Yes
912 Yes
913 Yes
914 Yes
915 Yes
916 Yes
917 Yes
918 Yes
919 Yes
920 Yes
921 Yes
922 Yes
923 Yes
924 Yes
925 Yes
926 Yes
927 Yes
928 Yes
929 Yes
930 Yes
931 Yes
932 Yes
933 Yes
934 Yes
935 Yes
936 Yes
937 Yes
938 Yes
939 Yes
940 Yes
941 Yes
942 Yes
943 Yes
944 Yes
945 Yes
946 Yes
947 Yes
948 Yes
949 Yes
950 Yes
951 Yes
952 Yes
953 Yes
954 Yes
955 Yes
956 Yes
957 Yes
958 Yes
959 Yes
960 Yes
961 Yes
962 Yes
963 Yes
964 Yes
965 Yes
966 Yes
967 Yes
968 Yes
969 Yes
970 Yes
971 Yes
972 Yes
973 Yes
974 Yes
975 Yes
976 Yes
977 Yes
978 Yes
979 Yes
980 Yes
981 Yes
982 Yes
983 Yes
984 Yes
985 Yes
986 Yes
987 Yes
988 Yes
989 Yes
990 Yes
991 Yes
992 Yes
993 Yes
994 Yes
995 Yes
996 Yes
997 Yes
998 Yes
999 Yes
1000 Yes
1001 Yes
1002 Yes
1003 Yes
1004 Yes
1005 Yes
1006 Yes
1007 Yes
1008 Yes
1009 Yes
1010 Yes
1011 Yes
1012 Yes
1013 Yes
1014 Yes
1015 Yes
1016 Yes
1017 Yes
1018 Yes
1019 Yes
1020 Yes
1021 Yes
1022 Yes
1023 Yes
1024 Yes
1025 Yes
1026 Yes
1027 Yes
1028 Yes
1029 Yes
1030 Yes
1031 Yes
1032 Yes
1033 Yes
1034 Yes
1035 Yes
1036 Yes
1037 Yes
1038 Yes
1039 Yes
1040 Yes
1041 Yes
1042 Yes
1043 Yes
1044 Yes
1045 Yes
1046 Yes
1047 Yes
1048 Yes
1049 Yes
1050 Yes
1051 Yes
1052 Yes
1053 Yes
1054 Yes
1055 Yes
1056 Yes
1057 Yes
1058 Yes
1059 Yes
1060 Yes
1061 Yes
1062 Yes
1063 Yes
1064 Yes
1065 Yes
1066 Yes
1067 Yes
1068 Yes
1069 Yes
1070 Yes
1071 Yes
1072 Yes
1073 Yes
1074 Yes
1075 Yes
1076 Yes
1077 Yes
1078 Yes
1079 Yes
1080 Yes
1081 Yes
1082 Yes
1083 Yes
1084 Yes
1085 Yes
1086 Yes
1087 Yes
1088 Yes
1089 Yes
1090 Yes
1091 Yes
1092 Yes
1093 Yes
1094 Yes
1095 Yes
1096 Yes
1097 Yes
1098 Yes
1099 Yes
1100 Yes
1101 Yes
1102 Yes
1103 Yes
1104 Yes
1105 Yes
1106 Yes
1107 Yes
1108 Yes
1109 Yes
1110 Yes
1111 Yes
1112 Yes
1113 Yes
1114 Yes
1115 Yes
1116 Yes
1117 Yes
1118 Yes
1119 Yes
1120 Yes
1121 Yes
1122 Yes
1123 Yes
1124 Yes
1125 Yes
1126 Yes
1127 Yes
1128 Yes
1129 Yes
1130 Yes
1131 Yes
1132 Yes
1133 Yes
1134 Yes
1135 Yes
1136 Yes
1137 Yes
1138 Yes
1139 Yes
1140 Yes
1141 Yes
1142 Yes
1143 Yes
1144 Yes
1145 Yes
1146 Yes
1147 Yes
1148 Yes
1149 Yes
1150 Yes
1151 Yes
1152 Yes
1153 Yes
1154 Yes
1155 Yes
1156 Yes
1157 Yes
1158 Yes
1159 Yes
1160 Yes
1161 Yes
1162 Yes
1163 Yes
1164 Yes
1165 Yes
1166 Yes
1167 Yes
1168 Yes
1169 Yes
1170 Yes
1171 Yes
1172 Yes
1173 Yes
1174 Yes
1175 Yes
1176 Yes
1177 Yes
1178 Yes
1179 Yes
1180 Yes
1181 Yes
1182 Yes
1183 Yes
1184 Yes
1185 Yes
1186 Yes
1187 Yes
1188 Yes
1189 Yes
1190 Yes
1191 Yes
1192 Yes
1193 Yes
1194 Yes
1195 Yes
1196 Yes
1197 Yes
1198 Yes
1199 Yes
1200 Yes
1201 Yes
1202 Yes
1203 Yes
1204 Yes
1205 Yes
1206 Yes
1207 Yes
1208 Yes
1209 Yes
1210 Yes
1211 Yes
1212 Yes
1213 Yes
1214 Yes
1215 Yes
1216 Yes
1217 Yes
1218 Yes
1219 Yes
1220 Yes
1221 Yes
1222 Yes
1223 Yes
1224 Yes
1225 Yes
1226 Yes
1227 Yes
1228 Yes
1229 Yes
1230 Yes
1231 Yes
1232 Yes
1233 Yes
1234 Yes
1235 Yes
1236 Yes
1237 Yes
1238 Yes
1239 Yes
1240 Yes
1241 Yes
1242 Yes
1243 Yes
1244 Yes
1245 Yes
1246 Yes
1247 Yes
1248 Yes
1249 Yes
1250 Yes
1251 Yes
1252 Yes
1253 Yes
1254 Yes
1255 Yes
1256 Yes
1257 Yes
1258 Yes
1259 Yes
1260 Yes
1261 Yes
1262 Yes
1263 Yes
1264 Yes
1265 Yes
1266 Yes
1267 Yes
1268 Yes
1269 Yes
1270 Yes
1271 Yes
1272 Yes
1273 Yes
1274 Yes
1275 Yes
1276 Yes
1277 Yes
1278 Yes
1279 Yes
1280 Yes
1281 Yes
1282 Yes
1283 Yes
1284 Yes
1285 Yes
1286 Yes
1287 Yes
1288 Yes
1289 Yes
1290 Yes
1291 Yes
1292 Yes
1293 Yes
1294 Yes
1295 Yes
1296 Yes
1297 Yes
1298 Yes
1299 Yes
1300 Yes
1301 Yes
1302 Yes
1303 Yes
1304 Yes
1305 Yes
1306 Yes
1307 Yes
1308 Yes
1309 Yes
1310 Yes
1311 Yes
1312 Yes
1313 Yes
1314 Yes
1315 Yes
1316 Yes
1317 Yes
1318 Yes
1319 Yes
1320 Yes
1321 Yes
1322 Yes
1323 Yes
1324 Yes
1325 Yes
1326 Yes
1327 Yes
1328 Yes
1329 Yes
1330 Yes
1331 Yes
1332 Yes
1333 Yes
1334 Yes
1335 Yes
1336 Yes
1337 Yes
1338 Yes
1339 Yes
1340 Yes
1341 Yes
1342 Yes
1343 Yes
1344 Yes
1345 Yes
1346 Yes
1347 Yes
1348 Yes
1349 Yes
1350 Yes
1351 Yes
1352 Yes
1353 Yes
1354 Yes
1355 Yes
1356 Yes
1357 Yes
1358 Yes
1359 Yes
1360 Yes
1361 Yes
1362 Yes
1363 Yes
1364 Yes
1365 Yes
1366 Yes
1367 Yes
1368 Yes
1369 Yes
1370 Yes
1371 Yes
1372 Yes
1373 Yes
1374 Yes
1375 Yes
1376 Yes
1377 Yes
1378 Yes
1379 Yes
1380 Yes
1381 Yes
1382 Yes
1383 Yes
1384 Yes
1385 Yes
1386 Yes
1387 Yes
1388 Yes
1389 Yes
1390 Yes
1391 Yes
1392 Yes
1393 Yes
1394 Yes
1395 Yes
1396 Yes
1397 Yes
1398 Yes
1399 Yes
1400 Yes
What is the average years worked for those that left the company
%>% filter ((attrition== "Yes" ))%>% summarise (mean_years_worked= mean (years_at_company))
mean_years_worked
1 2.471429
Conclusion I have analyzed the data searching for different connections. I created a boxplot to show if age was a major factor. Then completed some other functions to find other connections. To expand on my data, I would find compare department to job satisfaction to see if this is a strong factor is employee attrition. I found that the average time someone worked for the company was 2 years. The data shows that people that left the company is skewed to a younger age.
AI Use
Gemini was used to clarify why errors were occurring, look up specific functions needed, and examples in how data can be manipulated. Documentation of prompts have been saved if needed for grading. I only used codes I fully understood and am responsible for the submitted analysis, code and conclusions.
Model: Gemini 2.5 Flash Developer: Google
