quiz 2

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#1

Compensation Scheme Quarterly Sales
1 $26,418
1 $26,586
1 $23,666
1 $26,092
1 $23,632
1 $23,660
1 $24,556
1 $26,199
1 $23,599
1 $25,995
1 $26,374
1 $25,138
1 $23,936
1 $25,929
1 $27,309
1 $25,010
1 $24,266
1 $24,032
1 $25,828
1 $24,930
1 $25,835
1 $25,706
1 $23,901
1 $23,806
1 $24,939
1 $24,766
1 $24,856
1 $25,179
1 $23,674
1 $24,484
2 $27,758
2 $25,554
2 $20,990
2 $28,017
2 $28,043
2 $23,243
2 $22,584
2 $25,562
2 $21,166
2 $25,458
2 $21,283
2 $20,162
2 $23,845
2 $25,563
2 $22,986
2 $29,094
2 $25,967
2 $26,279
2 $23,064
2 $24,552
2 $19,877
2 $28,142
2 $26,922
2 $23,746
2 $23,356
2 $23,803
2 $23,851
2 $24,938
2 $30,641
2 $22,432
3 $24,491
3 $23,311
3 $23,468
3 $25,453
3 $24,944
3 $22,283
3 $22,920
3 $24,159
3 $23,554
3 $25,368
3 $25,084
3 $23,729
3 $23,214
3 $24,094
3 $23,433
3 $23,388
3 $21,974
3 $23,850
3 $23,690
3 $24,019
3 $24,875
3 $24,666
3 $25,005
3 $22,158
3 $24,872
3 $23,940
3 $25,367
3 $25,236
3 $23,559
3 $23,719

#2

Student ID Age Gender Nationality Married Children Undergrad Major GMAT Score
Chris Albright: Total GMAT score, but could be blank because some students didn't take the GMAT 		Previous salary
Chris Albright: Annual salary at job before entering this program 		Monthly Expenses
Chris Albright: Rent, utilities, food, etc. -- everything except for school expenses 		School Debt
Chris Albright: Amount owed, if any, for tuition in this program (or previous programs)
1 30 Male US No 0 Marketing 717 48100 1710 26580
2 32 Male US No 0 Finance 658 62600 1870 0
3 32 Female US No 0 Engineering 669 55500 1630 30560
4 30 Male India No 0 Marketing 687 45600 1430 0
5 39 Male US No 0 Marketing 633 59700 2020 25380
6 33 Male US No 0 Other non-business 658 70000 2610 0
7 30 Female Europe No 0 Other business 653 44500 1650 32370
8 35 Female US No 0 Engineering 784 54000 1930 33240
9 37 Female Other No 0 Engineering 40000 1640 64330
10 34 Male US Yes 0 Finance 72100 2670 39950
11 32 Female US No 0 Other business 784 42200 1130 9490
12 39 Male US Yes 2 Other non-business 627 69300 2320 70780
13 33 Female US Yes 1 Marketing 709 46100 2290 69360
14 26 Female US No 0 Finance 757 53100 1820 12490
15 35 Male US No 0 Finance 735 76400 1300 8840
16 35 Male US No 0 Marketing 67500 2230 26330
17 33 Male US No 1 Other non-business 686 67700 1770 48870
18 30 Male India No 0 Marketing 46700 1370 22690
19 29 Female India No 0 Marketing 749 46500 1530 20130
20 36 Female US Yes 1 Engineering 736 73700 1970 31150
21 36 Male US Yes 0 Finance 691 63400 1750 0
22 30 Male South America No 0 Marketing 698 51900 2550 33910
23 39 Male India No 0 Other non-business 743 63300 1750 29180
24 34 Male US Yes 1 Engineering 710 63200 2130 53280
25 40 Male US Yes 0 Other business 662 56200 2020 38560
26 30 Female South America Yes 0 Finance 43300 1240 26400
27 33 Male US Yes 1 Engineering 72200 1820 19450
28 32 Female India Yes 2 Engineering 718 44300 2600 68260
29 34 Male US No 0 Other non-business 716 59300 1620 0
30 40 Male China No 0 Finance 711 69100 2270 30460
31 37 Male US No 0 Engineering 76100 2430 0
32 28 Male US No 0 Marketing 743 58800 1540 35420
33 28 Male US No 0 Engineering 740 57200 1300 19180
34 27 Female US No 0 Finance 695 45000 2100 72220
35 31 Female US Yes 0 Other business 54200 1950 14640
36 35 Male US Yes 1 Other business 69500 2390 38330
37 30 Male US No 0 Engineering 765 77000 1450 16720
38 34 Female China No 0 Finance 770 47900 1970 39250
39 33 Male US Yes 1 Engineering 78900 1920 44820
40 34 Male US No 0 Other business 726 62300 2210 23620
41 27 Female US No 0 Marketing 662 45500 1420 22840
42 28 Male US No 0 Other business 724 51500 1470 0
43 29 Male US No 0 Other business 53600 1470 8340
44 32 Female Japan Yes 0 Finance 46300 2080 47110
45 26 Female US No 0 Finance 41100 1270 35210
46 29 Female US No 0 Engineering 758 48700 1490 27150
47 34 Female US Yes 0 Engineering 748 54400 2280 47810
48 28 Male US Yes 0 Engineering 56600 1950 0
49 32 Male US No 0 Engineering 716 80900 1630 4140
50 32 Male Europe No 0 Other non-business 692 48900 1460 0
51 31 Male US No 0 Finance 65700 2390 49370
52 36 Male US No 0 Other non-business 704 52100 1470 18510
53 33 Male India Yes 0 Marketing 46900 1260 32120
54 35 Male US No 0 Other non-business 664 46000 1650 0
55 34 Female US No 0 Other business 52700 1490 24540
56 28 Male US No 0 Finance 761 63400 1380 15430
57 26 Male US No 0 Finance 712 67300 1860 6790
58 27 Male India No 0 Marketing 708 54700 1700 28680
59 26 Female US No 0 Marketing 733 37500 1250 33690
60 35 Female US Yes 1 Finance 667 61400 1590 63240
61 39 Male India No 0 Marketing 64300 2000 19000
62 33 Female US No 0 Finance 748 61000 1340 32830
63 30 Female India No 0 Finance 71300 1870 9270
64 34 Male US Yes 0 Engineering 710 77400 2190 0
65 31 Male US Yes 2 Other business 726 70700 2640 0
66 33 Female Europe Yes 1 Marketing 687 52600 2110 50130
67 33 Male US No 0 Engineering 789 69400 1750 42310
68 29 Male US No 0 Other non-business 675 62400 1480 9340
69 29 Female US No 0 Engineering 694 54600 1420 29220
70 36 Male India Yes 2 Marketing 694 72100 2880 0
71 30 Male US No 0 Engineering 651 50500 1550 33980
72 32 Male US Yes 1 Marketing 691 55500 2140 70230
73 36 Male US No 0 Engineering 67000 1530 45150
74 30 Male US No 0 Finance 712 72500 1430 24270
75 40 Female US Yes 0 Engineering 654 64700 1690 40510
76 37 Male US No 0 Marketing 67300 1270 16590
77 35 Female US No 0 Finance 774 82300 2360 14860
78 34 Female US Yes 0 Finance 50000 1430 0
79 34 Female US Yes 0 Other non-business 694 42300 2140 73590
80 30 Male US No 0 Engineering 786 58500 1550 23450
81 30 Male US No 0 Engineering 56700 1630 12840
82 39 Female US Yes 1 Other business 668 51200 1410 61050
83 30 Male US No 1 Marketing 752 67600 1890 33050
84 30 Female India Yes 0 Finance 637 43600 2110 45110
85 33 Female US Yes 1 Engineering 768 48700 2260 61680
86 36 Male US No 0 Other business 70500 1460 0
87 33 Male US No 0 Marketing 768 78200 2610 20240
88 31 Male US Yes 1 Finance 84500 2280 0
89 29 Male India No 0 Engineering 719 57800 1420 13140
90 29 Female US No 0 Finance 679 56500 1860 48240
91 31 Female US No 0 Other non-business 673 39100 1830 29920
92 34 Female US Yes 0 Marketing 728 45300 1780 0
93 34 Male India Yes 1 Marketing 762 45300 1270 0
94 38 Male US No 0 Marketing 686 74300 1680 23960
95 35 Male US No 0 Finance 625 70400 2110 31810
96 34 Female US No 0 Marketing 728 60700 1690 31890
97 37 Male US No 0 Other business 629 52200 1230 19770
98 33 Female US Yes 0 Engineering 698 58900 2310 34320
99 31 Male US No 0 Other business 781 67900 1910 19990
100 30 Male US No 0 Marketing 716 52200 1850 24840
101 25 Male US No 0 Other business 38400 1790 60740
102 36 Female Japan Yes 1 Marketing 47100 2020 0
103 33 Male US No 0 Other non-business 709 36400 1330 0
104 31 Male US Yes 2 Marketing 56100 2440 69200
105 37 Male US Yes 2 Engineering 718 72600 2560 58210
106 34 Female US Yes 0 Marketing 50100 1660 60640
107 28 Male Other No 0 Engineering 47300 1350 18420
108 32 Male US No 0 Marketing 658 42200 1210 55180
109 27 Female US No 0 Engineering 689 41800 1170 19780
110 35 Male US Yes 0 Engineering 73700 2590 39550
111 32 Female US No 0 Engineering 632 46100 1890 21200
112 27 Male US No 0 Engineering 704 52700 1410 21800
113 38 Female US No 0 Finance 686 60900 1430 26480
114 38 Male US Yes 0 Other non-business 690 66400 1730 54920
115 33 Male US Yes 0 Engineering 58700 2600 28520
116 31 Male South America No 0 Marketing 695 52100 1130 15260
117 33 Male India No 0 Other non-business 660 51100 1290 10700
118 37 Male Other Yes 0 Marketing 671 49300 2160 39510
119 27 Male US No 0 Finance 749 68800 1910 1860
120 31 Female China No 0 Marketing 743 44300 1320 26870
121 35 Male US No 0 Engineering 60300 2010 44200
122 29 Female US No 0 Finance 768 53600 1700 30090
123 28 Male US No 0 Engineering 765 72100 1370 13450
124 38 Female US No 0 Finance 758 64300 1920 33440
125 36 Male US Yes 1 Engineering 59500 1620 64980
126 33 Female US No 0 Marketing 46800 1940 50790
127 31 Male Japan No 0 Engineering 669 44600 1770 53580
128 27 Male US No 0 Engineering 706 41900 1180 36350
129 33 Male South America No 0 Marketing 642 41200 1340 36770
130 29 Female US No 0 Finance 751 48200 1520 31520
131 30 Male Other Yes 0 Other business 604 38200 2000 0
132 32 Female US No 0 Engineering 62600 1610 0
133 30 Male China No 0 Engineering 707 70000 1480 14750
134 32 Female US No 0 Marketing 760 65800 1450 7490
135 28 Male US No 0 Marketing 761 52400 1810 46860
136 32 Male US No 0 Other non-business 57700 1560 26590
137 30 Female US Yes 1 Marketing 665 55800 1930 27830
138 30 Male India Yes 1 Marketing 659 42300 2510 63380
139 30 Female US No 0 Finance 736 64300 1750 35620
140 27 Male US No 0 Engineering 47800 1670 14830
141 30 Male US Yes 0 Marketing 64400 2250 52680
142 40 Female India Yes 2 Engineering 51100 2000 73060
143 37 Female US No 0 Finance 73600 1720 39270
144 32 Male South America No 0 Other non-business 671 38700 2110 62810
145 37 Female US Yes 0 Engineering 738 60300 1510 45780
146 34 Male Other Yes 1 Marketing 55700 1950 42210
147 30 Male China No 0 Other business 672 49600 1380 59620
148 29 Male US No 0 Other non-business 648 40100 1680 33420
149 29 Male US No 0 Other business 751 62200 1590 17660
150 33 Female Japan Yes 1 Marketing 53500 2590 50210
151 38 Male US No 0 Other business 62300 1500 0
152 30 Male US No 0 Marketing 671 43200 1940 41780
153 33 Female US No 0 Engineering 44600 1930 0
154 29 Male India No 0 Marketing 50000 1350 34950
155 31 Male Europe No 0 Other non-business 632 48600 2160 14570
156 35 Female US No 0 Other non-business 696 42800 2150 61860
157 28 Male US No 0 Engineering 777 67000 2020 24980
158 30 Female India No 0 Marketing 705 42100 1320 18290
159 29 Male US No 0 Finance 733 75900 1490 13720
160 34 Male US Yes 2 Other business 644 80900 2750 0
161 32 Female US No 0 Other business 704 53800 1750 34470
162 31 Male US No 0 Engineering 715 46000 1460 17120
163 31 Male China No 0 Other business 679 46700 1810 26080
164 34 Male US Yes 1 Other non-business 634 45800 2220 0
165 31 Female US Yes 1 Finance 699 52900 2490 72890
166 33 Male India No 0 Engineering 73400 1460 0
167 32 Female US Yes 0 Finance 738 55600 1970 27940
168 29 Female US No 0 Finance 60200 1720 6430
169 32 Male US No 0 Engineering 703 65100 1660 0
170 31 Female US No 0 Engineering 646 52000 1890 16520
171 30 Male India Yes 1 Other business 681 43300 2690 62520
172 32 Male US Yes 0 Other non-business 631 48400 1670 0
173 31 Male US No 0 Engineering 751 76300 1430 0
174 32 Female Europe No 0 Finance 765 62500 1500 5920
175 35 Male US No 0 Marketing 664 51400 2060 37600
176 30 Female US No 0 Other non-business 622 40500 1820 22530
177 36 Female US Yes 0 Engineering 694 65500 1310 17780
178 34 Female US No 0 Engineering 743 47800 1400 0
179 38 Male US No 0 Other non-business 711 59800 2310 46230
180 38 Male US No 0 Other business 51900 1250 30860
181 29 Male US Yes 0 Other non-business 42600 1910 46420
182 35 Male US No 0 Other non-business 641 50400 1760 44530
183 32 Female US Yes 0 Engineering 763 61100 1390 28800
184 35 Male China No 1 Other non-business 755 64100 1350 37650
185 33 Male US Yes 1 Engineering 72900 2230 29690
186 38 Male US No 0 Marketing 785 72700 1970 0
187 30 Male India No 0 Other business 41900 1850 31240
188 30 Male Japan Yes 0 Other non-business 658 41600 2000 36980
189 31 Male US No 0 Other non-business 44700 1450 0
190 32 Female India No 0 Marketing 41200 1280 26410
191 31 Female US No 0 Marketing 45700 2040 34930
192 27 Male US No 0 Other business 685 51400 1840 46590
193 38 Male US Yes 2 Engineering 85100 2920 0
194 32 Male Japan No 0 Marketing 700 58600 2460 23740
195 36 Male US No 0 Engineering 702 74500 2350 15070
196 28 Male India No 0 Other business 616 44600 2210 0
197 29 Male Japan No 0 Finance 66300 1200 8500
198 33 Female US Yes 0 Finance 633 54500 2100 58490
199 34 Female US Yes 1 Finance 683 73100 2740 47630
200 33 Male US Yes 1 Other non-business 645 45200 2500 57360
201 29 Male US Yes 1 Engineering 61300 2190 0
202 37 Female US Yes 1 Marketing 61900 2400 43950
203 31 Male US No 0 Finance 750 57200 2120 47010
204 29 Female US No 0 Engineering 744 51200 1230 16940
205 35 Female US Yes 0 Marketing 687 54900 1910 34030
206 34 Female India No 0 Finance 699 57300 1150 18760
207 37 Male India Yes 0 Other non-business 645 53700 1880 25430
208 28 Male US No 0 Finance 80500 2550 17080
209 34 Male US No 0 Engineering 628 58900 1570 12540
210 37 Male Japan No 0 Finance 726 54800 1100 13820
211 34 Male India No 0 Marketing 711 69100 1310 15690
212 31 Male Other No 0 Engineering 619 47800 1260 0
213 32 Male Other Yes 0 Marketing 714 46200 1690 50090
214 36 Female US Yes 0 Marketing 691 41600 1720 0
215 33 Male US No 0 Other non-business 667 42700 1420 43170
216 32 Female US No 0 Finance 663 48600 1710 39470
217 34 Male US No 0 Finance 58500 1520 51850
218 33 Female China No 0 Finance 765 62300 1400 24760
219 32 Female US Yes 1 Engineering 737 52400 1780 63760
220 36 Male China No 1 Marketing 55400 1740 42050
221 33 Male US No 0 Engineering 659 66900 1440 0
222 38 Female US Yes 0 Finance 745 74400 1730 17190
223 36 Female Japan No 0 Finance 652 59800 1900 19510
224 35 Male India No 0 Other non-business 628 46200 2390 62180
225 38 Female US No 0 Other business 713 53400 2290 49570
226 31 Female US No 0 Marketing 49400 2700 47430
227 36 Male US No 0 Other business 78900 2000 20910
228 29 Male US No 0 Other non-business 49400 2100 0
229 30 Male US No 1 Finance 82500 2650 0
230 27 Male US No 0 Marketing 739 67700 2080 8710
231 35 Male US No 0 Finance 791 76500 1120 21850
232 38 Male US Yes 1 Other business 782 65800 1720 36650
233 33 Female US Yes 2 Engineering 630 57000 2500 0
234 32 Female US No 0 Finance 712 68500 1330 16110
235 38 Female US No 0 Finance 662 49100 1820 0
236 38 Male US No 0 Engineering 74400 1550 24110
237 35 Male US No 0 Marketing 727 71700 1500 0
238 37 Male US No 0 Other non-business 665 52000 1540 0
239 32 Male US No 0 Marketing 637 46400 1810 0
240 30 Female US No 0 Marketing 46500 1590 18690
241 35 Female US No 0 Marketing 714 61700 2000 26050
242 35 Male US Yes 1 Other non-business 725 57700 1970 54230
243 30 Male US No 0 Finance 76400 1620 13090
244 29 Female US No 0 Marketing 754 50000 1490 0
245 27 Male US No 0 Other business 710 48000 2310 32970
246 29 Female US No 0 Marketing 751 46300 1250 28950
247 41 Male US No 0 Finance 739 66400 1910 67240
248 29 Female US No 0 Other non-business 42900 1650 41280
249 36 Female India Yes 1 Marketing 686 50500 2630 0
250 30 Female US Yes 1 Engineering 786 71800 2410 23900
251 30 Male US No 0 Other business 688 45900 2200 53920
252 40 Male US Yes 2 Marketing 723 78900 2110 46200
253 31 Male US Yes 1 Other business 607 59200 2520 0
254 32 Male US No 0 Marketing 772 48300 2320 61520
255 31 Male US No 0 Other non-business 647 50700 1870 31350
256 30 Male US No 0 Other non-business 698 43300 1650 25080
257 29 Male US No 0 Other business 763 71300 1490 23230
258 36 Female US No 0 Marketing 742 62000 2110 31680
259 32 Male US No 0 Other business 751 56200 1820 27050
260 31 Male US No 0 Engineering 60100 1530 42660
261 33 Female US Yes 1 Finance 669 69500 2590 49240
262 36 Female Other Yes 1 Engineering 669 49000 1890 37780
263 36 Female US Yes 1 Other business 693 47300 1960 0
264 30 Male Europe No 0 Marketing 637 51000 1440 22360
265 40 Male US No 0 Marketing 705 68700 1790 26220
266 34 Female US No 1 Other business 737 62800 2700 30390
267 27 Male US No 0 Finance 764 65300 1740 0
268 32 Female US No 0 Marketing 712 62800 1610 32080
269 29 Female US No 0 Other non-business 37700 1220 61120
270 33 Male US No 0 Marketing 729 67200 1510 17220
271 30 Female US Yes 1 Marketing 60900 1880 30800
272 28 Female US No 0 Engineering 671 48100 1830 35740
273 35 Female US Yes 1 Engineering 712 64200 1280 0
274 27 Male US No 0 Other business 626 43200 1590 31560
275 38 Female US No 0 Engineering 55300 1670 0
276 29 Male US No 0 Engineering 698 48000 1780 37370
277 33 Female US Yes 2 Engineering 682 77700 1560 0
278 36 Male US No 0 Marketing 654 59600 1370 22590
279 31 Female US No 0 Marketing 674 40700 1360 42480
280 39 Male US Yes 0 Engineering 778 67400 2090 58290
281 38 Male US Yes 0 Marketing 739 83600 2380 13700
282 29 Female US Yes 0 Marketing 724 47700 1700 0
283 29 Male India No 0 Marketing 52300 1380 0
284 34 Male China No 0 Marketing 701 56000 1690 29230
285 36 Male Europe No 0 Marketing 66000 1250 24310
286 39 Male US No 0 Other business 62100 1800 61560
287 28 Female US No 0 Engineering 719 38800 1480 49920
288 29 Female India No 0 Engineering 45600 1660 49130
289 29 Male US No 0 Other non-business 645 50800 2340 35570
290 29 Female China Yes 2 Finance 700 67300 2370 38040
291 29 Male US No 0 Other non-business 55100 1550 15940
292 30 Female US Yes 0 Finance 60000 2250 0
293 28 Female US Yes 1 Engineering 721 52000 2250 37090
294 29 Female India No 0 Marketing 639 46400 1840 0
295 26 Male US No 0 Other business 46100 1300 29630
296 37 Male US Yes 1 Other non-business 47300 1500 62430
297 32 Male US Yes 0 Other business 715 42300 1690 74930
298 30 Female Other No 0 Engineering 40400 1830 51690
299 33 Female China Yes 1 Finance 682 63300 2030 31490
300 28 Male US No 1 Other non-business 696 45100 1580 52230
301 28 Female Europe No 0 Finance 45500 1770 19150
302 30 Female US No 0 Engineering 62600 1610 0
303 26 Female US No 0 Marketing 688 45700 1350 18150
304 30 Male US No 0 Other non-business 708 46700 2670 44590
305 31 Male US Yes 1 Finance 663 67900 1760 48840
306 34 Female India Yes 0 Finance 52600 1490 37530
307 39 Male US Yes 1 Other business 623 55400 2510 59200
308 33 Male US No 0 Other business 705 52200 1490 29490
309 30 Male India Yes 0 Marketing 716 57500 1890 0
310 31 Male India No 0 Other non-business 627 44200 1510 40830
311 28 Male US No 0 Other non-business 665 47400 1840 40290
312 30 Female US No 0 Finance 778 59800 1320 30950
313 34 Male China Yes 0 Other business 641 44600 2050 0
314 30 Male US Yes 2 Marketing 49100 2760 76620
315 27 Female US No 0 Other business 694 40200 1190 20120
316 29 Male US No 0 Marketing 51600 1240 0
317 27 Male US No 0 Engineering 58000 1060 500
318 37 Female India Yes 1 Finance 711 51900 2410 62100
319 30 Female China No 0 Engineering 658 41300 1730 0
320 31 Male Other No 1 Engineering 741 64900 2110 0
321 31 Male US No 0 Marketing 47400 1770 44100
322 31 Male US No 2 Other business 744 70800 1590 21400
323 28 Female US No 0 Other business 42600 2040 49530
324 34 Male US No 0 Marketing 687 51500 1630 33970
325 31 Male US No 0 Finance 756 60400 1570 11240
326 33 Female US Yes 0 Marketing 49300 1990 45580
327 36 Male US No 0 Engineering 751 74700 1660 23130
328 28 Female US Yes 0 Engineering 51900 1780 18460
329 33 Male India Yes 1 Engineering 697 69900 1770 17760
330 37 Male US Yes 1 Marketing 705 57000 2640 52140
331 28 Male US No 0 Other business 48800 1090 33390
332 36 Female US No 0 Other business 51100 2600 0
333 31 Female US Yes 0 Finance 749 53000 2010 65080
334 40 Female US Yes 0 Finance 717 54000 1240 0
335 35 Male US Yes 1 Marketing 647 77000 2800 31790
336 29 Male US No 0 Marketing 738 48000 1480 12010
337 32 Male US No 0 Finance 727 59700 1470 44910
338 32 Female US No 0 Marketing 674 47600 2800 53680
339 35 Male US No 0 Marketing 57800 2090 0
340 35 Female Other Yes 0 Marketing 678 47200 1520 0
341 27 Female South America Yes 1 Finance 45200 1710 0
342 25 Female Other No 0 Finance 689 37200 1130 23790
343 39 Female India No 0 Finance 680 72000 1810 0
344 36 Male US No 0 Marketing 66600 1720 17610
345 37 Female US Yes 0 Finance 741 52800 2220 52870
346 32 Female US No 0 Engineering 733 46100 1230 51480
347 26 Female US Yes 0 Finance 716 60900 2520 22650
348 30 Male US Yes 0 Other non-business 38900 2480 0
349 36 Male US Yes 1 Marketing 643 54400 2550 59430
350 26 Female US No 0 Engineering 731 41000 1450 25990
351 30 Male Europe No 0 Finance 721 68900 2320 25520
352 30 Female US No 1 Engineering 745 52900 2380 46570
353 31 Male US No 0 Marketing 731 66800 1490 56850
354 31 Male India No 0 Marketing 670 49000 1210 19120
355 32 Female China No 0 Finance 678 50200 1410 21660
356 29 Male India Yes 2 Marketing 697 46600 2680 65660
357 41 Male India No 0 Marketing 710 64200 1370 16580
358 35 Female US No 0 Finance 73300 1280 4570
359 28 Female South America No 0 Finance 43600 1920 0
360 27 Female US No 0 Finance 727 60600 1450 13170
361 35 Male US No 0 Other business 63900 2070 20970
362 29 Male US No 0 Marketing 55200 1710 15360
363 30 Male Japan No 0 Engineering 677 66100 1990 0
364 40 Male US Yes 1 Engineering 729 80200 1420 32870
365 31 Male Japan No 1 Finance 746 84800 2480 8080
366 41 Male US Yes 2 Other business 736 83000 2770 57660
367 35 Female US No 0 Marketing 732 51600 1760 45420
368 28 Male US No 0 Engineering 693 55800 1330 55600
369 27 Male US No 0 Other non-business 727 53400 1900 18650
370 37 Female US Yes 1 Finance 721 59700 2810 49980
371 30 Male South America No 0 Other non-business 678 45100 1600 31380
372 26 Female US No 0 Engineering 37000 1270 25420
373 39 Male US Yes 0 Other non-business 703 58800 2660 52520
374 35 Male US Yes 0 Other non-business 674 52800 2620 58910
375 34 Male US Yes 1 Marketing 68100 1820 0
376 31 Female US No 0 Finance 709 61200 1990 26850
377 33 Male US No 0 Marketing 59600 1170 44430
378 30 Female Other No 0 Other business 41300 1480 17030
379 34 Female US No 0 Finance 741 80400 1770 2790
380 34 Male US No 0 Other business 686 47700 1760 31900
381 29 Female US No 0 Engineering 688 39500 2060 0
382 33 Female Japan No 0 Engineering 639 43900 1870 40110
383 34 Male US Yes 1 Engineering 705 70000 2670 35970
384 31 Male US No 0 Marketing 779 72000 2140 0
385 29 Female US Yes 1 Engineering 720 54000 1980 50360
386 31 Male US No 0 Other business 612 48900 2640 49620
387 33 Male US No 0 Marketing 724 59400 1370 31410
388 31 Male South America Yes 1 Marketing 52300 1450 31650
389 32 Female India Yes 0 Other business 45200 2010 26300
390 34 Male US No 0 Engineering 69000 1720 35160
391 29 Male China No 0 Other non-business 688 40800 1460 49450
392 35 Female India Yes 2 Engineering 63200 1980 41700
393 31 Female US No 0 Finance 699 56000 2060 18000
394 31 Male US No 0 Finance 750 75800 2450 21300
395 32 Male US No 0 Marketing 60500 1770 22180
396 34 Female US No 0 Finance 64300 1340 19100
397 30 Female US No 1 Other non-business 45900 2530 45220
398 35 Male US No 0 Marketing 719 58300 2110 48810
399 28 Male US No 0 Marketing 60500 1620 9590
400 31 Male India Yes 1 Finance 75500 2270 30370
401 34 Male US No 0 Other business 726 51900 1590 0
402 36 Female US Yes 0 Marketing 710 44400 2370 60800
403 29 Male US No 0 Engineering 719 52000 1330 0
404 40 Male US Yes 1 Other business 770 76000 2580 45050
405 30 Female US No 1 Engineering 44300 2240 0
406 29 Female Other No 0 Marketing 722 44400 1360 13510
407 33 Male South America Yes 1 Engineering 730 67900 2140 31320
408 26 Male US No 0 Engineering 709 55600 1320 2400
409 33 Male US No 0 Other business 50700 1360 30730
410 35 Female US No 0 Marketing 701 58300 2530 0
411 32 Female US Yes 2 Finance 762 66200 2610 37610
412 39 Female US Yes 0 Finance 69300 1720 27390
413 32 Female US No 0 Other business 716 41500 1820 33940
414 35 Male US No 0 Engineering 655 56100 1380 20680
415 29 Male China Yes 0 Marketing 45100 1580 69730
416 36 Female US Yes 1 Engineering 53900 1560 0
417 37 Male China No 0 Other business 639 45700 1600 59880
418 35 Male US Yes 0 Engineering 743 56000 1630 19410
419 32 Female US Yes 1 Engineering 630 48200 1630 0
420 33 Male US No 0 Marketing 743 60700 1400 0
421 33 Male US No 0 Finance 712 78400 1620 18810
422 34 Male Japan No 0 Engineering 721 58200 1430 0
423 34 Female US No 0 Finance 748 69800 1280 36560
424 35 Male India Yes 0 Other business 55800 1570 29730
425 29 Male US No 0 Engineering 690 73800 1520 4840
426 31 Female US Yes 1 Finance 792 77500 2300 19810
427 28 Female US Yes 0 Engineering 711 57400 1810 10030
428 34 Female US No 0 Finance 638 57600 1960 22340
429 27 Male Europe No 0 Other business 684 40300 2000 30100
430 33 Female US No 0 Finance 71800 1490 5210
431 28 Male Other No 0 Marketing 703 47800 2080 33470
432 28 Male US Yes 0 Marketing 764 44000 1600 40710
433 29 Male US Yes 0 Marketing 65600 1880 27960
434 30 Male South America No 0 Other non-business 644 39900 1790 21690
435 26 Male US No 0 Marketing 738 51300 1500 0
436 31 Male US No 0 Other non-business 728 43900 1700 0
437 31 Male US No 0 Marketing 52200 1600 50570
438 30 Female US Yes 0 Marketing 654 44700 1580 28360
439 27 Male Japan No 0 Other non-business 662 39100 1520 31600
440 31 Male US No 1 Marketing 680 49800 1550 56130
441 29 Male US Yes 1 Marketing 702 65900 2220 47180
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446 30 Male India No 0 Engineering 42500 1710 56510
447 29 Male US No 0 Other non-business 760 49800 1580 0
448 27 Male Europe No 0 Marketing 714 46700 1220 23510
449 39 Male US Yes 1 Finance 777 83800 1730 36820
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451 27 Female India No 0 Marketing 42700 1220 14440
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490 35 Female US No 0 Finance 74200 1430 23890
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622 36 Male US No 0 Marketing 716 78500 2570 22710
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631 28 Female US No 1 Engineering 691 57800 1980 40580
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1067 39 Female US Yes 2 Engineering 708 63100 2400 65810
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1093 41 Female US Yes 1 Finance 775 82800 1950 37790
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1129 28 Male US No 0 Finance 747 60400 1760 0
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1139 41 Male US Yes 2 Marketing 720 67100 2250 72480
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1148 40 Female US Yes 1 Marketing 706 70000 2940 0
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1153 32 Female US No 0 Marketing 49400 1270 0
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1159 30 Male US Yes 0 Other business 783 66500 2540 22620
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1371 32 Female US No 0 Marketing 63100 2570 52570
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1385 31 Male US Yes 0 Engineering 61600 1360 41750
1386 31 Female US Yes 1 Finance 715 61700 2370 24170
1387 28 Male US No 1 Marketing 58600 1780 26250
1388 31 Female US No 0 Finance 52500 1750 26420
1389 34 Male US Yes 1 Marketing 682 64100 2650 42990
1390 31 Female US No 0 Other business 646 40700 1180 57500
1391 31 Male US No 0 Other non-business 697 48500 1670 41660
1392 29 Male US No 0 Other non-business 713 47700 1410 27550
1393 35 Male US Yes 0 Marketing 723 53600 1720 57040
1394 27 Male India No 0 Finance 712 61800 1340 9790
1395 30 Male US Yes 0 Other non-business 616 45100 1800 69210
1396 30 Female US No 0 Other business 673 40000 1210 33790
1397 31 Female US No 0 Engineering 700 52000 2110 41110
1398 29 Male Europe Yes 1 Other business 725 63800 2260 35670
1399 32 Female US Yes 0 Finance 778 55000 2150 44410
1400 30 Male US No 0 Other non-business 44200 1490 14540
1401 38 Female US No 0 Engineering 709 56100 1300 22900
1402 34 Male US No 0 Engineering 689 51500 1700 58080
1403 33 Male Japan No 0 Marketing 669 44900 1340 18490
1404 36 Male Japan No 1 Marketing 741 69800 1880 45520
1405 29 Male US No 0 Other non-business 48100 1780 18980
1406 33 Male South America Yes 1 Marketing 658 61700 1400 34000
1407 29 Male US No 0 Marketing 727 59700 2410 40000
1408 26 Male US Yes 0 Other business 640 42300 1580 41000
1409 26 Female US No 0 Finance 51400 1580 30140
1410 33 Male US No 0 Other non-business 659 52100 1390 33290
1411 30 Female US No 0 Engineering 674 44900 1580 40650
1412 31 Male US No 0 Marketing 712 52300 1680 45860
1413 37 Male US No 0 Other non-business 667 64000 2440 15660
1414 32 Male US Yes 2 Marketing 53800 2330 77580
1415 30 Male US No 0 Marketing 690 39800 1960 0
1416 32 Female India No 0 Marketing 693 44500 1590 42930
1417 31 Male US No 0 Other business 55700 1740 44020
1418 28 Male US No 0 Marketing 42600 1820 40140
1419 36 Male India Yes 0 Finance 695 72300 2420 23280
1420 29 Female US No 0 Marketing 728 56800 2550 9630
1421 33 Female Europe Yes 1 Other business 724 49700 2360 0
1422 29 Male US No 0 Engineering 65500 2190 39970
1423 30 Female India No 0 Other business 674 40600 2050 60590
1424 32 Male US No 1 Marketing 708 69200 1600 57610
1425 29 Male US No 0 Marketing 762 40900 1280 55690
1426 39 Female US Yes 1 Marketing 661 48400 1790 46290
1427 27 Male US No 0 Engineering 47800 1660 43720
1428 30 Male US Yes 0 Other non-business 48200 1560 0
1429 32 Female South America No 0 Engineering 703 70300 1810 0
1430 27 Male US No 0 Other non-business 38600 1350 47330
1431 29 Female US No 0 Marketing 646 36000 1210 49600
1432 30 Female US No 0 Finance 647 53100 1350 9410
1433 33 Male US Yes 1 Finance 720 70300 1930 0
1434 28 Male China No 0 Other business 674 46300 1190 0
1435 30 Male US No 0 Finance 722 71900 1630 17400
1436 29 Male South America No 0 Finance 672 43900 1090 5690
1437 30 Female China No 1 Marketing 648 42000 2080 66720
1438 32 Male US Yes 1 Other non-business 731 69200 2120 27100
1439 30 Male US No 0 Marketing 745 55100 1030 3110
1440 35 Female US No 0 Finance 722 80800 2060 0
1441 33 Male US No 0 Engineering 67800 2330 13650
1442 34 Male US No 0 Engineering 58500 1880 24990
1443 38 Male Other No 0 Marketing 659 48100 1320 30310
1444 30 Female US Yes 2 Engineering 71600 2460 30480
1445 28 Male US No 0 Other business 633 40900 1360 42570
1446 33 Male US No 0 Other non-business 44000 1420 43390
1447 27 Male US No 0 Other non-business 39800 1870 27470
1448 29 Male US No 0 Marketing 703 77800 1850 4250
1449 38 Female US Yes 1 Finance 58100 2270 65410
1450 35 Male US No 0 Marketing 51700 1170 42280
1451 38 Female US Yes 1 Finance 664 69600 2210 65600
1452 30 Female US No 1 Other non-business 692 46400 2200 70600
1453 36 Female US Yes 0 Marketing 641 58900 2360 40960
1454 30 Male US No 0 Finance 777 63500 1560 27590
1455 33 Male US No 0 Finance 86000 2090 11930
1456 29 Female US No 0 Marketing 52400 2180 0
1457 31 Male US No 0 Other non-business 46600 1490 32330
1458 30 Male US Yes 0 Other non-business 50900 1990 34210
1459 27 Female China No 0 Finance 718 41800 1430 15050
1460 39 Male China Yes 0 Engineering 68500 1970 32350
1461 30 Male Japan Yes 2 Finance 677 77700 2490 0
1462 27 Female US No 0 Finance 682 47200 1130 23850
1463 29 Male US No 0 Engineering 742 55400 1550 0
1464 35 Male US No 0 Engineering 78600 1910 0
1465 30 Female US No 0 Engineering 672 50400 1630 30200
1466 29 Male US No 0 Marketing 780 62200 2010 28400
1467 38 Male US Yes 0 Marketing 79900 1850 27850
1468 37 Female US Yes 1 Finance 791 82500 1750 0
1469 35 Female US No 0 Finance 63700 1790 0
1470 32 Male US Yes 0 Marketing 747 56800 1890 35650
1471 32 Female US No 0 Marketing 669 48300 1660 17260
1472 31 Male India No 0 Other business 730 56000 1600 36620
1473 35 Male Other No 0 Other non-business 689 49500 1470 32720
1474 28 Female US Yes 1 Finance 746 57900 1640 34970
1475 33 Male US No 0 Marketing 671 56600 1610 30240
1476 27 Male China No 0 Engineering 707 47100 1440 15940
1477 30 Female US No 0 Marketing 722 53700 1660 0
1478 35 Female India No 0 Engineering 669 60300 2050 34760
1479 36 Male US No 0 Finance 75400 1820 29990
1480 30 Male US No 0 Other non-business 711 68400 2460 0
1481 37 Female US No 0 Marketing 647 55000 1520 19040
1482 29 Female Europe Yes 0 Marketing 40600 1500 52380
1483 30 Female US No 0 Marketing 717 57700 2210 26660
1484 31 Male US Yes 0 Other non-business 687 47600 1980 0
1485 38 Male US Yes 2 Other business 63200 2660 0
1486 38 Female US Yes 1 Engineering 53800 2180 0
1487 28 Male US No 0 Marketing 46700 2010 0
1488 35 Female US No 0 Finance 695 50800 1670 24020
1489 30 Female US Yes 0 Engineering 722 45300 2370 45550
1490 39 Female US No 0 Marketing 704 56000 1410 28420
1491 39 Female Japan Yes 2 Other non-business 715 60400 2530 0
1492 32 Male US No 0 Other non-business 59600 1690 32780
1493 38 Male US Yes 2 Engineering 704 77100 1920 56440
1494 26 Male US No 0 Marketing 689 42000 1980 18260
1495 35 Female US Yes 1 Engineering 68800 2190 0
1496 34 Female US Yes 1 Marketing 714 52200 1900 0
1497 36 Male China No 0 Finance 60600 1500 38990
1498 28 Male US No 0 Other business 665 47100 1550 33280
1499 28 Female US No 0 Marketing 648 39800 1890 23640
1500 27 Male US No 0 Engineering 44700 1180 0
1501 32 Male US No 0 Engineering 664 40500 1430 71430
1502 31 Male US No 0 Marketing 64600 2120 29300
1503 31 Female US No 0 Engineering 40200 1100 0
1504 29 Male US No 0 Other business 744 68800 1710 0
1505 32 Male US No 0 Other non-business 56500 2230 22850
1506 39 Male US No 1 Marketing 749 85400 2150 16980
1507 32 Female China No 1 Engineering 64500 1710 0
1508 32 Female US Yes 0 Engineering 681 44400 1710 50270
1509 35 Female US Yes 1 Other business 685 43800 2290 66320
1510 40 Male China Yes 2 Other business 633 58700 2310 65530
1511 32 Male US Yes 2 Engineering 60100 2510 56090
1512 35 Male US No 1 Other business 72200 2050 30030
1513 29 Male US Yes 2 Engineering 59100 1810 49840
1514 32 Male US No 0 Marketing 677 59000 2180 22940
1515 31 Female South America No 0 Marketing 43500 1800 48900
1516 30 Male US No 0 Engineering 749 66500 2080 0
1517 42 Male US No 0 Other business 671 65600 1780 0
1518 33 Male US No 0 Marketing 63500 1550 0
1519 33 Male US Yes 1 Finance 697 63000 2510 50230
1520 26 Female India No 0 Finance 775 61200 1240 0
1521 29 Female US No 0 Engineering 744 44500 2550 32590
1522 30 Male US No 1 Other business 57300 2490 43050
1523 36 Male Japan No 0 Engineering 679 46900 1450 32250
1524 30 Male US No 0 Engineering 725 70100 1380 12280
1525 31 Male US No 0 Other non-business 58100 1590 17360
1526 33 Female US No 0 Marketing 49100 2620 39720
1527 36 Male China No 0 Other non-business 711 53700 1340 22980
1528 34 Female US No 0 Finance 668 66300 1950 0
1529 34 Male US No 0 Other non-business 619 67700 2020 47470
1530 35 Female US Yes 2 Other non-business 58200 2220 51090
1531 32 Male India No 1 Other non-business 43400 2350 64300
1532 36 Male China No 0 Marketing 658 69900 1750 10870
1533 28 Female US No 0 Engineering 683 54700 2060 28010
1534 31 Male US No 0 Other non-business 647 44200 2610 44240
1535 33 Male US Yes 1 Engineering 691 53400 1690 58330
1536 30 Male China Yes 0 Other business 46100 1840 26780
1537 31 Female US No 0 Marketing 676 47100 1590 46260
1538 33 Male US No 0 Other non-business 661 45000 1500 0
1539 33 Male US No 0 Other non-business 54300 1860 40240
1540 33 Female US No 0 Engineering 44300 1150 45930
1541 38 Male US Yes 0 Finance 701 62100 2130 40500
1542 31 Female US No 0 Engineering 65800 1470 8170
1543 31 Male US Yes 0 Engineering 56300 1780 30710
1544 33 Female US No 0 Finance 724 45400 1550 37480
1545 29 Female US No 0 Finance 74300 1770 10270
1546 32 Male Other No 0 Finance 649 61100 1550 0
1547 31 Male US No 0 Other non-business 653 51000 1230 29710
1548 29 Female South America No 0 Other non-business 652 35700 1210 23410
1549 27 Male US No 0 Other non-business 702 44900 1350 13610
1550 31 Female US No 0 Finance 768 74100 1860 5550
1551 33 Male India Yes 0 Other business 648 49600 1500 22300
1552 30 Male South America Yes 0 Other business 44000 1530 45630
1553 34 Male US Yes 1 Other business 66600 2420 38500
1554 35 Female China Yes 2 Engineering 667 55600 2490 66810
1555 41 Male US Yes 0 Other non-business 632 63200 1590 0
1556 34 Female US Yes 1 Finance 747 78400 2400 32270
1557 29 Female China No 0 Finance 43000 1470 18180
1558 29 Male US No 0 Marketing 735 62400 2280 0
1559 36 Female US Yes 1 Marketing 717 58900 2510 58120
1560 32 Female Other No 0 Finance 699 48700 1740 25260
1561 34 Male US No 0 Other business 656 52400 1400 34280
1562 31 Male China No 0 Other business 682 66000 1410 0
1563 27 Male US No 0 Marketing 41200 1260 38000
1564 35 Female US No 0 Finance 50300 2570 0
1565 33 Female India No 0 Engineering 638 49100 1700 0
1566 27 Male US No 0 Engineering 750 56100 1430 32850
1567 27 Male Japan No 0 Other business 628 50000 1280 20180
1568 36 Female US Yes 2 Engineering 78700 2400 0
1569 35 Female US Yes 1 Finance 708 71500 1590 11430
1570 28 Male US No 0 Other non-business 660 40200 2540 33150
1571 38 Male US Yes 1 Engineering 69800 2220 58870
1572 31 Male US No 1 Engineering 81500 2050 23360
1573 31 Female US Yes 0 Finance 70800 2090 36730
1574 36 Male US No 0 Marketing 67800 1540 22110
1575 29 Male US Yes 0 Marketing 737 68900 1940 43920
1576 28 Female US Yes 0 Finance 692 65200 2150 30170
1577 31 Male India Yes 1 Engineering 745 74400 2220 24780
1578 28 Female Europe No 0 Marketing 38400 1630 32730
1579 32 Male US No 0 Finance 77400 1410 0
1580 30 Female US No 0 Finance 61300 1510 14160
1581 30 Female US No 0 Other non-business 40500 1440 23340
1582 31 Male US Yes 2 Engineering 79100 2570 36660
1583 38 Male US No 0 Other non-business 659 57200 1250 54080
1584 31 Female US Yes 1 Engineering 46900 2800 71750
1585 30 Male US No 0 Other non-business 668 73400 1850 22650
1586 30 Male US No 0 Finance 53100 1470 50460
1587 32 Female China Yes 1 Engineering 65000 2190 0
1588 27 Male US No 0 Other business 733 41900 1570 57530
1589 33 Female India No 0 Marketing 618 47000 1750 0
1590 35 Female US Yes 0 Engineering 61800 1850 36170
1591 29 Female US No 0 Engineering 64400 1570 7070
1592 40 Female US No 0 Engineering 764 55900 2030 0
1593 32 Female US Yes 0 Engineering 750 52500 1680 0
1594 38 Male South America Yes 2 Other non-business 666 58700 2050 53830
1595 41 Female US Yes 2 Engineering 733 75300 2990 61110
1596 33 Male US No 0 Engineering 787 65100 2030 0
1597 29 Male US No 0 Other non-business 48700 1800 33350
1598 29 Female US No 0 Marketing 681 43000 1270 0
1599 31 Female US No 0 Other business 653 44000 1120 39570
1600 32 Male US No 0 Engineering 45300 1490 57160
1601 30 Female US No 0 Finance 774 81300 2070 15650
1602 33 Female Japan No 0 Engineering 667 48300 1570 34530
1603 28 Male US No 0 Other business 747 49800 1140 0
1604 33 Female US Yes 0 Engineering 63900 1680 51580
1605 33 Female US No 1 Marketing 683 61900 2020 32390
1606 30 Male US No 0 Other non-business 672 47400 1390 17270
1607 35 Male US No 0 Marketing 747 57900 1950 22010
1608 29 Male US No 0 Marketing 732 64000 1900 0
1609 33 Female US Yes 2 Marketing 715 53800 2630 43240
1610 29 Male US No 0 Other non-business 699 43800 1200 0
1611 29 Female US No 0 Finance 704 64500 2260 20780
1612 28 Female India No 0 Finance 655 45500 1670 26470
1613 41 Female US No 0 Other business 618 63000 2050 0
1614 33 Male US Yes 0 Engineering 67800 2840 53180
1615 35 Male US Yes 1 Marketing 707 71700 2350 0
1616 32 Male US No 0 Marketing 729 61500 1940 0
1617 27 Male South America No 0 Marketing 708 46900 2400 0
1618 34 Male US No 0 Engineering 710 74600 1850 0
1619 38 Male US No 0 Other non-business 45700 1810 33810
1620 31 Male US No 0 Other non-business 686 57000 1650 20880
1621 36 Female Other Yes 0 Finance 692 46000 1960 45800
1622 31 Female US No 0 Engineering 733 62100 1430 0
1623 32 Male US Yes 1 Marketing 693 54900 1620 50940
1624 30 Male US Yes 0 Other non-business 613 46600 1510 0
1625 28 Male US No 0 Marketing 692 40900 1860 0
1626 30 Female South America No 0 Marketing 632 43300 2040 36140
1627 34 Female India No 0 Engineering 42000 1620 48780
1628 30 Female South America No 0 Finance 748 70200 1200 0
1629 30 Male US No 0 Other business 695 45600 2030 33560
1630 32 Female US No 0 Engineering 67200 1890 30430
1631 33 Female US No 0 Engineering 719 56800 1720 0
1632 30 Male US Yes 0 Other non-business 774 47500 2030 54460
1633 32 Female India Yes 1 Finance 57500 1660 44600
1634 32 Male US No 0 Other non-business 645 56200 1940 0
1635 32 Male US No 0 Marketing 62900 1460 11680
1636 36 Male India No 0 Other non-business 702 66200 1740 31340
1637 31 Male US No 0 Marketing 670 47300 1770 31940
1638 33 Male US No 0 Marketing 679 55600 1480 0
1639 39 Male US Yes 0 Marketing 720 60500 2170 47710
1640 28 Female US No 0 Marketing 37200 1260 36390
1641 38 Male China No 0 Other non-business 697 50200 1320 61910
1642 29 Male US No 0 Marketing 709 40400 1750 48710
1643 34 Male India Yes 1 Other business 760 71100 1880 20310
1644 26 Female US Yes 0 Marketing 734 36800 1620 70070
1645 32 Male US No 0 Engineering 719 48000 1670 45260
1646 33 Female US No 0 Other business 46500 2050 18220
1647 38 Male US No 0 Finance 757 79600 2020 0
1648 34 Female US No 0 Finance 788 67400 1970 33620
1649 31 Male US No 0 Other business 725 57400 1830 0
1650 38 Female US No 0 Other business 682 53800 1680 0
1651 35 Female US No 1 Other business 624 55300 2710 45700
1652 28 Female China No 0 Other non-business 719 35600 1320 35540
1653 31 Female US No 0 Other business 45800 1450 30850
1654 32 Female China Yes 0 Marketing 613 40800 1660 0
1655 37 Male US Yes 1 Engineering 83200 2740 18120
1656 34 Male US No 0 Other non-business 41500 1670 63000
1657 34 Male US No 0 Engineering 687 46800 1510 37310
1658 30 Male US No 0 Other non-business 704 41400 1850 28730
1659 34 Male US No 0 Engineering 678 79900 1790 16320
1660 32 Female US No 1 Other non-business 634 51700 2820 52350
1661 38 Male US Yes 2 Other non-business 751 74600 2310 50980
1662 30 Female US Yes 0 Marketing 690 45600 1430 43310
1663 29 Female Other No 0 Engineering 725 59900 1630 11840
1664 28 Male India No 0 Marketing 50300 1990 22130
1665 35 Male US No 0 Other non-business 685 70800 1540 0
1666 33 Male US No 0 Marketing 715 62100 2280 34880
1667 30 Male US Yes 1 Marketing 76900 2560 39240
1668 34 Female US No 1 Finance 708 55900 2430 65370
1669 31 Male India No 0 Marketing 44100 1100 26380
1670 37 Female US Yes 0 Finance 728 83900 1880 19190
1671 31 Male US Yes 0 Other non-business 734 48800 1790 31580
1672 31 Female India No 0 Marketing 48600 2250 38200
1673 27 Male US No 0 Finance 718 50800 1600 24210
1674 35 Male China No 0 Engineering 682 73600 1890 29450
1675 36 Male US No 0 Other business 50400 1480 34720
1676 32 Female US No 0 Marketing 52400 1640 29830
1677 32 Female US No 0 Other business 637 45100 1250 0
1678 39 Male India No 0 Marketing 649 54600 2180 25550
1679 33 Male US No 0 Other non-business 716 77200 1830 0
1680 39 Male US Yes 0 Other business 669 55000 2760 60690
1681 38 Female US No 0 Other non-business 642 47000 2060 55490
1682 31 Female India No 0 Other non-business 705 39600 1880 47730
1683 34 Female US No 0 Other non-business 47200 1950 49660
1684 33 Male US No 0 Other non-business 714 38300 2090 60970
1685 38 Male US No 0 Other non-business 51000 1510 51940
1686 37 Female Other Yes 1 Finance 691 47500 1470 38820
1687 28 Female US No 0 Marketing 676 39200 1530 0
1688 30 Male US No 0 Other non-business 681 48200 1920 61240
1689 29 Male US No 0 Other non-business 52800 1340 0
1690 28 Male US No 0 Other non-business 37900 1930 28490
1691 39 Male US No 0 Other business 754 67400 2220 16020
1692 34 Female US No 0 Engineering 64000 1830 37950
1693 30 Male US No 0 Other non-business 683 47900 1530 34360
1694 37 Male US No 0 Other non-business 47600 1420 40150
1695 36 Female India No 0 Marketing 50600 1640 21590
1696 34 Male US No 0 Engineering 674 75200 2440 23010
1697 29 Male US No 0 Other non-business 683 66300 1440 18560
1698 36 Male US No 0 Engineering 760 63700 1650 0
1699 31 Female US Yes 0 Engineering 665 49700 1680 35060
1700 35 Male US No 0 Engineering 728 85200 1680 0
1701 38 Male US No 0 Other non-business 626 38100 1710 78640
1702 30 Female US Yes 1 Marketing 698 45300 1980 0
1703 33 Female US No 0 Finance 672 49900 1700 28070
1704 28 Male India Yes 2 Marketing 686 51600 1740 60930
1705 33 Male US Yes 1 Marketing 61600 2830 53620
1706 28 Female US Yes 0 Marketing 40000 1300 44560
1707 31 Male China No 0 Other business 46400 1430 0
1708 32 Female India No 0 Marketing 616 46300 1400 0
1709 33 Male US No 0 Marketing 738 56400 1790 30670
1710 32 Female US No 0 Marketing 625 42800 2320 63470
1711 34 Male China No 0 Marketing 733 55900 1620 37820
1712 29 Male India Yes 1 Engineering 722 79300 1860 0
1713 38 Male US No 0 Marketing 695 72200 1440 23480
1714 39 Female US No 0 Finance 685 77800 2030 27480
1715 41 Male China No 0 Other business 697 65300 1480 26700
1716 27 Male India No 0 Other business 720 40400 1590 0
1717 30 Male China No 0 Engineering 749 49600 2090 0
1718 30 Male US No 1 Marketing 727 78700 2480 0
1719 26 Female US No 0 Finance 772 69700 1600 1290
1720 32 Male US No 0 Engineering 763 66800 1290 0
1721 35 Female Europe No 0 Engineering 55700 1680 21530
1722 30 Male US No 0 Marketing 690 39600 1160 29950
1723 32 Male US No 0 Other business 666 39400 1410 72120
1724 32 Male US No 0 Marketing 52800 1460 0
1725 34 Male US Yes 2 Engineering 80100 2680 0
1726 36 Male US No 0 Engineering 690 68000 2160 26210
1727 31 Female Japan No 0 Marketing 610 42900 1440 48300
1728 26 Female US No 0 Marketing 612 37400 1420 37440
1729 29 Male US No 1 Other business 736 53900 2320 55920
1730 31 Female US Yes 0 Engineering 630 39600 2040 0
1731 32 Female US No 0 Engineering 49700 1230 0
1732 28 Male US No 0 Finance 746 64600 1550 18040
1733 28 Male India No 0 Finance 704 60500 1600 14370
1734 34 Male US No 0 Engineering 670 60100 1820 0
1735 38 Male US Yes 0 Marketing 55300 1870 55670
1736 39 Female US No 0 Marketing 45500 1720 53850
1737 35 Male US No 0 Other business 754 59100 1400 18090
1738 39 Male US No 0 Engineering 60600 1460 57750
1739 31 Female US No 0 Engineering 735 58300 1650 0
1740 31 Female South America No 0 Finance 722 58900 1420 6360
1741 34 Female China No 1 Other business 723 51200 1900 50330
1742 34 Male US No 0 Engineering 742 71300 2620 20540
1743 31 Male US No 0 Marketing 654 60000 1480 16670
1744 38 Male US No 1 Other non-business 678 53200 2060 0
1745 31 Female US Yes 0 Engineering 756 63900 2410 11460
1746 30 Male US No 0 Engineering 679 68000 2090 13970
1747 29 Male India No 0 Other business 646 44000 1690 0
1748 38 Male US No 0 Marketing 644 52600 2060 54880
1749 28 Male India No 0 Other business 707 47300 2170 0
1750 32 Male China No 0 Finance 740 67300 2030 16680
1751 31 Female Europe Yes 0 Other non-business 737 41600 1770 38390
1752 35 Female India Yes 1 Finance 674 53300 1880 55030
1753 35 Male Japan No 0 Finance 64800 1620 28100
1754 30 Male US No 0 Engineering 711 62800 2300 0
1755 32 Male US Yes 0 Finance 726 71000 2560 0
1756 34 Male US No 0 Marketing 705 62500 1550 43830
1757 33 Female Other Yes 1 Marketing 650 47000 2560 59680
1758 32 Female US No 0 Other business 39700 1070 27300
1759 27 Female US No 0 Engineering 41700 1710 0
1760 31 Male US No 0 Other business 51600 1730 47160
1761 30 Female Europe No 0 Marketing 40200 1850 40630
1762 34 Female US No 0 Engineering 731 55200 1550 29340
1763 37 Male US No 0 Engineering 732 60900 1260 25200
1764 34 Female India Yes 2 Finance 60800 1960 43290
1765 37 Male China No 0 Other non-business 726 42900 1510 50030
1766 34 Female US Yes 0 Finance 695 62600 1610 0
1767 29 Male US Yes 0 Other non-business 657 53500 2150 51370
1768 29 Female US No 0 Engineering 705 46900 2070 39310
1769 29 Male US No 0 Engineering 48100 2280 35880
1770 31 Male US No 0 Engineering 723 51000 2470 57810
1771 36 Male US Yes 1 Other business 638 56300 2640 65910
1772 34 Male US No 0 Other non-business 707 49800 1300 33780
1773 36 Male Other No 0 Other non-business 640 46600 1380 53750
1774 31 Male US No 0 Engineering 77600 1300 7280
1775 31 Male US No 0 Other business 724 50600 1570 34600
1776 33 Male US No 0 Other business 51100 1750 0
1777 36 Male US No 0 Other business 706 61400 1740 0
1778 39 Male US No 1 Other non-business 82400 2330 28920
1779 30 Male India No 0 Other non-business 702 78200 1720 5030
1780 30 Male US Yes 0 Marketing 660 41800 2100 0
1781 34 Female US No 0 Marketing 43700 1340 24660
1782 29 Male US No 0 Marketing 63900 2120 22510
1783 30 Female US Yes 2 Marketing 721 50800 2130 57990
1784 37 Male US Yes 2 Finance 85000 2300 43690
1785 37 Female Other Yes 1 Finance 61900 2730 0
1786 27 Male US No 0 Other non-business 705 43300 1600 63500
1787 36 Female Japan Yes 2 Engineering 667 54600 2710 0
1788 30 Male US No 1 Finance 684 72100 1290 48640
1789 31 Female US No 0 Marketing 696 54400 1440 15980
1790 28 Female US No 0 Marketing 53900 2170 32500
1791 41 Female US No 2 Engineering 72000 2390 60340
1792 38 Female US Yes 0 Engineering 60500 1870 53410
1793 30 Female US No 0 Engineering 760 67000 1170 28860
1794 37 Female US No 0 Engineering 42700 2190 59590
1795 31 Female US Yes 0 Engineering 45200 2540 31230
1796 32 Male India No 0 Finance 721 86500 2040 0
1797 36 Female US Yes 0 Engineering 70100 2270 23650
1798 32 Male US Yes 2 Other non-business 736 65200 2340 44640
1799 36 Female US No 0 Finance 747 82200 2070 0
1800 32 Male US Yes 2 Marketing 713 74000 2850 25320
1801 30 Female Other No 0 Engineering 39500 1110 51980
1802 38 Female US No 0 Finance 663 49200 1150 0
1803 38 Female India No 0 Engineering 721 47900 1990 52300
1804 31 Male US No 0 Other non-business 738 49700 2160 42100
1805 29 Male US No 0 Marketing 615 55500 1760 0
1806 28 Male US Yes 0 Engineering 45500 1350 44470
1807 27 Female US No 0 Engineering 655 45700 1940 26270
1808 28 Male US No 0 Other business 608 52500 1780 27230
1809 32 Male Japan No 0 Other business 668 43700 1460 45820
1810 34 Male US Yes 1 Other non-business 649 54800 1640 63740
1811 40 Male US Yes 2 Engineering 74800 2250 54760
1812 37 Male Europe Yes 2 Other business 676 54800 2260 51920
1813 38 Female US Yes 0 Engineering 684 62500 1800 50490
1814 29 Male US No 0 Other non-business 667 45000 1440 0
1815 26 Female Japan No 0 Engineering 624 37700 1100 42620
1816 39 Male US Yes 2 Marketing 81100 2350 48480
1817 39 Female Europe Yes 0 Other non-business 40900 1810 65760
1818 36 Male Japan Yes 2 Marketing 59100 2680 0
1819 32 Male India No 1 Other business 60000 1620 38530
1820 34 Female China No 0 Finance 749 71400 1690 5350
1821 33 Male US No 0 Marketing 706 53200 1520 25860
1822 40 Female US Yes 1 Marketing 755 51800 1570 65230
1823 36 Female US Yes 1 Marketing 757 59400 2750 43110
1824 35 Male US No 0 Marketing 71400 1770 33510
1825 27 Male US No 0 Other business 717 42200 2270 45740
1826 30 Female US No 0 Finance 69500 1840 11890
1827 26 Male US No 0 Other non-business 676 40600 1840 22920
1828 32 Female US No 0 Engineering 679 59200 1980 11360
1829 28 Male US No 0 Other non-business 650 44400 1340 20440
1830 33 Female US No 0 Other non-business 701 39600 1650 0
1831 28 Female US No 0 Other business 44500 1670 0
1832 31 Male US No 0 Other business 45600 2040 69430
1833 30 Female China Yes 0 Finance 689 39500 1660 67540
1834 29 Female China Yes 0 Finance 702 38800 1730 60100
1835 39 Female US No 0 Finance 711 74700 1380 21900
1836 27 Female US Yes 1 Engineering 764 54500 1700 47210
1837 30 Male US No 0 Finance 52500 1480 24020
1838 33 Male US No 0 Engineering 706 45400 1630 0
1839 34 Male US No 0 Other business 50300 1400 0
1840 26 Male US No 0 Engineering 773 61100 2270 26160
1841 29 Male US No 0 Other non-business 731 43400 1290 12670
1842 31 Female US No 0 Engineering 765 74900 1750 2060
1843 40 Male US Yes 2 Other non-business 695 75000 2570 62710
1844 35 Male US No 0 Engineering 72400 2110 24650
1845 35 Male Other No 0 Marketing 647 47900 1980 44320
1846 32 Male Europe No 0 Other non-business 726 42200 1090 46110
1847 31 Male US No 0 Marketing 53200 1410 9200
1848 35 Male US No 0 Engineering 71900 1530 22560
1849 35 Male US No 0 Marketing 736 67100 2170 18710
1850 34 Female US Yes 1 Other business 50700 2450 66860
1851 38 Female US Yes 0 Finance 60100 1390 0
1852 37 Male US Yes 1 Marketing 771 63500 1490 47850
1853 34 Male US No 0 Other business 623 55700 2170 44710
1854 33 Male Other No 0 Engineering 694 48400 1370 17520
1855 33 Female US No 0 Finance 779 75100 1280 7920
1856 30 Male India No 0 Other business 723 46400 2070 42440
1857 29 Male US No 0 Marketing 45600 1260 33010
1858 30 Male US No 1 Marketing 60200 2730 57220
1859 32 Female US No 0 Engineering 720 45800 1480 34630
1860 41 Female US Yes 1 Finance 651 76500 1940 0
1861 29 Male US No 0 Marketing 63400 1900 23590
1862 32 Male US No 0 Engineering 730 74200 1530 11320
1863 37 Female Japan No 0 Other business 37900 1280 0
1864 39 Female US Yes 0 Marketing 631 60800 1850 38090
1865 34 Male US Yes 2 Marketing 673 56600 1850 54800
1866 34 Male US No 0 Finance 648 75900 1450 36590
1867 35 Male US Yes 1 Other business 676 63600 2520 0
1868 36 Female China Yes 0 Engineering 49500 1570 31870
1869 28 Male China No 0 Engineering 714 57700 1990 0
1870 29 Male US No 0 Marketing 53600 1280 35110
1871 32 Male US Yes 0 Other non-business 749 40000 1610 55450
1872 28 Male US No 1 Marketing 733 70400 1770 18550
1873 36 Female US Yes 0 Finance 54900 1550 0
1874 28 Female US No 0 Engineering 686 35300 1190 0
1875 39 Female US No 0 Marketing 671 60600 1400 0
1876 28 Female Other No 0 Finance 712 43000 1240 35470
1877 33 Female US No 0 Marketing 675 53000 2380 25320
1878 32 Male US No 0 Other business 741 60800 1480 11510
1879 37 Female US No 1 Finance 68400 1470 29330
1880 29 Female India No 0 Finance 675 43600 1270 18350
1881 34 Male US No 0 Other business 49600 1710 25130
1882 30 Female US No 0 Marketing 771 51500 1800 26140
1883 30 Male US No 0 Other business 704 47000 1890 40470
1884 31 Male US No 1 Engineering 81800 2430 0
1885 33 Male South America Yes 0 Engineering 663 47200 1620 53950
1886 32 Male China Yes 0 Finance 66300 1500 29080
1887 33 Male Japan No 1 Finance 660 66700 1650 0
1888 33 Female US No 0 Finance 713 65200 2020 21420
1889 30 Female US No 0 Finance 745 49300 1650 20530
1890 34 Male US No 0 Finance 702 58100 2120 43200
1891 33 Female US Yes 2 Finance 715 79100 2880 16290
1892 35 Male US No 0 Engineering 723 69900 1270 47450
1893 38 Male US Yes 0 Marketing 762 70300 1740 26870
1894 31 Female US No 0 Marketing 664 49800 1500 54680
1895 32 Female US Yes 0 Other non-business 38100 1620 66330
1896 28 Female US No 0 Engineering 697 48800 1970 44000
1897 40 Female US No 0 Finance 69100 2130 42230
1898 37 Male US No 1 Marketing 677 64900 2590 49870
1899 38 Male China Yes 0 Finance 721 73100 1690 30920
1900 38 Female US No 0 Marketing 732 61200 1660 52740
1901 31 Male US No 0 Other non-business 60700 2580 24690
1902 29 Female India No 0 Engineering 657 47100 1670 36320
1903 38 Male India No 0 Finance 732 73300 2250 16790
1904 28 Female US No 0 Engineering 748 61800 1830 1550
1905 30 Female India No 0 Engineering 44300 1150 0
1906 34 Male India No 0 Marketing 652 47600 1920 0
1907 29 Male US No 0 Marketing 695 71500 1920 24490
1908 39 Male US Yes 1 Other non-business 737 60700 1280 46490
1909 34 Male US No 0 Other non-business 54200 2100 48280
1910 30 Female Japan No 0 Engineering 706 44100 1960 0
1911 36 Male China Yes 2 Engineering 704 74700 1620 54400
1912 27 Male US No 0 Other business 44800 1860 0
1913 28 Female US Yes 1 Finance 65000 2440 0
1914 31 Male US No 0 Marketing 780 46100 1180 46450
1915 30 Male US No 0 Engineering 709 55400 1420 47560
1916 36 Male US No 0 Marketing 76800 2540 25580
1917 27 Female US No 0 Other business 38100 1260 34070
1918 29 Male US No 0 Other non-business 681 42400 1530 47820
1919 31 Male US No 0 Marketing 66800 1570 28250
1920 27 Male US Yes 1 Finance 715 74100 2420 25830
1921 39 Female US No 0 Finance 760 59900 2050 0
1922 38 Female China No 1 Finance 700 58000 1520 51260
1923 30 Female Europe No 1 Engineering 72400 2050 15420
1924 35 Male US Yes 1 Other non-business 45000 2000 71350
1925 30 Female Japan Yes 1 Marketing 627 43500 1880 47530
1926 35 Male US No 0 Other non-business 56600 1640 0
1927 39 Female US No 0 Finance 710 69100 1860 24850
1928 32 Male India No 0 Other business 753 53400 1320 0
1929 29 Female US No 0 Finance 710 48400 1360 37350
1930 39 Female US Yes 1 Finance 690 70500 1580 46830
1931 30 Female China No 0 Other business 697 43500 1500 29040
1932 39 Male US No 0 Other business 750 70700 1780 36040
1933 28 Female US No 0 Other business 670 40700 1360 26620
1934 38 Female Japan No 0 Marketing 622 50600 2260 48600
1935 28 Female US No 0 Finance 676 44700 1250 0
1936 30 Female Japan No 0 Marketing 699 36700 1730 69840
1937 28 Male US No 0 Other non-business 684 41600 1530 0
1938 39 Male US No 0 Marketing 707 66000 1560 28850
1939 36 Male US No 0 Marketing 653 70200 2690 33040
1940 31 Female US No 0 Marketing 52900 1660 0
1941 28 Female US No 0 Finance 627 44800 1330 0
1942 36 Male US No 0 Marketing 715 72400 1790 13950
1943 26 Female US No 0 Marketing 664 51700 1680 22880
1944 32 Male US No 0 Finance 677 75900 2140 0
1945 30 Male US No 0 Marketing 619 52600 1410 52030
1946 33 Male US Yes 1 Other business 689 60800 2130 47000
1947 30 Male US No 0 Other non-business 55000 1370 24780
1948 28 Female US No 0 Other business 673 41500 1340 42450
1949 40 Female US Yes 1 Other business 673 53700 2700 64470
1950 29 Female US No 0 Other non-business 41100 2190 24000
1951 30 Male India No 0 Other non-business 42000 1390 59330
1952 30 Male US No 0 Other non-business 681 45500 1540 39330
1953 33 Male US No 0 Marketing 59000 1390 21840
1954 35 Female US No 0 Finance 679 70600 2320 29350
1955 35 Female US No 0 Engineering 742 45900 1310 31130
1956 37 Female US No 1 Other non-business 735 47700 2230 67780
1957 27 Male US No 1 Finance 88100 2280 18240
1958 27 Female US No 0 Marketing 750 41300 1420 21540
1959 34 Female US No 0 Finance 60400 2310 20770
1960 36 Female US Yes 1 Finance 698 78500 1700 27720
1961 35 Female Japan No 0 Other business 36800 1140 42360
1962 35 Male US No 0 Marketing 57900 1710 25750
1963 30 Female US Yes 1 Engineering 50800 2240 57900
1964 36 Male US No 0 Engineering 64500 1160 14180
1965 28 Male US No 0 Other business 673 46900 1560 53050
1966 30 Female Other No 0 Engineering 688 41700 1170 20990
1967 36 Male US Yes 2 Engineering 662 83500 2760 45400
1968 32 Female US Yes 0 Finance 771 80000 1970 16370
1969 40 Male US Yes 0 Engineering 80100 1530 0
1970 32 Male US No 0 Other non-business 739 50500 1350 36690
1971 32 Female US No 0 Finance 69200 1190 0
1972 31 Female US No 0 Marketing 740 46000 1720 30600
1973 30 Male US No 0 Engineering 688 44400 1350 51540
1974 30 Male US Yes 0 Other non-business 716 40300 1900 64090
1975 33 Female China No 0 Other non-business 693 37000 1760 62490
1976 40 Male US Yes 0 Finance 75000 1520 32040
1977 37 Male US No 0 Marketing 773 67500 1900 0
1978 29 Female US No 0 Marketing 678 41700 2060 18950
1979 31 Female US No 0 Marketing 733 42800 1370 40390
1980 30 Male US No 0 Marketing 68200 1150 13790
1981 34 Female US Yes 0 Engineering 731 54100 1510 33880
1982 31 Male China Yes 1 Other non-business 43600 1980 63990
1983 32 Male US No 0 Other business 56600 1640 0
1984 39 Male US No 0 Other non-business 706 47900 2130 45310
1985 35 Female India No 0 Finance 717 62800 1200 15900
1986 29 Male US No 0 Engineering 735 76800 2410 13340
1987 31 Male China No 0 Marketing 690 46300 1460 26530
1988 30 Male US Yes 0 Other business 673 57200 2470 42240
1989 39 Male India Yes 1 Marketing 694 72800 2240 0
1990 34 Female US No 0 Engineering 65200 2010 27130
1991 33 Male US Yes 0 Marketing 733 66700 2030 44300
1992 32 Male US No 0 Other business 47400 1560 48350
1993 33 Male US No 0 Other non-business 677 54300 2150 0
1994 37 Male US Yes 0 Other non-business 667 45000 2130 75260
1995 32 Female US Yes 0 Other non-business 729 42500 2340 43500

#3

Electric Utility Stock Price Return Average Equity Annual Dividend Rate
1 $23 13.7 2.36
2 $34 12.8 3.12
3 $20 6.9 2.48
4 $24 12.7 2.36
5 $20 15.3 1.92
6 $13 13.3 1.60
7 $33 14.6 3.08
8 $15 15.8 1.52
9 $26 12.0 2.72
10 $25 15.3 2.56
11 $26 15.2 2.80
12 $20 13.7 1.92
13 $28 15.4 2.92
14 $25 15.2 2.60
15 $30 17.3 2.76
16 $20 13.9 2.14