,wage,hours,IQ,KWW,educ,exper,tenure,age,married,black,south,urban,sibs,brthord,
ID: 3368659 • Letter: #
Question
,wage,hours,IQ,KWW,educ,exper,tenure,age,married,black,south,urban,sibs,brthord,meduc,feduc,lwage
0,769,40,93,35,12,11,2,31,1,0,0,1,1,2.0,8.0,8.0,6.645091
1,808,50,119,41,18,11,16,37,1,0,0,1,1,,14.0,14.0,6.694562
2,825,40,108,46,14,11,9,33,1,0,0,1,1,2.0,14.0,14.0,6.7153835
3,650,40,96,32,12,13,7,32,1,0,0,1,4,3.0,12.0,12.0,6.4769726
4,562,40,74,27,11,14,5,34,1,0,0,1,10,6.0,6.0,11.0,6.331502
5,1400,40,116,43,16,14,2,35,1,1,0,1,1,2.0,8.0,,7.2442274
6,600,40,91,24,10,13,0,30,0,0,0,1,1,2.0,8.0,8.0,6.3969297
7,1081,40,114,50,18,8,14,38,1,0,0,1,2,3.0,8.0,,6.985642
8,1154,45,111,37,15,13,1,36,1,0,0,0,2,3.0,14.0,5.0,7.0509896
9,1000,40,95,44,12,16,16,36,1,0,0,1,1,1.0,12.0,11.0,6.9077554
10,930,43,132,44,18,8,13,38,1,0,0,0,1,1.0,13.0,14.0,6.8351846
11,921,38,102,45,14,9,11,33,1,0,0,0,1,2.0,16.0,,6.82546
12,900,45,125,40,15,4,3,30,0,0,0,0,2,,12.0,12.0,6.802395
13,1318,38,119,24,16,7,2,28,1,0,0,1,3,1.0,10.0,10.0,7.183871
14,1792,40,118,47,16,9,9,34,1,0,0,1,1,1.0,12.0,12.0,7.4910874
15,958,50,105,37,10,17,2,35,1,0,0,1,1,2.0,6.0,8.0,6.8648477
16,1360,45,109,39,15,6,9,36,1,0,0,1,3,3.0,12.0,10.0,7.21524
17,850,40,72,36,11,19,10,38,1,0,0,1,2,3.0,10.0,8.0,6.7452364
18,830,44,105,29,14,4,7,29,1,0,0,1,3,1.0,12.0,,6.7214255
19,471,44,101,34,12,13,7,31,1,0,0,1,3,2.0,8.0,,6.154858
20,1275,40,123,37,14,9,1,31,1,0,0,1,0,1.0,12.0,,7.1507015
21,1615,50,113,49,16,10,4,36,1,0,0,1,2,1.0,12.0,12.0,7.38709
22,873,65,95,36,12,14,3,38,1,0,0,1,5,1.0,10.0,10.0,6.7719355
23,2137,45,145,50,16,17,8,38,1,0,0,1,2,1.0,12.0,12.0,7.667158
24,1053,38,114,35,16,12,7,32,1,0,0,1,0,1.0,11.0,11.0,6.9593987
25,1602,60,124,32,16,8,9,29,1,0,0,1,3,1.0,16.0,16.0,7.3790083
26,1188,40,93,40,13,16,5,35,1,0,0,1,2,1.0,12.0,8.0,7.0800266
27,800,40,115,39,18,11,1,35,1,0,1,1,0,1.0,8.0,8.0,6.684612
28,1417,48,125,41,17,9,4,34,1,0,0,1,3,1.0,13.0,12.0,7.256297
29,635,40,128,35,18,8,13,36,0,0,0,1,2,1.0,16.0,16.0,6.453625
30,1000,40,103,40,12,17,2,34,1,0,0,1,1,1.0,8.0,,6.9077554
31,1424,50,98,41,14,15,4,35,1,0,0,1,1,1.0,12.0,12.0,7.261225
32,2668,75,108,41,13,12,2,32,1,0,1,1,1,2.0,12.0,12.0,7.8890843
33,666,75,129,40,18,8,12,38,1,0,0,0,2,1.0,18.0,18.0,6.50129
34,1779,40,132,42,17,8,9,32,1,0,0,1,1,1.0,17.0,14.0,7.4838066
35,782,40,92,24,13,9,10,31,1,0,0,1,3,3.0,8.0,,6.6618547
36,1572,35,108,39,14,7,5,28,1,1,0,1,1,,12.0,8.0,7.360104
37,1274,40,106,35,13,11,12,31,1,0,0,1,0,1.0,15.0,12.0,7.1499166
38,714,35,105,37,16,9,2,29,1,0,0,1,1,2.0,13.0,12.0,6.570883
39,1081,40,123,46,18,11,7,36,1,0,0,0,1,1.0,12.0,12.0,6.985642
40,692,40,108,48,12,21,11,38,1,0,0,1,3,1.0,8.0,7.0,6.539586
41,1318,38,122,47,17,10,9,33,1,0,0,1,1,,12.0,8.0,7.183871
42,1239,45,109,44,12,16,4,38,1,0,0,1,3,3.0,12.0,,7.12206
43,1027,27,100,40,13,12,15,38,1,0,0,1,3,3.0,10.0,9.0,6.934397
44,1748,55,125,50,18,12,12,34,1,0,0,1,1,2.0,14.0,15.0,7.4662275
45,981,40,122,41,14,9,15,35,0,0,0,1,3,2.0,12.0,,6.8885727
46,770,40,105,34,17,7,11,30,1,0,0,1,3,1.0,12.0,12.0,6.6463904
47,1154,50,94,37,16,11,5,33,1,0,0,1,1,,12.0,12.0,7.0509896
48,1155,40,102,36,12,16,5,34,1,0,0,1,1,2.0,12.0,,7.0518556
49,808,60,109,47,13,14,12,38,1,0,0,1,2,2.0,12.0,10.0,6.694562
50,1100,40,105,45,12,22,14,38,1,0,0,1,1,1.0,12.0,12.0,7.0030656
51,1154,40,134,46,18,10,10,37,1,0,1,1,2,1.0,12.0,12.0,7.0509896
52,1749,40,108,32,12,13,9,29,0,0,0,1,7,1.0,12.0,9.0,7.4667993
53,1000,50,104,36,16,11,8,30,1,0,0,1,1,1.0,12.0,11.0,6.9077554
54,462,40,112,35,12,11,1,29,1,0,0,1,8,3.0,12.0,,6.135565
55,769,55,120,49,18,8,12,32,0,0,0,1,1,1.0,11.0,8.0,6.645091
56,875,50,124,40,16,9,3,31,0,0,0,0,2,2.0,17.0,16.0,6.774224
57,1375,40,103,34,12,12,7,29,1,0,0,1,4,2.0,12.0,10.0,7.226209
58,1452,45,115,45,17,1,7,30,1,0,0,1,3,1.0,12.0,14.0,7.2806973
59,800,40,96,33,12,17,12,35,1,0,0,1,1,2.0,6.0,8.0,6.684612
60,1748,55,123,48,17,10,7,36,1,0,0,1,1,1.0,12.0,12.0,7.4662275
61,1151,40,98,34,12,12,12,29,1,0,0,1,3,4.0,12.0,8.0,7.0483866
62,840,50,96,34,12,18,13,35,1,0,0,1,2,1.0,12.0,8.0,6.733402
63,978,45,89,47,12,17,2,38,1,0,0,1,0,1.0,12.0,,6.8855095
64,963,40,109,43,12,15,15,37,0,0,0,0,5,,,7.0,6.8700533
65,619,42,93,20,12,10,10,28,0,0,0,1,8,,9.0,11.0,6.4281054
66,442,60,82,32,12,12,0,33,1,0,0,1,2,3.0,12.0,9.0,6.09131
67,600,40,120,45,15,12,1,38,1,0,0,0,3,4.0,12.0,,6.3969297
68,1366,38,122,38,12,15,15,32,1,0,0,1,1,2.0,12.0,,7.219642
69,1643,48,117,48,18,8,2,33,1,0,0,1,2,2.0,12.0,18.0,7.404279
70,1455,40,109,44,16,8,13,36,1,0,0,1,1,2.0,8.0,8.0,7.282761
71,2310,40,114,55,18,12,7,38,1,0,0,1,2,,12.0,16.0,7.7450027
72,1682,45,126,40,16,10,11,31,1,0,0,1,1,1.0,12.0,16.0,7.4277387
73,1235,40,82,45,12,10,2,33,1,0,0,1,1,1.0,11.0,11.0,7.1188264
74,855,45,119,45,16,11,4,32,1,0,0,1,3,1.0,12.0,9.0,6.7511015
75,1072,42,104,37,16,6,8,35,1,0,0,1,2,2.0,12.0,6.0,6.9772816
76,1040,40,115,49,15,8,15,35,1,0,0,1,3,4.0,,11.0,6.946976
77,1000,50,97,45,12,17,15,36,1,0,0,1,1,2.0,12.0,12.0,6.9077554
78,675,40,105,27,15,8,2,31,1,0,0,0,3,,14.0,12.0,6.514713
79,1100,37,100,32,12,14,1,30,1,0,0,1,1,2.0,7.0,7.0,7.0030656
80,996,50,114,41,12,5,14,31,1,0,0,1,2,1.0,12.0,10.0,6.903747
81,732,40,73,28,10,17,5,36,1,0,0,1,5,6.0,,,6.5957804
82,1200,40,96,48,11,15,3,37,1,0,0,1,4,3.0,8.0,8.0,7.090077
83,1694,30,113,30,15,9,8,29,0,0,0,1,3,1.0,12.0,16.0,7.434848
84,686,55,106,38,10,15,3,36,1,0,1,1,4,5.0,14.0,10.0,6.5308776
85,754,40,104,37,13,9,5,32,1,0,0,1,1,2.0,8.0,,6.6253924
86,857,35,80,39,10,14,15,33,1,0,0,1,2,1.0,,12.0,6.753438
87,832,50,104,30,13,4,2,30,1,0,0,1,1,2.0,12.0,8.0,6.7238326
88,579,44,122,36,13,8,1,30,1,0,0,0,4,1.0,16.0,16.0,6.3613024
89,672,61,96,38,12,13,3,34,1,0,0,1,2,,12.0,13.0,6.510258
90,2500,40,95,51,15,12,9,36,1,0,0,1,3,1.0,16.0,16.0,7.824046
91,1076,45,105,24,12,5,8,31,0,0,0,1,1,1.0,16.0,17.0,6.9810057
92,750,40,94,18,12,16,3,37,1,1,0,1,7,3.0,8.0,8.0,6.6200733
93,1186,30,91,41,17,8,9,33,1,0,0,1,1,1.0,12.0,14.0,7.0783415
94,833,48,96,37,16,9,7,31,1,0,0,1,4,4.0,12.0,14.0,6.7250338
95,650,40,69,37,12,14,11,30,1,1,0,1,3,4.0,10.0,9.0,6.4769726
96,1250,46,110,37,12,5,16,38,1,0,0,0,1,1.0,,12.0,7.130899
97,1122,48,111,44,15,12,9,31,1,0,0,1,3,1.0,9.0,12.0,7.022868
98,865,40,110,35,16,1,11,31,1,0,0,1,3,1.0,9.0,12.0,6.7627296
99,808,40,97,37,16,10,7,29,1,0,0,1,3,3.0,9.0,12.0,6.694562
100,1299,60,125,44,18,6,12,35,0,0,0,1,1,2.0,8.0,8.0,7.16935
101,903,40,91,39,12,6,12,36,1,0,0,1,5,4.0,9.0,10.0,6.8057227
102,900,40,86,28,12,17,15,37,1,0,0,1,5,3.0,8.0,10.0,6.802395
103,625,40,110,32,12,18,0,35,1,0,0,1,4,1.0,9.0,8.0,6.437752
104,1586,40,92,47,14,16,1,36,1,0,1,1,4,4.0,12.0,,7.3689704
105,962,40,85,41,10,15,16,38,1,0,0,1,1,2.0,9.0,12.0,6.8690143
106,1539,45,120,36,17,7,8,34,1,0,0,1,1,1.0,8.0,8.0,7.338888
107,1110,52,106,42,12,11,6,33,1,0,0,0,5,2.0,12.0,12.0,7.0121155
108,1282,45,112,41,16,6,6,31,0,0,1,1,2,2.0,12.0,12.0,7.1561766
109,770,48,91,39,12,13,2,38,1,0,0,1,1,2.0,10.0,8.0,6.6463904
110,1000,45,90,42,12,16,0,38,1,0,0,1,6,3.0,10.0,12.0,6.9077554
111,895,40,86,39,9,17,16,38,1,1,0,0,2,,,12.0,6.7968235
112,1205,40,86,32,10,13,0,32,1,1,0,1,5,5.0,8.0,,7.094235
113,750,40,113,27,12,11,10,29,1,0,0,0,1,,12.0,12.0,6.6200733
114,654,50,111,51,13,5,16,38,1,0,0,1,3,3.0,12.0,9.0,6.4831076
115,601,48,111,30,12,15,3,33,1,0,0,1,0,1.0,12.0,12.0,6.398595
116,600,40,106,32,13,10,11,28,1,0,0,1,6,,8.0,7.0,6.3969297
117,433,40,98,28,12,11,10,30,0,0,0,1,1,1.0,12.0,11.0,6.070738
118,1188,40,105,28,12,11,7,30,1,0,0,1,3,1.0,12.0,10.0,7.0800266
119,635,40,105,29,12,15,15,33,1,0,0,0,2,2.0,10.0,,6.453625
120,1225,40,118,44,13,9,14,32,1,0,0,1,0,1.0,12.0,9.0,7.1106963
121,1151,45,90,38,12,19,19,36,1,0,0,1,1,1.0,12.0,8.0,7.0483866
122,865,40,95,34,12,15,11,32,0,0,0,1,3,1.0,9.0,8.0,6.7627296
123,1031,40,112,24,14,9,5,29,1,0,0,1,4,2.0,12.0,12.0,6.9382844
124,1049,55,120,39,12,9,11,32,1,0,0,1,3,2.0,12.0,10.0,6.9555926
125,1000,45,123,41,12,12,1,29,1,0,0,1,3,3.0,12.0,10.0,6.9077554
126,1105,40,103,32,13,10,11,30,1,0,0,1,1,1.0,16.0,15.0,7.007601
127,1924,50,121,40,18,11,7,35,1,0,0,1,3,1.0,16.0,18.0,7.5621614
128,1346,40,90,44,16,9,16,38,1,0,0,1,1,1.0,12.0,12.0,7.2048926
129,809,65,125,32,12,11,10,29,1,0,0,1,0,1.0,12.0,12.0,6.695799
130,1495,45,109,34,18,10,3,32,1,0,0,1,3,1.0,9.0,8.0,7.3098817
131,1346,50,128,46,16,10,1,33,0,0,0,0,3,1.0,10.0,9.0,7.2048926
132,1200,40,97,35,12,10,4,31,1,0,0,1,3,1.0,12.0,12.0,7.090077
133,500,40,96,35,12,6,0,33,1,0,1,1,4,4.0,12.0,12.0,6.214608
134,1325,45,97,44,12,12,5,28,1,0,0,1,1,2.0,12.0,8.0,7.189168
135,900,40,78,21,12,16,5,33,1,1,0,1,4,1.0,7.0,6.0,6.802395
136,800,40,112,39,12,15,3,34,1,0,0,1,6,4.0,7.0,,6.684612
137,800,40,88,32,12,16,7,38,1,0,0,1,3,2.0,2.0,5.0,6.684612
138,1034,40,97,39,12,15,16,36,1,0,0,1,14,10.0,14.0,11.0,6.9411902
139,980,40,101,41,12,4,12,36,1,0,0,1,1,,6.0,9.0,6.8875527
140,884,40,106,42,10,19,12,34,1,0,0,1,2,1.0,7.0,10.0,6.784457
141,480,40,59,28,10,11,5,34,0,0,0,1,0,1.0,8.0,6.0,6.173786
142,923,40,105,54,18,7,14,34,1,0,0,1,1,1.0,12.0,12.0,6.827629
143,513,45,119,30,17,8,5,31,0,0,0,1,1,1.0,12.0,8.0,6.240276
144,1105,40,93,36,11,17,16,37,0,0,0,1,2,2.0,8.0,8.0,7.007601
145,1193,50,82,38,12,19,10,36,1,0,1,1,0,1.0,12.0,,7.0842266
146,2771,50,134,45,18,6,7,34,1,0,0,1,4,3.0,16.0,16.0,7.9269633
147,779,40,84,29,12,9,6,30,1,0,0,1,0,1.0,8.0,12.0,6.658011
148,950,60,98,36,11,13,6,31,1,0,0,1,2,1.0,12.0,12.0,6.856462
149,1394,40,118,41,16,11,8,30,1,0,0,0,2,1.0,13.0,12.0,7.2399325
150,1495,45,113,50,17,13,9,33,1,0,0,1,3,3.0,12.0,8.0,7.3098817
151,650,40,100,18,12,4,3,28,1,0,0,1,6,2.0,9.0,11.0,6.4769726
152,670,40,93,27,13,9,5,29,1,0,0,1,2,,12.0,12.0,6.5072775
153,1126,40,119,30,16,5,8,32,1,0,0,1,1,1.0,12.0,10.0,7.026427
154,450,64,67,19,12,11,1,33,0,1,0,1,6,1.0,11.0,4.0,6.1092477
155,1028,40,111,28,12,19,12,37,1,1,1,1,3,4.0,12.0,,6.9353704
156,2404,50,106,38,15,8,0,32,1,0,0,1,2,1.0,12.0,12.0,7.784889
157,1899,40,127,49,18,9,14,36,0,0,0,1,0,1.0,10.0,,7.5490828
158,757,40,113,35,16,10,9,33,1,0,0,1,2,1.0,12.0,12.0,6.629363
159,1250,40,115,36,14,9,1,29,1,0,0,1,2,2.0,12.0,12.0,7.130899
160,1162,48,102,40,16,8,11,31,1,0,0,1,3,2.0,12.0,,7.057898
161,1025,40,85,29,15,9,13,29,1,1,0,1,6,1.0,14.0,12.0,6.932448
162,1100,50,117,51,16,11,12,32,1,0,0,0,0,1.0,12.0,10.0,7.0030656
163,714,35,125,34,16,7,5,28,1,0,0,1,4,1.0,10.0,10.0,6.570883
164,1318,35,118,47,16,16,17,37,1,0,0,0,1,1.0,8.0,12.0,7.183871
165,1411,45,121,40,18,14,3,38,1,0,0,1,3,2.0,12.0,16.0,7.2520537
166,2162,40,115,51,17,4,4,38,1,0,0,1,1,1.0,12.0,12.0,7.678789
167,1273,55,120,44,14,11,16,36,1,0,0,0,1,1.0,12.0,,7.149132
168,1140,48,109,43,12,16,15,35,1,0,0,1,2,2.0,11.0,6.0,7.0387836
169,578,40,109,28,13,7,4,30,0,0,0,1,1,,12.0,11.0,6.359574
170,942,40,85,36,12,7,10,38,1,0,0,1,4,5.0,,,6.8480053
171,1058,40,85,50,12,17,8,38,1,0,0,0,4,1.0,12.0,,6.9641356
172,750,40,106,32,14,9,9,29,1,0,0,1,1,2.0,11.0,10.0,6.6200733
173,1000,60,101,30,12,11,6,30,1,0,0,1,3,1.0,10.0,10.0,6.9077554
174,951,60,116,40,12,9,7,30,1,0,0,1,4,5.0,12.0,9.0,6.857514
175,635,47,91,24,12,13,2,31,1,0,0,1,2,2.0,7.0,7.0,6.453625
176,1250,40,91,28,12,13,1,34,1,0,0,1,3,1.0,11.0,5.0,7.130899
177,675,40,110,34,12,6,15,34,1,0,0,1,2,1.0,7.0,,6.514713
178,400,40,75,33,12,11,6,32,1,0,0,1,4,,7.0,12.0,5.9914646
179,577,50,94,17,12,9,8,29,1,0,0,1,2,,12.0,8.0,6.3578424
180,590,40,109,27,13,10,7,29,1,0,0,0,2,2.0,12.0,12.0,6.3801227
181,923,50,122,38,16,10,10,31,1,0,0,0,1,2.0,8.0,8.0,6.827629
182,1250,50,102,26,12,6,2,32,0,0,0,1,4,2.0,11.0,8.0,7.130899
183,1100,40,122,38,14,11,8,33,1,0,0,1,2,3.0,8.0,10.0,7.0030656
184,1130,50,105,38,12,18,2,37,1,0,0,1,4,2.0,10.0,10.0,7.029973
185,652,50,113,37,12,14,4,36,0,0,0,1,1,2.0,9.0,9.0,6.4800444
186,618,42,104,34,12,6,2,30,1,0,0,1,3,2.0,8.0,12.0,6.4264884
187,962,50,124,43,16,7,14,34,1,0,0,1,2,2.0,9.0,11.0,6.8690143
188,529,40,110,31,13,14,11,32,1,0,0,0,1,1.0,12.0,8.0,6.2709885
189,817,40,95,37,12,16,14,33,1,0,0,0,2,1.0,12.0,12.0,6.705639
190,962,40,120,39,16,8,9,32,1,0,0,0,0,1.0,18.0,,6.8690143
191,840,40,105,39,12,19,15,38,1,0,0,0,3,1.0,12.0,8.0,6.733402
192,866,40,121,30,16,7,4,28,1,0,0,0,1,,12.0,12.0,6.763885
193,2404,50,96,42,14,1,1,36,1,0,0,1,5,5.0,8.0,10.0,7.784889
194,1126,40,110,26,12,16,2,32,1,0,0,1,6,1.0,9.0,12.0,7.026427
195,1160,40,92,32,12,8,8,31,1,0,0,0,4,1.0,12.0,11.0,7.056175
196,723,40,98,34,12,15,5,38,1,0,0,1,1,1.0,9.0,,6.5834093
197,1778,40,109,43,16,14,13,36,1,0,0,1,0,1.0,11.0,12.0,7.4832444
198,1903,48,118,44,18,13,5,36,1,0,0,0,0,1.0,11.0,11.0,7.551187
199,1010,40,97,42,18,7,14,34,1,0,0,1,4,5.0,14.0,,6.9177055
200,971,40,95,42,17,5,11,37,1,0,0,1,1,2.0,16.0,8.0,6.8783264
201,525,40,99,40,12,9,2,34,1,0,0,1,2,1.0,10.0,8.0,6.263398
202,525,40,106,31,12,12,13,30,1,0,0,0,1,1.0,10.0,12.0,6.263398
203,670,45,117,33,12,10,3,30,1,0,0,0,5,2.0,12.0,,6.5072775
204,500,45,90,47,12,19,4,37,1,0,0,0,0,1.0,12.0,6.0,6.214608
205,1058,45,98,45,14,14,15,34,1,0,0,0,2,3.0,,,6.9641356
206,550,46,95,44,12,18,15,35,1,0,0,1,1,1.0,12.0,11.0,6.3099184
207,500,45,115,43,12,14,1,32,1,0,0,1,1,2.0,12.0,11.0,6.214608
208,727,55,106,40,15,10,5,31,0,0,0,1,1,,12.0,12.0,6.5889263
209,865,40,114,26,12,6,8,30,1,0,0,0,2,3.0,8.0,8.0,6.7627296
210,1081,40,92,34,13,8,2,30,1,0,1,1,3,4.0,12.0,10.0,6.985642
211,1304,45,119,36,17,9,9,31,1,0,0,0,1,1.0,13.0,12.0,7.1731915
212,575,40,85,32,13,6,1,30,1,0,0,0,1,2.0,13.0,12.0,6.35437
213,623,45,98,34,16,7,1,30,1,0,0,0,3,1.0,12.0,12.0,6.4345465
214,515,45,114,30,13,8,10,28,1,0,0,0,3,2.0,12.0,12.0,6.244167
215,1273,55,84,42,18,14,4,37,1,0,0,1,1,1.0,8.0,12.0,7.149132
216,990,40,108,42,13,13,9,33,1,0,0,0,4,1.0,16.0,16.0,6.897705
217,600,40,107,32,12,16,6,33,1,0,0,0,5,6.0,8.0,4.0,6.3969297
218,1160,40,84,35,12,17,2,38,1,0,0,0,4,2.0,16.0,12.0,7.056175
219,500,55,86,22,12,11,9,29,1,0,0,0,5,5.0,10.0,12.0,6.214608
220,795,45,88,27,12,17,18,35,1,0,0,0,2,2.0,10.0,12.0,6.6783423
221,500,50,97,34,11,20,3,37,1,0,0,0,2,1.0,,,6.214608
222,740,50,84,31,10,23,13,38,1,0,0,0,5,1.0,,9.0,6.6066504
223,1250,40,117,45,16,10,7,33,1,0,0,1,1,1.0,12.0,14.0,7.130899
224,1014,55,110,42,16,13,9,30,0,0,0,1,1,2.0,12.0,14.0,6.921658
225,1250,32,104,32,13,13,3,33,1,0,0,1,3,3.0,9.0,,7.130899
226,913,40,110,26,14,4,13,29,1,0,0,1,3,4.0,9.0,,6.8167357
227,1346,40,99,33,16,9,8,30,1,0,0,1,2,,11.0,12.0,7.2048926
228,445,40,80,31,10,19,0,38,1,0,0,0,5,5.0,,,6.0980744
229,265,40,101,43,12,18,2,37,1,0,0,1,1,2.0,,,5.57973
230,1250,40,117,31,14,7,1,28,1,0,0,1,1,2.0,12.0,12.0,7.130899
231,1607,56,108,41,13,7,9,36,1,0,0,1,2,1.0,,,7.3821244
232,1452,35,69,33,16,12,15,38,1,1,0,1,7,6.0,10.0,10.0,7.2806973
233,1391,50,109,38,12,14,8,32,1,1,1,1,1,2.0,11.0,9.0,7.237778
234,821,45,85,39,16,8,2,32,1,0,0,1,5,6.0,8.0,8.0,6.710523
235,794,40,114,36,16,9,7,29,1,0,0,1,1,2.0,11.0,9.0,6.6770835
236,500,30,90,46,13,10,1,38,1,0,0,0,4,3.0,,,6.214608
237,520,50,107,30,18,6,3,29,1,0,0,0,10,1.0,12.0,14.0,6.253829
238,1730,50,117,41,18,12,12,37,1,0,0,1,1,2.0,12.0,8.0,7.455877
239,1924,50,112,47,18,9,10,38,1,0,0,1,6,1.0,16.0,18.0,7.5621614
240,1155,60,106,46,18,10,2,37,1,0,0,1,3,3.0,14.0,18.0,7.0518556
241,2162,40,116,38,15,9,4,31,1,0,0,1,2,1.0,12.0,17.0,7.678789
242,923,50,123,44,14,8,7,31,1,0,0,1,1,2.0,8.0,,6.827629
243,1115,40,118,40,16,12,13,33,1,0,0,1,1,1.0,8.0,,7.0166097
244,449,36,91,20,12,7,2,30,0,0,0,1,1,,,,6.107023
245,1500,40,103,29,12,10,11,34,1,0,0,1,2,3.0,12.0,7.0,7.3132205
246,826,40,114,40,14,20,3,37,1,0,0,1,4,4.0,8.0,6.0,6.7165947
247,937,40,102,36,12,16,8,35,1,0,0,1,3,2.0,12.0,6.0,6.8426833
248,978,48,104,36,12,19,15,36,1,0,0,1,5,6.0,6.0,,6.8855095
249,1031,40,112,43,14,14,12,33,0,0,0,1,6,6.0,14.0,12.0,6.9382844
250,1272,40,107,39,12,10,1,30,1,0,0,1,4,3.0,12.0,12.0,7.148346
251,1136,50,117,36,14,16,12,34,1,0,1,1,2,3.0,12.0,12.0,7.035269
252,800,45,110,36,12,19,12,36,1,0,0,1,7,8.0,,,6.684612
253,1339,38,96,42,12,8,9,33,1,0,0,1,0,1.0,12.0,11.0,7.1996784
254,1063,40,90,38,12,14,12,32,1,1,0,1,2,2.0,8.0,12.0,6.9688506
255,935,44,97,27,12,10,6,29,1,0,0,1,2,2.0,8.0,7.0,6.8405466
256,808,40,99,40,12,18,13,38,1,1,0,1,0,1.0,9.0,8.0,6.694562
257,375,40,99,29,10,12,2,30,1,0,1,0,3,2.0,8.0,5.0,5.926926
258,537,40,97,32,12,14,8,31,0,1,0,1,2,1.0,11.0,,6.285998
259,1082,55,95,40,12,11,4,29,1,1,0,1,2,2.0,11.0,,6.9865665
260,930,40,126,44,14,10,1,31,0,0,0,1,3,,8.0,,6.8351846
261,1155,40,109,49,17,13,4,38,1,0,0,0,3,3.0,12.0,8.0,7.0518556
262,548,40,86,22,11,7,0,33,1,1,0,1,5,2.0,11.0,,6.3062754
263,622,45,119,48,16,12,1,33,1,0,0,1,0,1.0,12.0,12.0,6.43294
264,841,40,102,38,16,10,1,29,1,0,0,1,3,1.0,12.0,12.0,6.7345915
265,769,55,105,45,18,7,15,38,0,0,0,1,2,3.0,9.0,5.0,6.645091
266,587,38,117,40,17,8,5,29,1,0,0,0,3,3.0,12.0,,6.375025
267,1924,45,112,40,16,17,18,38,1,0,0,1,1,1.0,12.0,12.0,7.5621614
268,1058,40,89,28,12,7,3,29,1,0,0,1,2,,8.0,6.0,6.9641356
269,417,48,131,39,12,7,1,28,0,0,0,1,1,2.0,12.0,6.0,6.0330863
270,1202,48,114,28,16,6,6,28,1,0,0,1,3,3.0,16.0,16.0,7.091742
271,1154,40,98,35,14,18,2,37,1,0,0,1,1,,10.0,14.0,7.0509896
272,1070,40,124,41,13,4,9,32,1,0,0,1,0,1.0,,,6.975414
273,1202,40,125,30,14,10,11,29,1,0,0,1,2,3.0,12.0,12.0,7.091742
274,711,45,100,38,18,13,3,36,1,0,0,1,1,,10.0,16.0,6.5666723
275,1202,40,84,21,14,6,5,31,1,1,0,1,2,1.0,11.0,9.0,7.091742
276,850,43,113,26,12,7,3,28,1,0,0,1,1,2.0,8.0,12.0,6.7452364
277,1000,40,102,46,16,13,11,35,1,0,0,1,6,2.0,10.0,12.0,6.9077554
278,490,49,82,33,18,7,8,31,0,0,0,1,2,,12.0,9.0,6.1944056
279,1000,40,112,47,14,15,4,35,1,0,0,1,4,1.0,12.0,10.0,6.9077554
280,865,40,111,38,16,11,4,31,1,0,1,1,4,5.0,8.0,5.0,6.7627296
281,1375,40,96,24,13,3,3,30,1,0,0,1,3,1.0,11.0,8.0,7.226209
282,1586,40,127,48,16,16,12,37,1,0,0,1,4,4.0,16.0,16.0,7.3689704
283,1602,65,97,47,15,14,14,37,1,0,0,1,1,1.0,8.0,,7.3790083
284,3078,65,120,50,14,12,13,36,1,0,1,1,1,2.0,12.0,,8.032035
285,898,40,101,41,16,7,9,35,0,0,0,1,3,4.0,16.0,14.0,6.80017
286,906,40,120,40,14,16,2,37,1,0,0,1,5,1.0,12.0,12.0,6.809039
287,952,40,99,34,13,10,10,31,1,1,0,1,1,1.0,8.0,10.0,6.858565
288,571,40,78,33,13,10,1,29,0,1,0,1,5,5.0,8.0,9.0,6.347389
289,445,45,110,23,12,15,13,32,0,0,0,1,2,2.0,5.0,11.0,6.0980744
290,289,40,94,35,12,9,0,30,1,0,0,1,2,3.0,5.0,11.0,5.6664267
291,1444,40,120,50,16,12,15,37,1,0,0,1,1,2.0,17.0,13.0,7.275172
292,962,55,108,45,12,19,21,36,1,0,0,1,3,1.0,8.0,8.0,6.8690143
293,1075,40,103,31,12,17,10,33,1,0,0,1,13,3.0,11.0,11.0,6.980076
294,909,55,97,39,11,17,5,35,1,0,0,1,7,3.0,,,6.812345
295,1250,40,106,36,12,14,19,35,1,0,0,1,4,1.0,11.0,13.0,7.130899
296,620,40,99,22,11,10,5,29,1,1,0,1,11,5.0,,,6.4297194
297,1016,40,72,18,10,14,15,37,1,1,0,1,8,9.0,11.0,,6.923629
298,800,40,88,29,10,21,14,37,1,1,0,1,8,1.0,11.0,8.0,6.684612
299,1050,40,119,37,16,7,18,37,0,0,0,1,2,2.0,12.0,13.0,6.9565454
300,1079,50,87,33,12,18,9,36,1,0,0,1,5,5.0,8.0,,6.98379
301,654,50,121,49,17,12,13,34,1,0,0,1,1,2.0,11.0,12.0,6.4831076
302,781,50,112,33,12,8,10,30,1,0,0,1,2,2.0,12.0,8.0,6.660575
303,1038,48,103,36,15,8,2,36,1,0,1,0,2,1.0,12.0,15.0,6.945051
304,1924,50,99,48,16,16,14,37,1,0,0,1,0,1.0,16.0,18.0,7.5621614
305,1202,40,101,40,15,15,17,37,1,0,0,1,3,2.0,12.0,12.0,7.091742
306,666,70,117,34,15,8,2,32,1,0,0,1,0,1.0,,,6.50129
307,905,45,109,41,14,11,14,36,1,0,0,1,3,4.0,8.0,8.0,6.8079348
308,890,70,73,46,12,6,8,31,1,0,0,1,3,1.0,12.0,12.0,6.7912216
309,817,40,116,27,16,10,7,31,1,0,1,0,1,2.0,16.0,16.0,6.705639
310,812,40,98,42,12,10,2,29,0,0,0,1,3,2.0,12.0,12.0,6.6995006
311,577,60,104,43,14,6,2,30,1,0,1,1,2,3.0,14.0,12.0,6.3578424
312,756,40,78,29,14,9,2,31,1,0,0,1,2,2.0,12.0,12.0,6.6280413
313,1011,40,104,43,12,20,7,37,1,0,1,1,0,1.0,,,6.9186954
314,1155,45,85,39,12,14,1,34,1,0,0,1,2,1.0,12.0,12.0,7.0518556
315,1025,40,104,25,12,12,7,29,1,0,0,1,3,4.0,12.0,10.0,6.932448
316,1350,40,107,37,12,17,12,35,1,0,0,0,2,3.0,,,7.20786
317,1001,40,109,48,12,20,22,37,1,0,0,1,1,1.0,8.0,10.0,6.908755
318,796,48,119,31,13,16,15,37,1,1,0,1,7,1.0,11.0,,6.6795993
319,1230,50,96,33,13,11,12,30,1,0,0,1,3,2.0,10.0,11.0,7.1147695
320,754,40,93,31,12,13,1,30,1,0,0,1,5,,,,6.6253924
321,714,40,90,32,12,17,1,37,1,0,0,0,5,3.0,12.0,12.0,6.570883
322,1000,45,103,29,15,8,3,32,1,0,0,1,3,4.0,12.0,,6.9077554
323,2067,40,106,41,16,12,13,33,1,0,1,1,2,1.0,14.0,12.0,7.6338534
324,912,40,96,32,16,11,5,30,1,0,0,1,2,2.0,14.0,12.0,6.81564
325,600,40,114,39,12,8,5,30,1,0,1,1,6,3.0,8.0,8.0,6.3969297
326,951,40,86,33,11,13,1,31,1,0,0,1,3,4.0,9.0,,6.857514
327,711,45,110,38,16,8,5,32,1,0,1,1,3,2.0,13.0,12.0,6.5666723
328,1151,48,87,41,12,18,9,38,1,0,0,1,2,1.0,12.0,12.0,7.0483866
329,1000,40,89,31,12,9,5,28,1,0,0,1,2,3.0,13.0,12.0,6.9077554
330,841,44,106,40,12,15,10,31,1,0,0,1,5,6.0,8.0,,6.7345915
331,400,70,100,43,12,12,3,32,1,0,0,1,3,2.0,5.0,8.0,5.9914646
332,1175,45,111,38,12,17,14,34,1,0,0,1,0,1.0,16.0,4.0,7.0690236
333,1202,40,100,40,12,18,2,37,1,0,0,1,0,1.0,12.0,12.0,7.091742
334,1442,40,114,38,12,16,17,33,1,0,0,1,2,3.0,12.0,10.0,7.2737865
335,538,55,98,45,18,5,1,34,1,0,0,1,2,2.0,13.0,,6.2878585
336,781,40,89,24,11,13,10,30,1,0,0,1,3,1.0,9.0,8.0,6.660575
337,750,60,74,23,10,13,9,30,1,0,0,1,4,2.0,11.0,9.0,6.6200733
338,841,48,110,37,18,13,1,37,0,1,0,1,1,1.0,12.0,12.0,6.7345915
339,700,50,130,29,13,14,1,38,1,0,0,1,1,2.0,11.0,14.0,6.55108
340,1346,50,108,51,16,9,4,36,1,0,0,1,1,2.0,12.0,10.0,7.2048926
341,800,45,98,31,12,16,12,33,1,0,0,0,3,4.0,10.0,8.0,6.684612
342,1250,40,125,27,16,9,10,30,1,0,0,1,3,1.0,16.0,,7.130899
343,1105,40,104,29,16,5,8,29,1,0,0,1,3,1.0,12.0,12.0,7.007601
344,475,52,98,33,14,12,1,30,0,0,0,1,6,1.0,8.0,10.0,6.163315
345,762,58,104,37,15,6,4,33,1,0,0,0,2,1.0,11.0,12.0,6.6359468
346,962,40,120,33,12,18,19,36,1,0,0,1,3,,8.0,8.0,6.8690143
347,721,40,134,38,13,9,9,30,0,0,1,1,3,3.0,8.0,8.0,6.5806394
348,800,50,92,28,9,18,13,34,1,0,0,1,0,1.0,8.0,8.0,6.684612
349,658,40,129,34,16,11,9,30,1,0,0,1,2,1.0,13.0,16.0,6.489205
350,1270,40,118,42,14,4,16,36,1,0,0,1,2,1.0,12.0,12.0,7.1467724
351,1313,40,107,37,12,11,7,28,1,0,0,0,1,,12.0,,7.18007
352,824,42,92,37,12,19,15,38,1,0,0,1,1,1.0,12.0,11.0,6.7141705
353,1442,40,118,33,16,6,7,29,1,0,0,1,2,1.0,16.0,12.0,7.2737865
354,1400,42,108,38,17,7,3,31,1,0,0,1,2,1.0,12.0,14.0,7.2442274
355,1038,50,119,42,12,20,5,36,1,0,0,0,3,3.0,12.0,8.0,6.945051
356,668,43,109,29,12,11,12,29,1,0,0,0,2,3.0,8.0,7.0,6.504288
357,1100,40,91,41,12,18,10,36,1,0,0,0,2,3.0,8.0,8.0,7.0030656
358,1000,45,118,38,14,9,7,30,1,0,0,1,3,1.0,12.0,10.0,6.9077554
359,523,43,119,37,13,9,2,30,1,0,0,0,4,1.0,14.0,,6.2595816
360,1111,40,103,33,14,13,13,31,1,0,0,0,6,3.0,14.0,12.0,7.0130157
361,962,40,120,25,16,6,4,28,1,0,0,0,4,3.0,12.0,8.0,6.8690143
362,729,47,122,40,18,6,13,34,1,0,0,1,3,3.0,8.0,6.0,6.591674
363,690,40,119,35,12,9,5,28,1,0,0,1,1,2.0,8.0,,6.5366917
364,1010,50,104,37,11,15,7,38,1,0,0,0,6,1.0,9.0,6.0,6.9177055
365,600,40,96,22,11,7,2,29,1,0,1,1,4,3.0,8.0,8.0,6.3969297
366,596,40,83,36,12,16,17,34,1,0,0,0,3,3.0,8.0,8.0,6.3902407
367,850,44,115,37,12,11,1,29,1,0,0,1,3,2.0,,,6.7452364
368,670,40,88,27,12,9,2,29,1,0,0,1,7,3.0,10.0,8.0,6.5072775
369,793,40,96,43,12,17,18,36,1,0,0,0,4,5.0,8.0,8.0,6.675823
370,1442,40,123,42,17,14,7,38,1,0,1,0,2,3.0,12.0,6.0,7.2737865
371,670,50,108,43,12,14,8,34,1,0,1,1,5,1.0,11.0,7.0,6.5072775
372,876,45,116,35,16,10,8,29,1,0,0,1,2,1.0,12.0,12.0,6.7753663
373,841,40,109,45,18,13,2,36,1,0,0,0,3,4.0,16.0,12.0,6.7345915
374,975,40,97,39,13,8,0,31,1,0,0,1,3,1.0,12.0,12.0,6.8824377
375,1223,40,107,34,12,7,3,28,1,0,0,0,1,1.0,12.0,10.0,7.109062
376,910,30,95,27,12,16,5,35,1,0,1,1,2,3.0,12.0,14.0,6.8134446
377,533,45,109,31,15,8,2,30,1,0,0,1,2,2.0,15.0,12.0,6.2785215
378,750,40,104,36,12,15,11,33,1,0,0,0,0,1.0,12.0,12.0,6.6200733
379,1206,40,110,37,12,16,4,38,1,0,0,1,1,1.0,12.0,12.0,7.095064
380,745,40,94,40,13,17,1,36,0,0,0,0,2,3.0,13.0,8.0,6.6133842
381,900,40,103,38,12,15,1,37,1,0,1,0,3,3.0,8.0,6.0,6.802395
382,1170,47,123,45,14,9,14,32,1,0,0,1,3,4.0,8.0,12.0,7.0647593
383,540,50,113,33,12,12,3,31,1,0,0,0,5,4.0,6.0,12.0,6.291569
384,550,40,110,35,16,15,1,38,1,0,0,0,2,1.0,,,6.3099184
385,615,40,100,31,14,9,4,30,1,0,0,0,3,3.0,12.0,12.0,6.4216223
386,909,40,95,39,13,6,2,31,1,0,0,1,2,1.0,12.0,12.0,6.812345
387,769,40,100,34,12,18,12,36,1,0,0,0,1,2.0,8.0,8.0,6.645091
388,984,40,108,39,13,17,18,37,1,0,0,1,4,1.0,15.0,8.0,6.891626
389,833,60,101,47,12,15,12,37,1,0,0,1,5,2.0,12.0,,6.7250338
390,879,70,90,43,12,17,10,35,0,0,0,1,1,2.0,12.0,16.0,6.7787848
391,1027,45,115,41,12,16,7,35,1,0,0,1,4,3.0,8.0,5.0,6.934397
392,1000,55,114,41,16,10,1,33,1,0,1,0,0,1.0,,,6.9077554
393,465,43,84,33,13,10,1,29,1,0,0,1,3,3.0,11.0,11.0,6.1420374
394,1100,40,92,37,13,21,12,38,1,1,0,1,6,6.0,12.0,,7.0030656
395,641,45,125,44,14,9,0,37,1,0,0,1,1,1.0,12.0,11.0,6.4630294
396,1035,48,107,42,12,21,14,38,1,0,0,1,1,2.0,11.0,8.0,6.942157
397,1212,40,129,33,14,9,3,32,0,0,0,1,6,7.0,8.0,9.0,7.100027
398,950,40,98,40,12,11,6,30,1,0,0,1,3,4.0,12.0,12.0,6.856462
399,938,44,108,41,12,19,20,38,1,0,0,1,0,1.0,8.0,,6.84375
400,1250,40,114,37,16,8,8,30,1,0,0,1,5,3.0,2.0,8.0,7.130899
401,586,60,111,37,18,6,10,34,1,0,0,0,3,1.0,12.0,11.0,6.3733196
402,693,53,101,29,12,7,6,28,1,0,0,0,1,2.0,12.0,12.0,6.54103
403,562,40,99,25,12,18,12,34,0,0,0,0,1,1.0,12.0,12.0,6.331502
404,375,60,75,24,12,12,5,30,0,0,0,0,4,1.0,12.0,8.0,5.926926
405,673,40,91,29,12,7,11,38,1,0,0,0,0,1.0,6.0,,6.5117455
406,654,50,113,38,17,1,13,33,1,0,0,0,1,1.0,12.0,10.0,6.4831076
407,692,50,120,34,12,17,7,35,1,0,0,0,3,4.0,8.0,,6.539586
408,1111,40,98,32,14,10,1,29,1,0,0,1,3,1.0,12.0,15.0,7.0130157
409,1368,45,107,31,16,11,1,33,1,0,1,1,2,2.0,16.0,16.0,7.221105
410,1282,45,121,39,18,7,13,32,1,0,0,1,2,2.0,12.0,12.0,7.1561766
411,1250,60,115,40,11,19,4,38,1,0,0,1,1,2.0,,,7.130899
412,1346,40,134,42,15,15,7,35,1,0,0,1,2,1.0,12.0,10.0,7.2048926
413,1424,50,96,47,17,15,12,37,1,0,0,1,2,3.0,,,7.261225
414,854,48,120,38,16,8,5,29,0,0,0,1,2,3.0,12.0,16.0,6.7499313
415,888,50,105,36,15,9,5,32,0,0,0,1,2,2.0,12.0,10.0,6.788972
416,1161,50,121,40,12,5,10,34,1,0,0,1,5,6.0,10.0,,7.057037
417,583,58,113,29,16,9,0,30,1,0,0,1,2,2.0,12.0,9.0,6.368187
418,1260,45,106,37,12,5,3,29,1,0,0,1,2,1.0,12.0,13.0,7.138867
419,947,48,104,41,18,8,13,35,1,0,0,0,3,2.0,9.0,12.0,6.853299
420,1850,40,80,23,11,14,15,33,1,0,0,1,3,,10.0,10.0,7.522941
421,1575,40,117,28,12,13,2,30,1,0,0,1,3,3.0,10.0,10.0,7.3620105
422,758,38,126,42,16,10,8,28,0,0,0,1,2,2.0,12.0,12.0,6.6306834
423,1442,40,112,42,12,19,15,36,1,0,0,1,3,2.0,10.0,8.0,7.2737865
424,489,55,104,47,13,20,4,38,1,0,1,1,2,2.0,,,6.1923623
425,1126,40,116,33,12,5,0,31,1,1,0,1,9,5.0,9.0,10.0,7.026427
426,1000,40,70,18,12,12,5,32,0,1,0,1,6,,8.0,8.0,6.9077554
427,500,70,83,20,12,13,11,32,1,0,0,1,5,1.0,6.0,6.0,6.214608
428,1200,50,84,13,12,13,9,32,1,0,0,1,5,2.0,6.0,6.0,7.090077
429,565,45,82,30,10,15,3,33,1,0,0,0,4,4.0,,,6.336826
430,1920,40,109,32,12,13,2,31,1,0,0,0,0,1.0,12.0,8.0,7.5600805
431,684,45,111,25,14,7,7,29,1,0,0,1,4,1.0,12.0,12.0,6.527958
432,774,40,94,33,12,20,4,37,1,0,0,0,1,1.0,12.0,7.0,6.6515718
433,233,60,96,32,16,7,4,30,1,0,0,0,3,,12.0,8.0,5.4510384
434,975,40,101,33,13,12,10,30,1,0,0,0,3,3.0,12.0,13.0,6.8824377
435,1366,40,90,35,12,13,1,30,1,0,0,1,3,3.0,12.0,12.0,7.219642
436,2137,40,120,48,16,16,3,37,1,0,1,1,3,3.0,12.0,12.0,7.667158
437,700,40,120,38,16,10,1,29,1,0,1,1,1,1.0,12.0,12.0,6.55108
438,1200,40,108,29,12,16,11,33,1,0,0,1,3,2.0,8.0,,7.090077
439,1161,40,99,43,13,16,18,36,1,0,0,1,0,1.0,12.0,8.0,7.057037
440,729,60,80,31,11,16,15,34,1,0,0,1,6,1.0,12.0,6.0,6.591674
441,750,45,93,45,11,17,2,36,1,0,0,1,1,2.0,10.0,5.0,6.6200733
442,1026,45,85,46,12,4,16,38,1,0,0,1,1,2.0,,,6.933423
443,1111,45,118,43,15,11,3,32,1,0,0,1,3,1.0,11.0,10.0,7.0130157
444,625,50,115,31,12,12,8,31,1,0,0,1,2,3.0,12.0,,6.437752
445,1200,42,119,28,16,11,5,30,1,0,0,1,5,1.0,10.0,11.0,7.090077
446,1541,40,94,39,12,8,1,32,1,0,0,1,8,3.0,12.0,11.0,7.340187
447,1154,40,109,42,16,12,9,34,1,0,0,1,0,1.0,13.0,16.0,7.0509896
448,310,40,104,37,13,10,0,33,0,0,0,0,2,1.0,14.0,8.0,5.7365723
449,610,50,89,21,12,14,4,30,1,0,0,0,1,2.0,7.0,6.0,6.413459
450,1749,43,101,28,12,16,17,36,1,0,0,0,2,2.0,12.0,8.0,7.4667993
451,1000,40,96,34,16,9,1,31,0,0,1,1,4,2.0,12.0,7.0,6.9077554
452,350,40,109,48,12,14,1,36,1,0,0,0,1,1.0,9.0,7.0,5.857933
453,765,45,94,38,12,17,18,37,1,0,0,0,10,6.0,4.0,6.0,6.639876
454,790,40,115,34,12,15,2,34,1,0,0,0,6,5.0,6.0,5.0,6.672033
455,818,47,92,41,12,16,17,38,1,0,0,0,12,1.0,8.0,4.0,6.7068624
456,477,60,71,32,9,12,1,30,1,0,0,0,4,2.0,11.0,5.0,6.1675167
457,938,50,130,39,14,15,1,33,1,0,0,0,3,1.0,12.0,11.0,6.84375
458,2099,55,119,38,16,10,4,32,1,0,0,1,0,1.0,12.0,12.0,7.649216
459,350,40,74,24,12,14,3,32,1,0,0,1,4,2.0,10.0,13.0,5.857933
460,940,48,104,25,12,13,0,32,1,1,0,1,7,2.0,12.0,8.0,6.84588
461,1202,40,124,23,15,11,8,28,1,0,0,1,2,2.0,10.0,,7.091742
462,450,40,94,29,15,9,4,31,1,0,0,0,1,1.0,12.0,,6.1092477
463,1058,40,120,44,16,16,13,37,1,0,0,0,5,4.0,12.0,4.0,6.9641356
464,1000,40,96,40,11,15,15,37,1,0,0,1,5,5.0,8.0,9.0,6.9077554
465,318,40,67,35,12,16,5,36,1,1,1,1,6,,7.0,5.0,5.7620516
466,556,40,69,26,11,13,9,34,0,1,0,1,3,,8.0,8.0,6.3207684
467,958,60,98,42,12,11,9,28,1,0,0,1,0,1.0,12.0,11.0,6.8648477
468,995,40,92,23,9,22,13,38,1,1,0,1,7,3.0,7.0,4.0,6.902743
469,1600,50,109,44,14,16,5,33,1,0,0,0,2,,9.0,10.0,7.377759
470,606,45,100,39,18,6,5,30,0,0,0,0,1,,12.0,12.0,6.40688
471,511,45,101,25,12,13,1,30,1,0,0,1,4,2.0,11.0,12.0,6.2363696
472,1411,45,111,40,16,11,12,32,1,0,1,1,1,1.0,12.0,9.0,7.2520537
473,1346,40,106,38,16,15,11,37,1,0,0,1,1,1.0,8.0,14.0,7.2048926
474,1522,46,102,37,12,15,16,37,1,0,0,0,3,2.0,12.0,10.0,7.3277807
475,1075,40,115,28,14,9,10,30,1,0,0,0,2,1.0,12.0,10.0,6.980076
476,1200,50,99,37,12,11,11,28,1,0,0,1,5,4.0,10.0,8.0,7.090077
477,1377,37,118,48,16,15,1,36,1,0,0,1,2,2.0,11.0,10.0,7.2276626
478,874,55,132,37,13,8,2,33,1,0,0,0,2,1.0,13.0,16.0,6.7730803
479,625,40,108,26,13,11,9,30,1,0,0,1,3,,12.0,16.0,6.437752
480,1250,32,98,40,12,17,2,33,1,0,0,1,0,1.0,14.0,10.0,7.130899
481,1082,40,111,44,13,20,12,36,1,0,0,1,4,2.0,8.0,11.0,6.9865665
482,693,40,79,36,11,18,3,38,1,0,0,0,3,2.0,8.0,8.0,6.54103
483,727,55,97,29,12,11,11,31,1,0,0,0,3,1.0,12.0,11.0,6.5889263
484,615,50,99,49,15,16,15,38,1,0,0,0,2,3.0,12.0,14.0,6.4216223
485,913,40,101,33,16,5,7,31,1,0,0,1,2,3.0,12.0,,6.8167357
486,884,46,120,45,17,4,10,36,1,0,0,0,2,1.0,12.0,18.0,6.784457
487,698,43,97,33,12,10,4,29,1,0,0,1,2,3.0,8.0,8.0,6.548219
488,800,55,106,34,12,17,18,36,1,0,0,0,3,3.0,8.0,12.0,6.684612
489,812,40,131,44,16,9,3,30,0,0,0,0,1,1.0,12.0,12.0,6.6995006
490,1000,40,93,32,11,16,14,34,1,0,0,1,1,,12.0,8.0,6.9077554
491,549,49,79,23,12,11,3,32,0,0,0,0,4,2.0,8.0,8.0,6.3080983
492,1300,35,100,38,12,13,15,31,1,0,0,1,4,2.0,11.0,,7.17012
493,923,50,107,30,16,9,8,33,1,0,0,1,6,4.0,9.0,8.0,6.827629
494,1539,40,112,42,12,15,15,32,1,0,0,0,3,1.0,,10.0,7.338888
495,721,40,105,22,12,11,9,30,1,0,0,0,3,2.0,12.0,10.0,6.5806394
496,815,40,114,25,12,15,14,31,1,0,0,0,2,1.0,12.0,10.0,6.703188
497,600,80,116,36,12,20,2,38,1,0,0,0,10,10.0,8.0,,6.3969297
498,1100,40,104,41,12,18,7,37,1,0,0,1,2,3.0,11.0,13.0,7.0030656
499,1058,40,85,48,12,18,19,35,1,0,0,1,2,1.0,9.0,12.0,6.9641356
500,962,40,93,46,12,15,1,30,1,0,0,1,2,2.0,9.0,12.0,6.8690143
501,433,50,100,40,12,5,9,37,1,0,0,0,2,2.0,8.0,7.0,6.070738
502,940,40,71,20,11,9,2,29,1,0,0,0,2,3.0,,,6.84588
503,1417,38,88,36,16,9,10,32,0,0,0,1,2,1.0,12.0,12.0,7.256297
504,1000,65,93,32,12,11,9,29,1,0,0,1,7,1.0,12.0,8.0,6.9077554
505,500,40,98,26,13,14,5,32,1,0,0,0,3,4.0,12.0,8.0,6.214608
506,800,50,110,35,14,8,5,28,1,0,0,1,3,4.0,12.0,10.0,6.684612
507,766,40,109,31,12,17,18,35,1,0,0,0,4,3.0,,6.0,6.641182
508,750,43,94,38,14,12,10,33,1,0,0,0,1,1.0,11.0,12.0,6.6200733
509,550,40,77,36,12,15,2,37,1,0,0,0,6,3.0,8.0,8.0,6.3099184
510,795,52,89,35,11,16,4,34,1,0,0,1,6,1.0,,,6.6783423
511,723,40,102,44,12,12,10,30,1,0,0,1,10,6.0,12.0,6.0,6.5834093
512,1039,40,113,49,14,12,8,34,1,0,0,1,1,2.0,16.0,14.0,6.946014
513,200,55,103,38,10,11,15,32,1,0,1,1,3,2.0,12.0,5.0,5.2983174
514,400,40,90,36,10,12,1,32,1,1,0,1,5,3.0,8.0,,5.9914646
515,575,40,96,31,11,17,1,35,1,0,1,1,2,1.0,12.0,7.0,6.35437
516,850,40,97,35,11,16,5,37,1,0,1,1,1,1.0,12.0,6.0,6.7452364
517,508,50,87,35,12,16,1,32,1,1,1,1,2,1.0,10.0,,6.2304816
518,1162,45,89,39,12,11,4,37,1,0,1,1,3,3.0,15.0,,7.057898
519,1199,43,70,28,13,13,5,30,1,1,1,1,3,1.0,8.0,,7.089243
520,1270,40,104,34,16,8,4,31,1,0,1,1,3,4.0,16.0,17.0,7.1467724
521,350,45,116,36,16,5,3,33,1,0,1,1,2,2.0,11.0,12.0,5.857933
522,963,40,85,32,14,9,9,28,1,1,1,1,5,1.0,7.0,,6.8700533
523,1463,45,104,47,15,14,11,37,1,0,1,1,3,4.0,12.0,12.0,7.2882442
524,802,40,99,26,12,13,12,29,1,1,1,1,8,6.0,9.0,12.0,6.6871085
525,642,45,93,18,12,12,7,30,1,1,1,1,1,2.0,6.0,6.0,6.464588
526,751,40,114,37,13,9,2,28,1,0,1,1,2,2.0,12.0,10.0,6.6214056
527,488,40,103,40,17,5,3,31,1,0,1,1,1,,12.0,16.0,6.1903152
528,1400,40,92,34,12,15,5,36,1,0,1,1,2,1.0,6.0,2.0,7.2442274
529,940,45,98,41,18,10,7,31,1,0,1,1,2,2.0,8.0,12.0,6.84588
530,866,40,114,48,13,15,16,37,1,0,1,1,3,1.0,12.0,,6.763885
531,675,40,77,42,12,20,4,38,1,1,1,1,5,2.0,12.0,6.0,6.514713
532,375,40,89,24,14,9,3,30,1,1,1,1,3,1.0,13.0,,5.926926
533,325,40,93,44,14,10,1,33,1,1,1,1,1,,16.0,,5.7838254
534,346,40,110,37,12,16,17,38,1,0,1,1,2,,12.0,5.0,5.846439
535,1442,40,132,39,17,8,1,33,1,0,1,1,3,1.0,8.0,12.0,7.2737865
536,560,49,112,37,16,13,2,32,1,0,1,0,3,1.0,8.0,2.0,6.3279366
537,550,56,99,42,12,17,11,36,1,0,1,1,1,2.0,12.0,12.0,6.3099184
538,950,44,96,26,16,8,10,32,1,1,1,1,1,2.0,10.0,,6.856462
539,684,45,106,45,13,16,2,38,1,0,1,1,1,1.0,12.0,14.0,6.527958
540,1322,40,128,43,16,7,1,33,1,0,1,1,0,1.0,18.0,,7.186901
541,1634,40,95,48,12,18,3,38,1,0,1,1,3,3.0,,3.0,7.398786
542,417,40,80,30,12,8,0,30,0,0,1,1,3,4.0,8.0,7.0,6.0330863
543,472,45,71,24,11,9,0,32,1,0,1,1,13,6.0,6.0,6.0,6.156979
544,666,50,89,28,12,16,1,34,1,1,1,1,6,1.0,9.0,,6.50129
545,1679,55,127,45,18,10,3,32,1,0,1,1,1,2.0,12.0,16.0,7.425954
546,1039,40,114,43,16,1,9,31,0,0,1,1,6,5.0,8.0,8.0,6.946014
547,1250,40,102,30,13,13,11,30,1,0,1,1,5,6.0,7.0,,7.130899
548,760,40,88,34,12,12,15,31,1,0,1,1,2,1.0,12.0,7.0,6.6333184
549,1154,42,88,32,12,14,12,29,1,0,1,1,2,2.0,12.0,7.0,7.0509896
550,1602,60,110,45,15,14,1,37,1,0,0,1,5,1.0,14.0,12.0,7.3790083
551,1442,40,110,40,13,13,13,29,1,1,1,1,1,2.0,7.0,9.0,7.2737865
552,865,40,130,39,16,5,3,30,1,0,0,1,4,2.0,8.0,12.0,6.7627296
553,705,50,100,44,12,15,12,36,1,0,1,1,1,2.0,,,6.558198
554,1000,40,101,36,12,16,1,35,1,0,1,1,1,1.0,12.0,,6.9077554
555,852,44,89,36,10,13,9,32,1,0,1,1,6,7.0,9.0,,6.7475867
556,770,40,80,25,12,16,14,35,1,0,0,1,1,2.0,12.0,12.0,6.6463904
557,1000,40,72,20,12,16,9,34,1,0,0,1,3,4.0,12.0,12.0,6.9077554
558,1329,55,115,56,18,10,5,36,1,0,0,1,1,1.0,12.0,12.0,7.192182
559,1682,40,115,48,16,10,4,37,1,0,1,1,1,2.0,12.0,17.0,7.4277387
560,577,55,108,47,16,4,0,31,1,1,1,1,2,2.0,8.0,8.0,6.3578424
561,685,40,93,27,12,17,7,38,0,0,1,1,6,6.0,8.0,3.0,6.529419
562,577,40,111,37,16,8,8,29,0,1,1,1,1,1.0,18.0,18.0,6.3578424
563,1040,40,101,38,12,19,9,38,1,1,1,1,6,1.0,11.0,12.0,6.946976
564,1250,40,92,42,16,10,11,32,0,0,1,1,1,1.0,12.0,10.0,7.130899
565,600,40,115,40,13,7,7,28,0,0,1,1,4,5.0,5.0,,6.3969297
566,480,40,76,29,12,17,3,35,0,1,1,1,8,5.0,11.0,10.0,6.173786
567,1000,40,93,26,11,11,0,29,1,0,1,1,5,3.0,12.0,12.0,6.9077554
568,988,48,91,39,12,15,15,36,1,0,1,1,1,2.0,8.0,8.0,6.895683
569,478,45,90,35,10,19,10,34,1,0,1,1,2,1.0,9.0,9.0,6.1696105
570,440,40,84,23,12,11,2,30,1,1,1,1,5,3.0,9.0,4.0,6.086775
571,485,40,120,43,12,11,1,30,1,1,1,1,6,6.0,,,6.184149
572,705,40,89,32,9,19,0,36,1,1,1,1,0,1.0,,,6.558198
573,1550,40,104,47,12,16,1,34,1,0,1,0,8,4.0,9.0,10.0,7.34601
574,960,40,107,23,12,11,9,29,1,1,1,1,11,2.0,6.0,9.0,6.8669333
575,1000,40,100,42,12,16,14,32,1,0,1,1,2,3.0,12.0,12.0,6.9077554
576,625,40,129,40,18,4,5,36,1,0,1,0,3,1.0,15.0,15.0,6.437752
577,1346,40,112,39,16,14,14,35,1,0,0,1,0,1.0,12.0,16.0,7.2048926
578,961,40,76,17,12,13,13,31,0,1,0,1,13,5.0,,8.0,6.8679743
579,479,40,97,45,12,15,1,38,1,0,1,0,3,4.0,,,6.1717005
580,1201,50,98,38,11,17,16,36,1,0,1,0,4,5.0,11.0,2.0,7.09091
581,1346,45,60,34,16,8,2,31,1,0,1,1,2,3.0,,,7.2048926
582,1122,35,132,45,18,13,8,32,1,0,1,1,2,3.0,12.0,7.0,7.022868
583,543,45,90,31,14,5,7,38,1,1,1,1,1,2.0,6.0,,6.297109
584,450,40,63,26,11,12,4,31,1,1,1,1,7,2.0,7.0,,6.1092477
585,507,55,110,36,14,10,4,32,1,0,1,1,2,2.0,13.0,16.0,6.228511
586,547,60,88,38,11,17,5,34,1,0,1,1,4,5.0,,,6.3044486
587,586,56,98,41,11,18,16,35,1,0,1,1,2,2.0,,6.0,6.3733196
588,462,55,61,24,12,6,4,29,1,1,1,0,9,,8.0,3.0,6.135565
589,705,40,76,32,12,13,8,37,1,1,0,1,5,,,,6.558198
590,1566,40,127,44,12,7,1,29,1,0,0,1,3,2.0,11.0,,7.35628
591,1634,40,94,39,13,18,18,36,1,0,1,1,2,2.0,8.0,8.0,7.398786
592,1282,45,97,48,16,4,1,32,1,0,0,1,11,3.0,16.0,16.0,7.1561766
593,556,40,127,44,16,6,2,31,1,1,1,1,2,1.0,12.0,12.0,6.3207684
594,1200,40,109,42,15,7,8,33,1,0,0,1,2,1.0,11.0,12.0,7.090077
595,855,45,89,21,12,6,6,31,1,0,1,0,4,3.0,3.0,3.0,6.7511015
596,1053,40,90,33,12,18,7,37,1,0,1,0,1,1.0,11.0,11.0,6.9593987
597,1000,48,105,39,12,11,4,28,1,0,1,0,0,1.0,12.0,7.0,6.9077554
598,900,55,100,27,12,18,5,34,0,0,0,1,2,2.0,8.0,,6.802395
599,1602,45,111,40,16,10,10,31,1,0,1,0,1,,16.0,12.0,7.3790083
600,508,50,125,44,17,9,2,31,1,0,1,1,3,1.0,16.0,13.0,6.2304816
601,1500,60,124,20,16,6,6,29,1,0,1,0,2,,12.0,10.0,7.3132205
602,1682,50,107,41,14,15,9,32,1,0,1,1,0,1.0,12.0,12.0,7.4277387
603,750,40,110,45,13,13,1,35,1,0,1,1,2,,12.0,16.0,6.6200733
604,843,40,102,32,14,8,7,29,1,0,1,0,1,1.0,16.0,16.0,6.736967
605,409,40,93,26,12,17,18,38,0,0,1,0,0,1.0,,,6.0137153
606,1004,40,81,36,12,17,15,34,1,0,1,0,1,1.0,12.0,,6.9117475
607,650,40,99,36,12,13,10,30,1,0,1,0,1,2.0,12.0,10.0,6.4769726
608,808,40,93,26,12,17,9,37,1,1,1,0,4,1.0,,,6.694562
609,2137,45,102,35,13,8,2,30,1,0,1,0,0,1.0,12.0,12.0,7.667158
610,761,48,95,44,12,14,21,38,1,0,1,1,1,1.0,12.0,5.0,6.6346335
611,769,40,98,37,16,8,3,35,0,0,1,1,0,1.0,11.0,8.0,6.645091
612,345,40,84,28,12,7,8,31,1,1,1,1,2,2.0,,,5.8435445
613,495,40,88,30,12,6,10,31,1,0,1,1,2,1.0,,7.0,6.204558
614,987,38,109,41,16,9,3,31,1,0,1,1,3,4.0,4.0,,6.89467
615,2500,60,82,41,12,21,1,38,1,0,1,0,3,3.0,8.0,5.0,7.824046
616,1098,45,105,22,14,6,1,32,0,0,1,1,1,2.0,12.0,,7.0012455
617,1212,40,95,36,12,6,16,38,1,0,1,0,3,1.0,12.0,8.0,7.100027
618,577,40,92,33,15,8,1,28,1,1,1,1,1,2.0,10.0,7.0,6.3578424
619,390,59,74,26,15,10,3,30,1,1,1,1,3,3.0,7.0,6.0,5.966147
620,1500,40,123,43,16,9,12,32,1,0,1,1,1,1.0,12.0,14.0,7.3132205
621,583,80,86,24,12,9,1,30,1,0,1,1,2,2.0,12.0,12.0,6.368187
622,460,40,92,22,11,16,1,36,1,0,1,1,5,6.0,,,6.1312265
623,945,40,87,41,12,12,13,38,1,0,1,1,2,2.0,8.0,,6.851185
624,1442,60,117,39,16,9,3,31,1,0,1,1,1,2.0,12.0,10.0,7.2737865
625,1333,45,112,50,16,14,8,38,1,0,1,1,1,2.0,12.0,4.0,7.195187
626,1500,37,119,41,15,8,5,33,0,0,0,1,1,1.0,12.0,18.0,7.3132205
627,1333,45,103,30,16,7,1,34,1,0,0,1,3,1.0,,,7.195187
628,700,40,74,29,12,16,4,36,1,1,1,1,3,,9.0,,6.55108
629,973,36,81,33,13,11,5,32,1,0,1,1,0,1.0,6.0,9.0,6.880384
630,2162,40,124,48,18,10,8,32,1,0,1,1,1,1.0,10.0,10.0,7.678789
631,797,41,89,38,12,10,7,36,1,0,1,0,1,2.0,7.0,8.0,6.680855
632,400,40,88,34,12,14,1,32,1,1,1,1,7,7.0,7.0,6.0,5.9914646
633,1015,40,67,31,12,15,11,32,1,1,0,1,3,2.0,9.0,5.0,6.9226437
634,1744,43,106,41,16,8,9,29,1,0,1,1,1,1.0,12.0,16.0,7.463937
635,630,40,103,30,15,14,2,32,1,0,1,0,0,1.0,11.0,5.0,6.4457197
636,445,40,91,40,12,11,4,32,1,0,1,0,0,1.0,6.0,8.0,6.0980744
637,660,42,101,34,16,12,9,31,1,0,1,1,0,1.0,12.0,12.0,6.49224
638,779,40,85,30,12,14,7,37,1,1,1,1,7,4.0,12.0,,6.658011
639,377,40,83,32,12,9,1,36,0,0,1,1,1,1.0,12.0,12.0,5.9322453
640,560,44,70,34,12,16,11,35,1,1,1,1,2,1.0,8.0,,6.3279366
641,1122,60,102,54,17,7,13,32,1,0,1,1,2,2.0,12.0,11.0,7.022868
642,453,50,94,34,12,9,2,30,1,0,1,0,6,4.0,7.0,7.0,6.115892
643,1386,40,97,38,10,17,9,37,1,0,1,1,1,2.0,12.0,8.0,7.234177
644,1539,40,115,38,17,7,9,31,1,0,1,1,2,1.0,12.0,16.0,7.338888
645,1154,40,117,38,16,11,12,35,1,0,1,1,5,5.0,17.0,18.0,7.0509896
646,962,50,105,45,14,15,2,37,1,0,1,1,3,4.0,8.0,4.0,6.8690143
647,722,55,113,36,16,8,1,38,0,0,1,1,1,2.0,8.0,,6.582025
648,480,40,83,37,12,9,3,37,1,0,1,1,4,3.0,10.0,11.0,6.173786
649,808,50,101,44,18,8,9,38,1,0,1,0,3,2.0,17.0,12.0,6.694562
650,1442,40,113,36,13,14,8,36,1,0,1,1,2,1.0,12.0,12.0,7.2737865
651,1091,50,88,31,13,13,4,37,1,0,0,1,4,1.0,12.0,,6.99485
652,350,40,93,41,12,16,0,33,0,1,1,1,1,1.0,12.0,,5.857933
653,500,40,83,39,12,18,11,36,1,1,1,1,0,1.0,7.0,,6.214608
654,1026,45,113,27,16,9,13,30,1,0,1,1,2,2.0,16.0,14.0,6.933423
655,577,40,106,43,17,11,7,33,0,1,1,1,3,2.0,13.0,16.0,6.3578424
656,1333,60,106,38,15,5,1,30,1,0,1,1,2,2.0,12.0,12.0,7.195187
657,915,55,114,36,12,17,9,37,1,0,0,1,1,,10.0,,6.818924
658,1105,40,119,32,16,9,10,30,0,0,1,1,5,1.0,11.0,10.0,7.007601
659,910,40,82,26,14,5,5,30,1,1,1,1,10,,9.0,3.0,6.8134446
660,1000,40,89,40,12,17,8,38,1,0,1,1,7,7.0,1.0,4.0,6.9077554
661,1160,40,74,18,12,14,1,33,1,1,1,1,9,6.0,3.0,4.0,7.056175
662,1001,34,77,22,12,12,3,29,1,1,1,1,9,8.0,3.0,4.0,6.908755
663,713,40,75,25,12,5,12,36,1,1,1,1,7,4.0,,,6.5694814
664,929,40,97,28,13,12,5,30,1,0,1,1,2,1.0,12.0,12.0,6.834109
665,400,50,68,35,12,4,9,31,1,1,1,1,6,1.0,6.0,2.0,5.9914646
666,1241,40,83,51,13,9,10,33,1,0,1,1,2,3.0,12.0,12.0,7.123673
667,1065,40,97,40,12,21,10,36,1,0,1,1,1,1.0,12.0,,6.9707303
668,403,45,98,37,12,5,3,30,1,0,1,1,2,,12.0,12.0,5.9989367
669,940,45,102,30,13,15,12,30,1,1,1,1,2,2.0,,,6.84588
670,812,40,81,20,10,17,13,34,1,1,1,1,2,2.0,8.0,3.0,6.6995006
671,700,20,85,27,10,13,0,35,1,1,1,1,3,,6.0,10.0,6.55108
672,575,40,86,20,10,12,6,33,1,1,1,1,8,,,,6.35437
673,450,40,79,23,10,20,5,36,1,1,1,1,7,6.0,12.0,12.0,6.1092477
674,621,43,84,24,12,14,10,31,1,0,1,0,4,3.0,8.0,6.0,6.431331
675,441,38,74,24,12,12,11,30,1,0,1,0,4,4.0,8.0,6.0,6.089045
676,625,40,92,25,16,6,9,33,1,1,1,0,11,1.0,,,6.437752
677,726,45,93,32,12,16,5,36,1,0,1,0,5,2.0,6.0,,6.58755
678,500,40,69,18,9,21,13,38,1,1,1,1,8,6.0,6.0,,6.214608
679,1000,44,113,41,17,8,2,34,1,0,1,1,4,1.0,17.0,18.0,6.9077554
680,393,48,92,37,12,15,16,38,1,0,1,1,1,1.0,8.0,7.0,5.9738097
681,600,40,127,44,12,8,3,28,0,0,1,0,2,2.0,9.0,12.0,6.3969297
682,962,50,109,44,12,21,12,37,1,0,1,0,0,1.0,6.0,,6.8690143
683,962,40,97,42,12,15,4,34,1,0,1,0,5,1.0,10.0,8.0,6.8690143
684,865,40,66,30,11,10,7,30,1,0,0,1,14,4.0,0.0,10.0,6.7627296
685,1154,50,109,46,16,10,3,35,1,0,1,1,2,1.0,16.0,14.0,7.0509896
686,1386,42,109,43,16,10,11,34,1,0,1,0,1,1.0,4.0,14.0,7.234177
687,732,40,104,36,12,10,7,36,1,0,1,1,1,2.0,,,6.5957804
688,865,40,85,44,13,4,9,34,1,0,1,1,3,3.0,8.0,8.0,6.7627296
689,700,40,81,26,12,13,13,31,1,0,1,0,5,6.0,8.0,4.0,6.55108
690,975,40,87,12,9,20,10,37,1,0,1,0,3,,5.0,4.0,6.8824377
691,1300,40,78,40,13,12,3,33,1,0,1,1,2,3.0,12.0,12.0,7.17012
692,900,40,54,37,14,12,3,31,1,0,1,1,2,1.0,12.0,12.0,6.802395
693,829,40,98,33,12,15,15,36,1,0,0,1,4,5.0,8.0,8.0,6.72022
694,1000,40,98,34,12,17,13,36,1,0,1,1,3,,12.0,,6.9077554
695,827,40,105,29,16,7,8,30,1,0,0,1,2,1.0,16.0,12.0,6.717805
696,500,44,87,25,13,5,2,31,1,0,1,1,7,,12.0,,6.214608
697,1155,40,117,25,13,9,1,28,1,0,0,1,3,2.0,12.0,12.0,7.0518556
698,950,55,85,30,15,8,3,29,0,0,0,1,2,,12.0,12.0,6.856462
699,700,40,82,35,13,10,4,30,1,0,0,1,4,5.0,8.0,,6.55108
700,1710,45,114,39,18,7,6,32,1,0,0,1,1,1.0,12.0,,7.4442487
701,533,30,65,21,12,5,1,32,0,1,0,1,5,1.0,11.0,12.0,6.2785215
702,2004,48,105,48,18,10,0,34,1,0,0,1,2,1.0,12.0,12.0,7.6029005
703,890,60,92,20,14,9,8,32,1,0,0,1,1,2.0,7.0,7.0,6.7912216
704,3078,30,107,23,13,11,4,29,1,0,0,1,2,2.0,12.0,12.0,8.032035
705,1539,40,111,41,17,10,13,37,1,0,0,1,3,2.0,12.0,16.0,7.338888
706,508,40,73,38,12,1,1,31,1,1,0,1,1,,,,6.2304816
707,1354,40,119,49,17,13,9,35,0,0,0,0,2,1.0,16.0,16.0,7.2108183
708,1143,35,97,40,12,21,8,38,1,0,0,1,5,1.0,12.0,12.0,7.041412
709,962,40,110,34,12,16,8,33,1,0,0,1,2,1.0,10.0,10.0,6.8690143
710,1250,44,96,32,12,19,20,38,1,0,0,1,2,1.0,12.0,12.0,7.130899
711,990,40,67,23,12,16,3,34,1,1,0,1,2,1.0,8.0,8.0,6.897705
712,905,40,102,31,12,17,4,37,1,0,0,0,5,5.0,12.0,12.0,6.8079348
713,926,55,64,22,12,18,0,38,1,0,0,1,4,5.0,0.0,2.0,6.8308744
714,1559,40,103,32,12,17,10,34,1,0,0,1,3,4.0,8.0,8.0,7.3518
715,1312,40,118,39,10,14,4,32,1,0,0,1,0,1.0,12.0,8.0,7.179308
716,923,40,118,36,14,8,16,35,1,1,0,1,5,1.0,7.0,,6.827629
717,879,40,118,41,18,1,9,31,1,0,0,1,1,2.0,13.0,13.0,6.7787848
718,800,25,75,37,13,14,1,38,1,0,1,1,0,1.0,12.0,10.0,6.684612
719,1049,50,112,45,14,6,10,32,1,0,0,0,3,3.0,12.0,10.0,6.9555926
720,550,40,95,20,12,4,1,30,0,0,0,0,3,4.0,12.0,10.0,6.3099184
721,1190,40,119,38,17,4,2,34,1,0,0,1,0,1.0,12.0,14.0,7.0817084
722,583,48,94,35,14,10,6,37,1,0,0,0,2,1.0,12.0,12.0,6.368187
723,1200,40,103,27,14,5,2,30,1,0,0,1,1,1.0,6.0,7.0,7.090077
724,797,55,90,36,16,11,5,33,1,0,0,1,5,2.0,14.0,17.0,6.680855
725,1371,40,128,50,18,8,13,36,1,0,0,0,1,2.0,16.0,12.0,7.2232957
726,360,55,110,44,13,11,1,38,0,1,0,1,4,,12.0,8.0,5.886104
727,1270,40,84,40,12,11,12,30,1,0,0,1,2,2.0,12.0,12.0,7.1467724
728,1832,40,97,38,12,16,1,36,1,0,0,1,1,2.0,8.0,12.0,7.5131636
729,909,40,102,34,12,14,5,33,1,0,0,1,3,3.0,12.0,7.0,6.812345
730,1746,40,131,41,18,9,10,33,1,0,0,1,7,3.0,12.0,12.0,7.4650826
731,520,40,126,23,16,8,1,30,1,0,0,1,7,5.0,12.0,12.0,6.253829
732,808,40,107,32,16,6,7,29,1,0,0,0,7,6.0,12.0,12.0,6.694562
733,2137,45,108,45,16,11,2,36,1,0,0,1,2,3.0,12.0,,7.667158
734,692,50,92,49,15,9,3,38,1,1,0,1,0,1.0,8.0,8.0,6.539586
735,931,80,108,40,16,4,1,36,1,0,0,1,4,2.0,12.0,12.0,6.8362594
736,812,45,115,46,16,11,3,34,1,0,0,1,1,2.0,12.0,8.0,6.6995006
737,866,40,111,44,14,16,14,35,1,0,0,1,1,1.0,12.0,12.0,6.763885
738,1442,40,115,47,12,14,9,36,1,0,0,1,7,5.0,12.0,12.0,7.2737865
739,500,40,101,31,14,12,0,32,1,0,0,0,2,2.0,11.0,6.0,6.214608
740,1384,50,114,48,18,12,2,37,1,0,0,1,1,1.0,12.0,13.0,7.2327332
741,528,55,116,40,18,5,9,30,1,0,0,1,4,5.0,12.0,12.0,6.2690964
742,881,40,90,41,12,4,14,36,1,0,0,0,2,3.0,12.0,,6.781058
743,1026,45,125,33,12,11,11,28,1,0,0,1,3,1.0,14.0,17.0,6.933423
744,1212,40,98,26,12,11,12,28,0,0,0,1,4,,12.0,10.0,7.100027
745,1620,38,111,42,15,8,5,29,1,0,0,0,1,2.0,10.0,,7.3901815
746,1843,48,109,38,16,11,2,32,1,0,0,1,3,2.0,12.0,,7.51915
747,1602,60,124,36,16,12,2,37,1,0,0,1,1,2.0,12.0,12.0,7.3790083
748,1000,40,121,35,13,6,1,33,1,0,0,1,2,2.0,8.0,14.0,6.9077554
749,737,48,103,37,12,7,4,30,1,0,0,1,4,4.0,10.0,,6.6025877
750,1699,40,96,19,12,10,1,29,0,0,1,1,2,3.0,12.0,12.0,7.437795
751,1699,40,100,40,12,11,9,33,1,0,0,1,1,2.0,12.0,8.0,7.437795
752,1025,48,104,30,14,6,5,32,1,0,0,1,2,3.0,,12.0,6.932448
753,1107,40,112,38,12,12,5,38,1,0,0,1,5,3.0,11.0,12.0,7.009409
754,625,40,73,24,11,1,1,31,1,0,0,1,3,4.0,12.0,12.0,6.437752
755,720,50,101,39,13,1,7,29,1,0,0,1,4,2.0,11.0,11.0,6.5792513
756,855,40,99,44,12,19,10,36,1,0,0,1,1,2.0,12.0,12.0,6.7511015
757,1250,40,95,23,12,12,2,32,1,0,0,1,2,2.0,12.0,12.0,7.130899
758,1130,40,109,40,18,4,13,38,1,0,0,0,1,2.0,18.0,15.0,7.029973
759,900,40,110,35,12,6,1,28,0,0,0,1,1,,13.0,13.0,6.802395
760,1924,50,98,49,17,6,7,38,1,0,0,1,1,1.0,4.0,,7.5621614
761,962,40,112,46,15,8,2,37,1,0,0,1,2,1.0,12.0,16.0,6.8690143
762,1874,48,64,37,11,22,3,38,1,1,0,1,7,,,,7.5358305
763,1573,55,90,28,12,5,3,30,1,0,0,1,4,3.0,11.0,8.0,7.3607397
764,940,45,102,46,14,11,7,36,1,0,0,1,1,2.0,12.0,10.0,6.84588
765,900,40,119,39,16,8,9,30,1,0,0,0,1,2.0,12.0,12.0,6.802395
766,882,44,96,34,12,15,13,31,1,0,0,0,6,3.0,8.0,10.0,6.782192
767,1710,45,118,40,18,12,12,38,1,0,0,1,1,1.0,12.0,12.0,7.4442487
768,1260,45,79,39,12,19,15,37,1,0,0,0,3,2.0,9.0,8.0,7.138867
769,751,40,96,42,12,9,7,38,1,0,0,0,1,1.0,10.0,8.0,6.6214056
770,1097,50,80,27,11,12,12,28,1,0,0,0,5,1.0,12.0,11.0,7.0003343
771,1001,48,137,36,13,11,11,33,1,0,0,0,5,6.0,12.0,,6.908755
772,1154,40,116,42,15,11,12,34,0,0,0,0,2,1.0,12.0,9.0,7.0509896
773,1000,43,69,31,12,15,16,35,1,0,0,1,4,4.0,12.0,8.0,6.9077554
774,1250,40,78,36,12,16,3,33,1,0,0,1,9,,6.0,2.0,7.130899
775,857,65,99,41,12,18,3,38,1,0,1,1,2,1.0,8.0,8.0,6.753438
776,1211,27,92,33,12,13,3,31,1,0,0,1,3,2.0,16.0,12.0,7.0992017
777,937,32,113,23,16,12,7,29,1,0,0,1,3,,16.0,12.0,6.8426833
778,904,50,98,29,13,7,1,33,1,0,0,1,5,,12.0,,6.8068295
779,872,45,115,30,15,7,4,29,1,0,0,1,3,1.0,12.0,18.0,6.7707896
780,1200,40,96,26,9,18,0,34,1,0,0,1,4,3.0,,8.0,7.090077
781,1261,40,117,41,17,1,9,35,1,0,0,1,4,1.0,6.0,8.0,7.1396604
782,950,40,96,38,12,14,2,35,1,0,0,1,1,1.0,8.0,2.0,6.856462
783,115,50,108,46,12,9,3,29,1,0,0,1,5,6.0,10.0,11.0,4.744932
784,673,40,92,34,17,6,4,31,1,0,0,1,5,5.0,16.0,12.0,6.5117455
785,1084,45,95,38,15,17,10,37,1,0,0,1,1,2.0,16.0,16.0,6.9884133
786,1058,40,94,40,14,13,14,34,1,0,0,1,0,1.0,15.0,9.0,6.9641356
787,800,40,115,38,12,20,12,38,1,0,0,0,7,6.0,7.0,8.0,6.684612
788,369,40,117,36,18,11,1,31,0,0,0,0,3,4.0,,,5.9107966
789,1924,40,105,42,16,14,13,36,1,0,0,0,0,1.0,12.0,,7.5621614
790,855,40,109,36,12,17,15,36,1,0,0,0,3,1.0,7.0,6.0,6.7511015
791,864,40,87,38,12,15,6,31,1,0,0,0,1,1.0,12.0,12.0,6.761573
792,1092,44,110,34,16,15,13,36,1,0,0,1,4,4.0,13.0,13.0,6.995766
793,1025,40,110,30,16,9,4,30,1,0,0,0,3,,10.0,12.0,6.932448
794,850,35,109,32,12,11,2,31,1,0,0,0,2,2.0,17.0,,6.7452364
795,673,40,85,21,12,17,10,35,1,0,0,0,2,2.0,12.0,12.0,6.5117455
796,800,40,105,42,14,12,12,37,1,0,0,0,3,2.0,10.0,12.0,6.684612
797,1049,44,122,39,16,7,3,33,1,0,0,0,3,3.0,10.0,12.0,6.9555926
798,884,40,108,40,17,9,11,35,1,0,0,1,3,2.0,14.0,9.0,6.784457
799,800,40,122,38,16,10,2,31,0,0,1,1,3,3.0,12.0,8.0,6.684612
800,1200,40,79,32,17,9,9,32,1,0,0,1,0,1.0,8.0,8.0,7.090077
801,664,40,105,30,12,8,10,29,1,0,0,1,7,6.0,12.0,12.0,6.498282
802,1111,45,90,47,12,18,18,37,1,0,0,1,6,3.0,,,7.0130157
803,850,43,111,38,16,8,8,34,1,0,0,1,4,2.0,,,6.7452364
804,1000,40,110,42,12,6,12,37,1,0,0,1,5,2.0,8.0,12.0,6.9077554
805,875,40,92,32,12,8,4,29,0,0,0,1,4,,14.0,14.0,6.774224
806,1202,40,131,32,16,10,2,33,1,0,0,0,3,2.0,12.0,12.0,7.091742
807,666,40,104,32,12,10,2,29,1,0,0,0,2,3.0,12.0,12.0,6.50129
808,923,40,110,39,16,15,11,37,1,0,0,0,2,1.0,12.0,7.0,6.827629
809,788,40,99,20,12,10,10,28,1,0,1,1,4,5.0,10.0,3.0,6.669498
810,950,40,86,31,10,23,5,38,1,0,1,1,9,9.0,,6.0,6.856462
811,1442,40,105,42,12,9,16,37,1,0,1,1,3,4.0,,,7.2737865
812,866,40,85,26,12,11,12,30,1,1,1,0,8,5.0,6.0,0.0,6.763885
813,625,40,72,34,9,17,5,34,1,0,1,0,10,7.0,4.0,,6.437752
814,680,40,86,35,12,13,9,32,0,0,1,0,6,1.0,6.0,7.0,6.522093
Explanation / Answer
# I have done the problem using R.
# Removing all the objects
rm(list=ls())
# Reading data file. Create an csv file of the data. You just need to save the
# data in notepad and rename its extension to ".csv"
df <- read.csv(file.choose())
head(df)
# Running regression of IQ on educ
model1 <- lm(IQ~educ,data=df)
model1
# assigning coefficient a2
a2 = model1$coefficients[2]
# Running regression of ln(wage) on educ
model2 <- lm(lwage ~ educ, data=df)
model2
# assigning coefficient br2
br2 = model2$coefficients[2]
# Running regression of ln(wage) on educ and IQ
model3 <- lm(lwage ~ educ + IQ, data=df)
model3
# assigning coefficient b2 and b3
b2 = model3$coefficients[2]
b3 = model3$coefficients[3]
# Now verifying br2 = b2 + a2*b3
temp = b2 + a2*b3
if(temp == br2) print("Result Verified")
Output:
> model1
Call:
lm(formula = IQ ~ educ, data = df)
Coefficients:
(Intercept) educ
54.997 3.488
> model2
Call:
lm(formula = lwage ~ educ, data = df)
Coefficients:
(Intercept) educ
6.06311 0.05501
> model3
Call:
lm(formula = lwage ~ educ + IQ, data = df)
Coefficients:
(Intercept) educ IQ
5.785873 0.037431 0.005041
> a2
educ
3.487689
> b2
educ
0.03743116
> b3
IQ
0.005041021
> br2
educ
0.05501267
> temp = b2 + a2*b3
> temp
educ
0.05501267
>
> if(temp == br2) print("Result Verified")
[1] "Result Verified"
Related Questions
Navigate
Integrity-first tutoring: explanations and feedback only — we do not complete graded work. Learn more.