# The data set frame has 2000 rows and 10 columns. Weekly Wages for US male
# workers sampled from the Current Population Survey in 1988.
#
# Format:
# This data frame contains the following columns:
#  ‘wage’ Real weekly wages in dollars (deflated by personal
#          consumption expenditures - 1992 base year)
#  ‘educ’ Years of education
#  ‘exper’ Years of experience
#  ‘race’ 1 if Black, 0 if White (other races not in sample)
#  ‘smsa’ 1 if living in Standard Metropolitan Statistical Area, 0 if
#  ‘ne’ 1 if living in the North East
#  ‘mw’ 1 if living in the Midwest
#  ‘we’ 1 if living in the West
#  ‘so’ 1 if living in the South
#  ‘pt’ 1 if working part time, 0 if not
#
# Find a good model for the data with wages as the response and all the other
# variables as predictors.
"wage" "educ" "exper" "race" "smsa" "ne" "mw" "so" "we" "pt"
"6085" 771.6 18 18 0 1 1 0 0 0 0
"23701" 617.28 15 20 0 1 0 0 0 1 0
"16208" 957.83 16 9 0 1 0 0 1 0 0
"2720" 617.28 12 24 0 1 1 0 0 0 0
"9723" 902.18 14 12 0 1 0 1 0 0 0
"22239" 299.15 12 33 0 1 0 0 0 1 0
"14379" 541.31 16 42 0 1 0 0 1 0 1
"12878" 148.39 16 0 0 1 0 1 0 0 1
"23121" 273.19 12 36 0 1 0 0 0 1 1
"13086" 666.67 12 37 0 0 0 1 0 0 0
"19913" 241.5 9 20 1 1 0 0 1 0 1
"20055" 703.79 14 29 0 1 0 0 1 0 0
"6076" 550.81 17 16 0 0 1 0 0 0 0
"24050" 807.22 14 21 0 1 0 0 0 1 1
"11064" 712.25 14 11 0 0 0 1 0 0 0
"26395" 351.46 10 10 0 1 0 0 0 1 0
"15576" 373.24 12 8 0 0 0 0 1 0 0
"18936" 759.73 13 19 0 1 0 0 1 0 0
"4747" 356.13 14 6 0 1 1 0 0 0 0
"21572" 308.64 16 0 0 1 0 0 1 0 0
"14575" 469.14 6 24 0 0 0 0 1 0 0
"15065" 617.28 16 -1 0 1 0 0 1 0 0
"23270" 123.46 16 1 0 1 0 0 0 1 1
"11093" 474.83 12 11 0 0 0 1 0 0 0
"8830" 261.16 12 40 0 1 0 1 0 0 0
"9219" 284.9 12 5 0 1 0 1 0 0 0
"28065" 1661.92 12 15 0 1 0 0 0 1 0
"1339" 629.15 12 44 0 1 1 0 0 0 0
"13462" 2374.15 12 35 0 1 0 0 1 0 0
"10787" 522.32 16 8 0 1 0 1 0 0 0
"11423" 688.51 14 12 0 1 0 1 0 0 0
"15657" 246.91 9 13 0 1 0 0 1 0 0
"2698" 949.67 5 55 1 1 1 0 0 0 0
"14276" 261.16 14 7 1 1 0 0 1 0 0
"10854" 106.86 10 52 0 1 0 1 0 0 1
"7510" 296.77 12 11 0 1 0 1 0 0 0
"26838" 379.87 14 8 0 1 0 0 0 1 0
"21118" 634.92 9 19 0 1 0 0 1 0 0
"10875" 1182.03 12 45 0 1 0 1 0 0 0
"8891" 740.74 12 9 0 1 0 1 0 0 0
"15487" 237.42 10 12 1 1 0 0 1 0 0
"6090" 144.03 12 0 0 1 1 0 0 0 0
"2293" 406.96 14 11 0 0 1 0 0 0 0
"8794" 351.61 9 10 0 0 0 1 0 0 0
"3544" 593.54 12 10 0 1 1 0 0 0 0
"23320" 273.03 14 4 0 1 0 0 0 1 0
"23176" 997.15 12 44 0 1 0 0 0 1 0
"4938" 1198.96 12 34 0 1 1 0 0 0 0
"12672" 569.8 15 15 0 1 0 1 0 0 0
"8971" 130.58 12 4 0 1 0 1 0 0 0
"16287" 641.03 13 16 1 1 0 0 1 0 0
"15181" 712.25 14 25 0 1 0 0 1 0 0
"3554" 1073.12 16 8 0 1 1 0 0 0 0
"26446" 712.25 16 13 0 1 0 0 0 1 0
"8698" 261.16 12 35 0 1 0 1 0 0 0
"9899" 783.48 16 4 0 1 0 1 0 0 0
"18503" 197.53 12 8 1 1 0 0 1 0 1
"27829" 720.16 12 28 1 1 0 0 0 1 0
"10616" 593.54 14 18 0 1 0 1 0 0 0
"24172" 1234.57 18 7 0 1 0 0 0 1 0
"14806" 533.87 12 9 0 0 0 0 1 0 0
"4777" 712.25 16 6 0 1 1 0 0 0 0
"9322" 909.31 16 9 0 1 0 1 0 0 0
"16555" 356.13 12 14 1 1 0 0 1 0 0
"26982" 759.73 14 11 0 1 0 0 0 1 0
"19738" 382.74 8 42 0 1 0 0 1 0 0
"16707" 53.7 9 22 1 1 0 0 1 0 1
"6352" 403.61 12 12 0 0 1 0 0 0 0
"19667" 664.77 12 15 0 1 0 0 1 0 0
"17679" 415.48 13 21 0 1 0 0 1 0 0
"17796" 949.67 16 21 0 1 0 0 1 0 0
"27009" 664.77 12 15 0 1 0 0 0 1 0
"3901" 308.64 10 51 0 0 1 0 0 0 0
"27986" 997.15 12 11 0 1 0 0 0 1 0
"3303" 2374.15 18 27 0 1 1 0 0 0 0
"15785" 259.73 12 1 0 0 0 0 1 0 0
"119" 641.03 13 27 0 0 1 0 0 0 0
"11397" 411.52 12 11 0 1 0 1 0 0 0
"7461" 379.87 12 23 1 1 0 1 0 0 0
"6106" 231.48 16 11 0 1 1 0 0 0 0
"12956" 142.45 12 4 0 0 0 1 0 0 0
"7371" 503.7 11 6 0 0 0 1 0 0 0
"8854" 94.59 14 4 0 1 0 1 0 0 1
"5540" 1234.57 18 3 0 1 1 0 0 0 0
"21727" 379.87 4 34 0 0 0 0 1 0 0
"7385" 391.74 12 15 0 1 0 1 0 0 0
"612" 411.7 12 19 0 0 1 0 0 0 0
"21394" 1068.38 14 31 0 1 0 0 1 0 0
"9748" 123.46 15 -1 0 1 0 1 0 0 0
"10401" 569.8 12 37 0 1 0 1 0 0 0
"8748" 94.97 13 32 0 0 0 1 0 0 1
"7702" 474.83 8 46 0 1 0 1 0 0 0
"18839" 379.87 12 12 0 1 0 0 1 0 0
"16131" 118.71 3 56 0 0 0 0 1 0 1
"10609" 90.22 12 1 0 0 0 1 0 0 0
"3648" 402.17 10 8 0 1 1 0 0 0 0
"20327" 1344.78 16 12 0 1 0 0 1 0 0
"26747" 474.83 16 27 0 1 0 0 0 1 0
"24480" 356.13 9 45 0 1 0 0 0 1 0
"25209" 197.53 12 2 0 1 0 0 0 1 0
"4795" 949.67 11 19 1 1 1 0 0 0 0
"10301" 531.81 18 11 0 0 0 1 0 0 1
"22061" 522.32 12 16 0 0 0 0 1 0 0
"12857" 356.13 18 32 0 1 0 1 0 0 0
"24745" 949.67 12 35 0 1 0 0 0 1 0
"16118" 902.18 18 14 0 1 0 0 1 0 0
"27977" 1697.72 18 12 0 0 0 0 0 1 0
"25363" 451.09 14 16 0 0 0 0 0 1 0
"6986" 830.96 16 37 0 1 0 1 0 0 0
"24174" 807.22 14 16 0 1 0 0 0 1 0
"26144" 617.28 6 23 0 1 0 0 0 1 0
"9238" 271.6 13 1 0 1 0 1 0 0 0
"7572" 462.99 12 10 0 0 0 1 0 0 0
"22024" 336.7 13 17 0 1 0 0 1 0 0
"20215" 593.54 16 4 0 1 0 0 1 0 0
"26010" 189.93 8 43 0 1 0 0 0 1 0
"7945" 119.66 14 3 0 0 0 1 0 0 0
"18821" 641.03 13 15 0 0 0 0 1 0 0
"3395" 76.43 13 -1 0 1 1 0 0 0 1
"4310" 493.83 14 0 0 1 1 0 0 0 0
"22040" 679.01 16 23 0 0 0 0 1 0 0
"18395" 308.64 10 10 0 1 0 0 1 0 0
"26521" 130.58 12 11 0 1 0 0 0 1 1
"6305" 56.79 14 0 0 0 1 0 0 0 1
"2330" 1899.34 14 30 0 1 1 0 0 0 0
"27898" 1316.87 12 15 0 0 0 0 0 1 0
"2245" 830.96 18 0 0 1 1 0 0 0 0
"23041" 784.69 14 15 0 0 0 0 0 1 0
"6736" 1139.6 16 5 0 1 0 1 0 0 0
"27500" 167.55 12 2 0 1 0 0 0 1 0
"2224" 712.25 12 42 0 1 1 0 0 0 0
"6712" 845.2 14 13 0 1 0 1 0 0 0
"15738" 315.82 12 18 0 1 0 0 1 0 0
"25092" 183.42 10 6 0 1 0 0 0 1 0
"5494" 337.08 9 43 0 1 1 0 0 0 0
"13670" 493.83 11 3 0 1 0 0 1 0 0
"20453" 854.7 18 25 0 0 0 0 1 0 0
"14818" 885.57 12 20 0 0 0 0 1 0 0
"24711" 1033.01 18 3 0 0 0 0 0 1 0
"4526" 403.61 13 5 0 1 1 0 0 0 0
"7363" 522.32 16 7 0 1 0 1 0 0 0
"18966" 197.53 12 19 1 1 0 0 1 0 0
"10371" 308.64 12 4 0 1 0 1 0 0 0
"22716" 521.94 12 42 0 0 0 0 0 1 0
"3094" 367.74 16 8 0 1 1 0 0 0 0
"6244" 236.42 12 13 0 1 1 0 0 0 0
"85" 569.8 8 36 0 1 1 0 0 0 0
"10912" 641.03 16 16 0 1 0 1 0 0 0
"26199" 783.48 16 10 0 1 0 0 0 1 0
"1514" 189.93 15 -1 0 1 1 0 0 0 0
"13332" 500.95 17 1 0 1 0 0 1 0 0
"13016" 593.54 12 12 0 1 0 1 0 0 0
"8931" 154.32 13 1 0 1 0 1 0 0 1
"12447" 721.45 8 47 0 1 0 1 0 0 0
"6079" 522.32 10 24 1 1 1 0 0 0 0
"6635" 1234.57 14 21 0 1 0 1 0 0 0
"25763" 123.46 16 9 0 1 0 0 0 1 1
"18783" 546.06 12 21 0 0 0 0 1 0 0
"24442" 1305.79 18 19 0 0 0 0 0 1 0
"20029" 522.32 18 12 0 1 0 0 1 0 0
"16431" 379.87 12 19 0 0 0 0 1 0 0
"977" 866.57 18 14 0 1 1 0 0 0 0
"4269" 689.53 11 38 0 1 1 0 0 0 0
"19267" 346.63 12 38 0 0 0 0 1 0 0
"19620" 379.87 13 5 0 0 0 0 1 0 0
"15685" 370.37 3 49 0 1 0 0 1 0 0
"26" 546.06 12 16 0 1 1 0 0 0 0
"9511" 1305.79 12 18 0 1 0 1 0 0 0
"6369" 498.58 12 17 0 0 1 0 0 0 0
"3858" 241.21 12 0 0 0 1 0 0 0 0
"4020" 195.46 12 5 1 1 1 0 0 0 0
"17173" 160.49 12 21 1 1 0 0 1 0 0
"25293" 470.09 12 25 0 1 0 0 0 1 0
"19611" 415.48 12 40 0 0 0 0 1 0 0
"749" 830.96 12 27 0 0 1 0 0 0 0
"23472" 668.47 14 21 0 1 0 0 0 1 0
"4190" 997.15 18 6 0 1 1 0 0 0 0
"24273" 1111.11 18 28 0 1 0 0 0 1 0
"5642" 384.62 12 31 0 1 1 0 0 0 0
"1845" 462.96 12 13 0 1 1 0 0 0 0
"25642" 189.93 1 49 0 1 0 0 0 1 0
"1776" 683.76 9 46 0 1 1 0 0 0 0
"19914" 61.73 12 17 1 1 0 0 1 0 1
"11450" 664.77 16 9 0 1 0 1 0 0 0
"23203" 679.01 16 7 0 1 0 0 0 1 0
"26631" 740.74 13 13 0 1 0 0 0 1 0
"5814" 617.28 12 25 0 1 1 0 0 0 0
"18808" 142.45 9 46 0 0 0 0 1 0 0
"12836" 1264.13 18 36 0 1 0 1 0 0 0
"9363" 830.96 12 25 0 1 0 1 0 0 0
"15041" 747.86 16 12 0 1 0 0 1 0 0
"21760" 284.9 12 9 0 1 0 0 1 0 0
"27384" 1049.38 12 9 0 1 0 0 0 1 0
"19119" 213.68 12 2 1 0 0 0 1 0 0
"18296" 854.7 13 38 0 0 0 0 1 0 0
"7176" 617.28 11 15 0 1 0 1 0 0 0
"5405" 284.9 5 54 0 1 1 0 0 0 0
"19662" 403.61 12 23 0 0 0 0 1 0 0
"21531" 498.58 12 46 0 0 0 0 1 0 0
"22603" 346.63 12 3 0 0 0 0 0 1 0
"19901" 403.61 14 12 1 1 0 0 1 0 0
"12690" 249.29 12 47 1 1 0 1 0 0 0
"7329" 664.77 12 34 0 0 0 1 0 0 0
"7441" 807.22 12 22 0 0 0 1 0 0 0
"1860" 1412.63 18 14 0 1 1 0 0 0 0
"7539" 807.22 10 27 0 0 0 1 0 0 0
"20745" 902.18 14 16 0 1 0 0 1 0 0
"9449" 98.77 13 -1 0 1 0 1 0 0 1
"21575" 474.83 10 12 0 0 0 0 1 0 0
"2445" 1020.89 13 42 0 1 1 0 0 0 0
"23322" 830.96 12 16 0 1 0 0 0 1 0
"14657" 830.96 18 29 0 0 0 0 1 0 0
"24374" 569.8 15 21 0 0 0 0 0 1 0
"4022" 1135.8 13 33 0 1 1 0 0 0 0
"4371" 379.87 16 17 0 1 1 0 0 0 0
"19006" 521.6 12 27 0 1 0 0 1 0 0
"26989" 345.68 16 8 0 1 0 0 0 1 0
"24343" 593.54 14 32 0 1 0 0 0 1 0
"21663" 284.9 8 29 0 1 0 0 1 0 0
"6648" 712.25 11 42 0 1 0 1 0 0 0
"4625" 593.54 16 5 0 1 1 0 0 0 0
"7080" 1103.4 12 40 0 1 0 1 0 0 0
"22863" 199.12 13 3 0 0 0 0 0 1 0
"27419" 142.45 12 0 0 1 0 0 0 1 0
"3151" 641.03 18 4 0 1 1 0 0 0 0
"18806" 261.16 13 7 0 0 0 0 1 0 0
"17443" 474.83 16 4 0 1 0 0 1 0 0
"17341" 641.03 14 20 0 1 0 0 1 0 0
"437" 607.05 7 41 0 0 1 0 0 0 0
"14035" 427.35 12 44 1 1 0 0 1 0 0
"13930" 1305.79 18 11 0 1 0 0 1 0 0
"20996" 261.16 12 4 0 1 0 0 1 0 0
"27982" 629.39 12 7 0 1 0 0 0 1 0
"26901" 546.06 15 39 0 1 0 0 0 1 0
"8849" 318.14 12 22 0 0 0 1 0 0 0
"16676" 1258.31 18 6 0 1 0 0 1 0 0
"9533" 664.77 12 19 0 1 0 1 0 0 0
"27663" 363.25 18 12 0 0 0 0 0 1 0
"16411" 322.89 13 10 0 0 0 0 1 0 0
"25277" 597.27 13 18 0 1 0 0 0 1 0
"23436" 323.34 16 8 0 1 0 0 0 1 0
"12980" 402.85 16 8 0 1 0 1 0 0 0
"12567" 522.32 12 14 0 1 0 1 0 0 0
"5373" 517.57 11 24 0 1 1 0 0 0 0
"8028" 664.77 8 43 0 1 0 1 0 0 0
"11852" 581.67 12 28 0 1 0 1 0 0 0
"5797" 493.83 16 18 0 1 1 0 0 0 0
"26552" 296.3 9 8 0 1 0 0 0 1 0
"16842" 92.59 11 1 1 0 0 0 1 0 1
"14414" 325.26 12 3 0 1 0 0 1 0 0
"12109" 320.51 15 1 0 1 0 1 0 0 0
"10853" 197.41 12 0 0 1 0 1 0 0 1
"19360" 226.76 10 12 1 0 0 0 1 0 0
"1248" 1471.98 18 27 0 1 1 0 0 0 0
"8662" 593.54 14 17 1 1 0 1 0 0 0
"4606" 849.5 8 18 0 1 1 0 0 0 0
"9035" 403.61 14 11 0 1 0 1 0 0 0
"9600" 690.77 12 17 0 1 0 1 0 0 0
"4464" 296.77 12 27 1 1 1 0 0 0 0
"20562" 783.48 15 18 0 1 0 0 1 0 0
"20295" 232.67 12 4 1 1 0 0 1 0 0
"7684" 415.48 12 11 0 0 0 1 0 0 0
"7260" 1210.83 12 30 0 0 0 1 0 0 0
"2336" 874.49 12 21 0 1 1 0 0 0 0
"15120" 830.96 9 30 0 1 0 0 1 0 0
"15092" 356.13 12 11 0 1 0 0 1 0 0
"24227" 546.06 18 11 0 1 0 0 0 1 0
"6672" 1020.89 12 34 0 1 0 1 0 0 0
"12738" 522.32 12 16 0 1 0 1 0 0 0
"15601" 522.32 9 15 0 0 0 0 1 0 0
"21033" 712.25 12 29 0 1 0 0 1 0 0
"11576" 283.95 16 0 0 1 0 1 0 0 0
"21385" 165.43 10 8 0 1 0 0 1 0 0
"29" 204.18 12 6 0 1 1 0 0 0 0
"25909" 4264.87 16 16 0 1 0 0 0 1 0
"15411" 422.36 12 42 1 1 0 0 1 0 0
"12917" 443.44 12 14 0 0 0 1 0 0 0
"14404" 997.15 12 31 0 1 0 0 1 0 0
"11365" 474.83 12 15 0 1 0 1 0 0 0
"8296" 717.77 16 13 0 1 0 1 0 0 0
"28018" 925.93 18 16 0 1 0 0 0 1 0
"14754" 1187.08 18 20 0 0 0 0 1 0 0
"3850" 474.83 15 33 0 0 1 0 0 0 0
"4152" 474.83 16 15 0 1 1 0 0 0 0
"9332" 1258.31 18 16 0 1 0 1 0 0 0
"26049" 237.42 12 4 0 1 0 0 0 1 0
"8005" 830.96 18 36 0 0 0 1 0 0 0
"20100" 466.39 14 34 0 0 0 0 1 0 0
"18652" 154.32 18 2 0 1 0 0 1 0 1
"5279" 498.58 12 44 0 1 1 0 0 0 0
"5330" 308.64 16 12 0 1 1 0 0 0 0
"7104" 375.31 12 4 0 1 0 1 0 0 0
"3180" 498.58 11 12 0 1 1 0 0 0 0
"9092" 123.46 12 4 0 0 0 1 0 0 0
"779" 432.1 12 6 0 0 1 0 0 0 0
"3433" 92.59 12 7 0 1 1 0 0 0 1
"27388" 474.83 12 5 0 1 0 0 0 1 0
"14891" 546.06 14 7 0 1 0 0 1 0 0
"23821" 246.91 12 11 0 1 0 0 0 1 0
"25518" 474.83 11 25 0 1 0 0 0 1 0
"11203" 427.35 13 12 0 0 0 1 0 0 0
"11297" 593.54 16 10 0 0 0 1 0 0 0
"1598" 949.67 16 28 0 1 1 0 0 0 0
"1526" 540.12 12 4 0 1 1 0 0 0 0
"11462" 391.74 16 3 0 0 0 1 0 0 0
"2882" 275.96 8 39 0 1 1 0 0 0 0
"27774" 347.22 14 0 0 1 0 0 0 1 0
"23907" 237.42 12 42 0 1 0 0 0 1 0
"24169" 144.75 10 6 0 1 0 0 0 1 0
"14413" 978.16 14 21 0 1 0 0 1 0 0
"10163" 444.44 13 14 0 0 0 1 0 0 0
"12472" 186.71 18 4 0 0 0 1 0 0 1
"4195" 918.38 9 16 0 1 1 0 0 0 0
"16812" 305.34 12 28 0 0 0 0 1 0 0
"19068" 1099.54 11 15 1 1 0 0 1 0 0
"4182" 205.76 14 1 0 1 1 0 0 0 0
"17360" 1006.5 18 27 0 1 0 0 1 0 0
"14462" 335.48 10 5 0 1 0 0 1 0 0
"6216" 949.67 12 23 0 1 1 0 0 0 0
"2304" 427.35 12 2 0 1 1 0 0 0 0
"8453" 1590.69 16 11 0 1 0 1 0 0 0
"24281" 356.13 16 5 0 1 0 0 0 1 0
"26636" 194.68 12 3 0 1 0 0 0 1 1
"27901" 1077.44 13 23 0 0 0 0 0 1 0
"16165" 332.38 12 4 0 1 0 0 1 0 0
"17141" 546.06 13 14 0 1 0 0 1 0 0
"1647" 522.32 12 38 0 0 1 0 0 0 0
"24284" 1039.89 13 34 0 1 0 0 0 1 0
"3190" 1780.63 14 33 0 1 1 0 0 0 0
"12938" 434.43 12 19 0 1 0 1 0 0 0
"24346" 760.78 16 20 0 1 0 0 0 1 0
"235" 1187.08 16 19 0 1 1 0 0 0 0
"16899" 819.09 11 13 0 1 0 0 1 0 0
"15546" 284.9 12 7 0 0 0 0 1 0 0
"25398" 498.58 13 9 0 1 0 0 0 1 0
"23289" 1187.08 11 35 0 1 0 0 0 1 0
"15909" 474.83 12 33 0 1 0 0 1 0 0
"14036" 451.09 12 32 1 1 0 0 1 0 0
"6151" 949.67 16 13 0 1 1 0 0 0 0
"18163" 1042.52 16 22 0 1 0 0 1 0 0
"18669" 92.59 8 11 0 1 0 0 1 0 0
"8707" 949.67 14 7 0 1 0 1 0 0 0
"14308" 474.83 16 9 0 1 0 0 1 0 0
"27271" 403.61 17 26 0 1 0 0 0 1 0
"27392" 569.8 14 7 0 1 0 0 0 1 0
"22670" 451.09 11 9 0 0 0 0 0 1 0
"3113" 830.96 14 12 0 1 1 0 0 0 0
"16188" 297.42 12 3 0 1 0 0 1 0 0
"26129" 118.71 11 6 0 1 0 0 0 1 1
"2567" 271.6 9 37 0 1 1 0 0 0 0
"9537" 878.44 16 1 0 1 0 1 0 0 0
"21330" 462.96 12 4 0 1 0 0 1 0 0
"670" 462.96 11 4 0 1 1 0 0 0 0
"13060" 534.19 8 48 0 0 0 1 0 0 0
"4542" 356.13 12 6 0 1 1 0 0 0 0
"17364" 155.27 12 7 0 1 0 0 1 0 0
"15992" 534.19 12 10 0 1 0 0 1 0 0
"17619" 854.7 14 19 0 1 0 0 1 0 0
"8683" 830.96 16 7 0 1 0 1 0 0 0
"21652" 949.67 18 5 0 1 0 0 1 0 0
"5130" 641.03 12 9 0 1 1 0 0 0 0
"26158" 835.45 10 41 0 1 0 0 0 1 0
"10083" 308.64 13 3 0 0 0 1 0 0 0
"13333" 712.25 13 11 0 1 0 0 1 0 0
"28027" 812.32 12 17 0 0 0 0 0 1 0
"5320" 555.56 12 5 1 1 1 0 0 0 0
"19603" 2374.15 12 5 1 0 0 0 1 0 0
"19834" 61.73 13 0 0 0 0 0 1 0 1
"16099" 664.77 12 19 0 0 0 0 1 0 0
"19056" 474.83 17 2 0 1 0 0 1 0 0
"11956" 668.85 10 48 0 0 0 1 0 0 1
"20004" 470.37 12 25 1 1 0 0 1 0 0
"20846" 189.93 16 0 0 1 0 0 1 0 1
"17260" 237.42 3 39 0 1 0 0 1 0 0
"7710" 830.96 12 27 0 1 0 1 0 0 0
"6956" 180.44 15 -1 0 1 0 1 0 0 0
"23236" 397.81 13 2 0 1 0 0 0 1 0
"26071" 617.28 16 45 0 1 0 0 0 1 1
"4543" 474.83 10 24 0 1 1 0 0 0 0
"4591" 1234.57 13 23 0 1 1 0 0 0 0
"4759" 1733.14 16 26 0 1 1 0 0 0 0
"1549" 593.54 12 9 0 1 1 0 0 0 0
"22000" 379.87 7 29 0 1 0 0 1 0 0
"23393" 498.58 12 13 0 1 0 0 0 1 0
"171" 653.59 16 36 0 0 1 0 0 0 0
"17677" 712.25 14 27 0 1 0 0 1 0 0
"8175" 344.25 6 15 0 1 0 1 0 0 0
"5714" 883.71 12 22 0 1 1 0 0 0 0
"5838" 356.13 16 9 0 1 1 0 0 0 0
"2772" 451.09 12 37 0 1 1 0 0 0 0
"20542" 506.49 12 11 0 1 0 0 1 0 0
"20024" 1092.12 18 3 0 1 0 0 1 0 0
"10115" 522.32 11 12 0 0 0 1 0 0 0
"20508" 474.83 18 18 0 1 0 0 1 0 0
"13129" 231.48 12 8 0 0 0 1 0 0 0
"21674" 470.09 16 9 0 0 0 0 1 0 0
"8006" 56.98 14 0 0 0 0 1 0 0 1
"993" 181.28 18 37 0 1 1 0 0 0 1
"22765" 1080.25 16 3 0 0 0 0 0 1 0
"17040" 474.83 12 10 0 1 0 0 1 0 0
"1624" 189.93 13 1 0 0 1 0 0 0 0
"8468" 514.4 12 42 0 1 0 1 0 0 0
"24052" 370.37 12 22 1 1 0 0 0 1 0
"7686" 496.11 12 13 0 0 0 1 0 0 0
"23789" 345.68 12 8 0 1 0 0 0 1 0
"201" 451.09 12 3 0 0 1 0 0 0 0
"9268" 878.44 16 16 1 1 0 1 0 0 0
"11083" 227.92 12 15 0 0 0 1 0 0 0
"12213" 188.46 16 28 0 0 0 1 0 0 0
"7889" 1020.89 13 21 0 0 0 1 0 0 0
"21422" 284.9 12 5 0 1 0 0 1 0 0
"4243" 391.74 12 43 0 1 1 0 0 0 0
"2285" 854.7 14 34 0 1 1 0 0 0 0
"18466" 688.51 12 20 0 0 0 0 1 0 0
"5088" 854.7 12 28 0 1 1 0 0 0 0
"828" 277.78 12 36 0 1 1 0 0 0 0
"11936" 593.54 12 17 0 0 0 1 0 0 0
"9602" 514.4 12 36 0 1 0 1 0 0 0
"9655" 1497.13 16 23 0 1 0 1 0 0 0
"26927" 902.18 18 7 0 1 0 0 0 1 0
"23395" 532.56 12 13 0 1 0 0 0 1 0
"18750" 252.53 9 15 0 0 0 0 1 0 0
"13826" 296.77 7 37 1 1 0 0 1 0 0
"14532" 408.36 11 16 1 1 0 0 1 0 0
"4219" 498.58 14 24 0 1 1 0 0 0 0
"27787" 892.59 13 0 0 0 0 0 0 1 0
"4042" 403.61 13 14 0 0 1 0 0 0 0
"5758" 408.73 12 4 0 1 1 0 0 0 0
"23716" 2374.15 17 23 0 0 0 0 0 1 0
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