<commit_before>Name,Place,Division,Sex,WeightClassKg,BodyweightKg,Age,Event,BestSquatKg,BestBenchKg,Bench4Kg,BestDeadliftKg,Deadlift4Kg,TotalKg,Wilks
<NAME>,1,Open Women,F,47.63,47.36,45,SBD,135,112.5,,142.5,,390,521.655
<NAME>,1,Open Women,F,51.71,51.07,35,SBD,147.5,102.5,,130,,380,480.311
<NAME>,1,Open Women,F,55.79,55.79,30,SBD,160,115,,150,,425,501.515
<NAME>,2,Open Women,F,55.79,54.79,51,SBD,142.5,112.5,,165,,420,502.674
<NAME>,1,Open Women,F,59.87,58.97,58,SBD,165,85,,177.5,,427.5,483.084
<NAME>,2,Open Women,F,59.87,58.97,24,SBD,175,87.5,,152.5,,415,468.959
<NAME>,1,Open Women,F,67.13,67.13,37,SBD,177.5,157.5,,205,,540,553.303
<NAME>,1,Open Women,F,74.84,74.12,36,SBD,240,160,,237.5,,637.5,610.582
<NAME>,2,Open Women,F,74.84,72.67,46,SBD,140,85,,142.5,,367.5,356.518
<NAME>,1,Open Women,F,89.81+,90.63,45,SBD,177.5,137.5,,165,,480,413.567
<NAME>,2,Open Women,F,89.81+,104.96,31,SBD,175,85,,175,,435,357.486
<NAME>,1,Open Men,M,67.13,67.04,28,SBD,257.5,177.5,,257.5,,692.5,536.859
<NAME>,2,Open Men,M,67.13,65.77,40,SBD,270,170,,235,,675,531.523
<NAME>,3,Open Men,M,67.13,62.96,54,SBD,177.5,125,,182.5,,485,396.295
<NAME>,DQ,Open Men,M,74.84,74.84,,SBD,-272.5,,,,,,
<NAME>,1,Open Men,M,82.10,82.10,24,SBD,287.5,180,,230,,697.5,468.624
<NAME>,DQ,Open Men,M,82.10,82.37,31,SBD,-337.5,,,,,,
<NAME>,1,Open Men,M,89.81,89.27,47,SBD,287.5,215,,292.5,,795,509.653
<NAME>,2,Open Men,M,89.81,86.27,52,SBD,300,200,,260,,760,496.185
<NAME>,DQ,Open Men,M,89.81,89.09,27,SBD,-302.5,,,,,,
<NAME>,1,Open Men,M,99.79,93.53,31,SBD,332.5,215,,305,,852.5,534.095
<NAME>,2,Open Men,M,99.79,96.71,36,SBD,330,210,,300,,840,518.398
<NAME>,3,Open Men,M,99.79,98.79,32,SBD,292.5,245,,302.5,,840,513.739
<NAME>,1,Open Men,M,109.77,108.23,31,SBD,352.5,287.5,,327.5,,967.5,572.278
<NAME>,2,Open Men,M,109.77,108.32,42,SBD,367.5,237.5,,327.5,,932.5,551.427
<NAME>,3,Open Men,M,109.77,107.41,23,SBD,370,230,,320,,920,545.523
<NAME>,1,Open Men,M,124.74,120.02,38,SBD,340,240,,340,,920,528.905
<NAME>,2,Open Men,M,124.74,119.29,38,SBD,340,200,,340,,880,506.629
<NAME>,DQ,Open Men,M,124.74,121.56,25,SBD,332.5,-250,,285,,,
<NAME>,1,Open Men,M,139.71,135.81,28,SBD,452.5,320,,375,,1147.5,644.245
<NAME>,DQ,Open Men,M,139.71,133.90,46,SBD,-395,,,,,,
<NAME>,1,Open Men,M,139.71+,180.98,28,SBD,410,360,,355,,1125,604.921
<NAME>,2,Open Men,M,139.71+,152.13,42,SBD,457.5,275,,352.5,,1085,599.131
<NAME>,NS,Open Men,M,139.71+,,35,SBD,,,,,,,
<NAME>,1,Open Women,F,47.63,47.80,45,B,,110,,,,110,146.144
<NAME>,1,Open Women,F,51.71,51.62,35,B,,107.5,,,,107.5,134.775
<NAME>,1,Open Women,F,55.79,54.43,40,B,,120,,,,120,144.37
<NAME>,1,Open Women,F,59.87,59.42,41,B,,122.5,,,,122.5,137.605
<NAME>,2,Open Women,F,59.87,57.33,56,B,,95,,,,95,109.733
<NAME>,1,Open Women,F,67.13,67.50,33,B,,155,160,,,155,158.197
<NAME>,2,Open Women,F,67.13,60.87,41,B,,100,,,,100,110.252
<NAME>,3,Open Women,F,67.13,66.13,41,B,,92.5,,,,92.5,95.814
<NAME>,1,Open Women,F,82.10,75.30,60,B,,122.5,,,,122.5,116.167
<NAME>,1,Open Women,F,89.81,85.37,48,B,,65,,,,65,57.507
<NAME>,1,Open Women,F,89.81,92.90,45,B,,132.5,,,,132.5,113.063
<NAME>,DQ,Open Men,M,55.79,53.43,19,B,,-115,,,,,
<NAME>,1,Open Men,M,67.13,65.77,36,B,,147.5,,,,147.5,116.148
<NAME>,DQ,Open Men,M,67.13,66.50,35,B,,-161.5,,,,,
<NAME>,1,Open Men,M,74.84,74.21,37,B,,227.5,,,,227.5,163.318
<NAME>,2,Open Men,M,74.84,73.48,37,B,,195,,,,195,140.969
<NAME>,DQ,Open Men,M,74.84,74.39,33,B,,-190,,,,,
<NAME>,1,Open Men,M,82.10,82.37,38,B,,227.5,,,,227.5,152.544
<NAME>,2,Open Men,M,82.10,82.46,35,B,,185,,,,185,123.965
<NAME>,DQ,Open Men,M,82.10,82.46,33,B,,-270,,,,,
<NAME>,1,Open Men,M,89.81,89.36,53,B,,217.5,,,,217.5,139.36
<NAME>,2,Open Men,M,89.81,87.27,48,B,,207.5,,,,207.5,134.623
<NAME>,DQ,Open Men,M,89.81,88.54,64,B,,-215,,,,,
<NAME>,DQ,Open Men,M,99.79,96.16,44,B,,-280,,,,,
<NAME>,DQ,Open Men,M,99.79,98.34,48,B,,-237.5,,,,,
<NAME>,NS,Open Men,M,99.79,,,B,,,,,,,
<NAME>,1,Open Men,M,109.77,106.32,37,B,,300,,,,300,178.494
<NAME>,2,Open Men,M,109.77,108.59,34,B,,262.5,,,,262.5,155.103
<NAME>,3,Open Men,M,109.77,108.68,35,B,,262.5,,,,262.5,155.062
<NAME>,1,Open Men,M,124.74,123.20,41,B,,385,,,,385,220.054
<NAME>,2,Open Men,M,124.74,123.74,24,B,,342.5,,,,342.5,195.58
<NAME>,3,Open Men,M,124.74,110.22,31,B,,285,,,,285,167.616
<NAME>,1,Open Men,M,139.71,132.54,23,B,,327.5,,,,327.5,184.607
<NAME>,2,Open Men,M,139.71,134.17,46,B,,322.5,,,,322.5,181.417
<NAME>,DQ,Open Men,M,139.71,135.53,56,B,,-340,,,,,
<NAME>,DQ,Open Men,M,139.71,128.37,44,B,,-307.5,,,,,
<NAME>,NS,Open Men,M,139.71,,37,B,,,,,,,
<NAME>,DQ,Open Men,M,139.71+,160.93,25,B,,-365,,,,,
<NAME>,DQ,Open Men,M,139.71+,146.80,49,B,,-320,,,,,
<NAME>,1,Open Women,F,55.79,54.43,40,D,,,,190,,190,228.586
<NAME>,2,Open Women,F,55.79,53.98,52,D,,,,117.5,,117.5,142.29
<NAME>,1,Open Women,F,59.87,59.42,41,D,,,,170.5,172.5,170.5,191.523
<NAME>,2,Open Women,F,59.87,59.20,35,D,,,,162.5,,162.5,183.07
<NAME>,3,Open Women,F,59.87,57.33,56,D,,,,132.5,,132.5,153.049
Trace Ryan,1,Open Women,F,67.13,66.13,41,D,,,,137.5,,137.5,142.427
<NAME>,1,Open Women,F,82.10,75.30,60,D,,,,172.5,,172.5,163.581
<NAME>,2,Open Women,F,82.10,80.38,44,D,,,,105,,105,95.826
<NAME>,1,Open Women,F,89.81,85.37,48,D,,,,125,,125,110.591
<NAME>,DQ,Open Women,F,89.81,89.72,28,D,,,,-175,,,
<NAME>,1,Open Women,F,89.81+,98.79,28,D,,,,205,,205,171.301
<NAME>,2,Open Women,F,89.81+,106.50,51,D,,,,192.5,,192.5,157.644
<NAME>,3,Open Women,F,89.81+,91.63,23,D,,,,137.5,,137.5,117.953
<NAME>,1,Open Men,M,67.13,66.86,42,D,,,,235,235.5,235,182.583
<NAME>,2,Open Men,M,67.13,66.68,31,D,,,,217.5,,217.5,169.359
<NAME>,1,Open Men,M,74.84,74.39,38,D,,,,275,,275,197.078
<NAME>,1,Open Men,M,82.10,81.28,37,D,,,,245,,245,165.611
<NAME>,2,Open Men,M,82.10,82.28,24,D,,,,235,,235,157.678
Da'<NAME>,1,Open Men,M,89.81,87.27,31,D,,,,320,,320,207.611
<NAME>,2,Open Men,M,89.81,89.36,42,D,,,,310,,310,198.628
<NAME>,3,Open Men,M,89.81,89.36,53,D,,,,305.5,,305.5,195.745
<NAME>,1,Open Men,M,99.79,98.61,36,D,,,,362.5,,362.5,221.871
<NAME>,2,Open Men,M,99.79,98.79,40,D,,,,315,,315,192.652
<NAME>,3,Open Men,M,99.79,98.70,44,D,,,,295,,295,180.489
<NAME>,1,Open Men,M,109.77,103.24,35,D,,,,340,,340,204.406
<NAME>,2,Open Men,M,109.77,109.41,23,D,,,,330,,330,194.527
<NAME>,3,Open Men,M,109.77,106.41,25,D,,,,320,,320,190.339
<NAME>,4,Open Men,M,109.77,110.00,41,D,,,,287.5,,287.5,169.193
<NAME>,1,Open Men,M,124.74,116.66,34,D,,,,352.5,,352.5,204.054
<NAME>,2,Open Men,M,124.74,121.65,44,D,,,,350,,350,200.598
<NAME>,1,Open Men,M,139.71,137.71,21,D,,,,382.5,,382.5,214.28
<NAME>,2,Open Men,M,139.71,133.27,25,D,,,,320,,320,180.213
<NAME>,1,Open Men,M,139.71+,156.94,41,D,,,,365,,365,200.66
<NAME>,2,Open Men,M,139.71+,145.06,29,D,,,,340,,340,189.013
<NAME>,3,Open Men,M,139.71+,162.11,33,D,,,,280,,280,153.2<commit_msg>Based on youtube video, mark uspa/0151 as single-ply categorically.<commit_after>Name,Place,Division,Sex,WeightClassKg,BodyweightKg,Age,Event,BestSquatKg,BestBenchKg,Bench4Kg,BestDeadliftKg,Deadlift4Kg,TotalKg,Wilks,Equipment
<NAME>,1,Open Women,F,47.63,47.36,45,SBD,135,112.5,,142.5,,390,521.655,Single-ply
<NAME>,1,Open Women,F,51.71,51.07,35,SBD,147.5,102.5,,130,,380,480.311,Single-ply
<NAME>,1,Open Women,F,55.79,55.79,30,SBD,160,115,,150,,425,501.515,Single-ply
<NAME>,2,Open Women,F,55.79,54.79,51,SBD,142.5,112.5,,165,,420,502.674,Single-ply
<NAME>,1,Open Women,F,59.87,58.97,58,SBD,165,85,,177.5,,427.5,483.084,Single-ply
<NAME>,2,Open Women,F,59.87,58.97,24,SBD,175,87.5,,152.5,,415,468.959,Single-ply
<NAME>,1,Open Women,F,67.13,67.13,37,SBD,177.5,157.5,,205,,540,553.303,Single-ply
<NAME>,1,Open Women,F,74.84,74.12,36,SBD,240,160,,237.5,,637.5,610.582,Single-ply
<NAME>,2,Open Women,F,74.84,72.67,46,SBD,140,85,,142.5,,367.5,356.518,Single-ply
<NAME>,1,Open Women,F,89.81+,90.63,45,SBD,177.5,137.5,,165,,480,413.567,Single-ply
<NAME>,2,Open Women,F,89.81+,104.96,31,SBD,175,85,,175,,435,357.486,Single-ply
<NAME>,1,Open Men,M,67.13,67.04,28,SBD,257.5,177.5,,257.5,,692.5,536.859,Single-ply
<NAME>,2,Open Men,M,67.13,65.77,40,SBD,270,170,,235,,675,531.523,Single-ply
<NAME>,3,Open Men,M,67.13,62.96,54,SBD,177.5,125,,182.5,,485,396.295,Single-ply
<NAME>,DQ,Open Men,M,74.84,74.84,,SBD,-272.5,,,,,,,Single-ply
<NAME>,1,Open Men,M,82.1,82.1,24,SBD,287.5,180,,230,,697.5,468.624,Single-ply
<NAME>,DQ,Open Men,M,82.1,82.37,31,SBD,-337.5,,,,,,,Single-ply
<NAME>,1,Open Men,M,89.81,89.27,47,SBD,287.5,215,,292.5,,795,509.653,Single-ply
<NAME>,2,Open Men,M,89.81,86.27,52,SBD,300,200,,260,,760,496.185,Single-ply
<NAME>,DQ,Open Men,M,89.81,89.09,27,SBD,-302.5,,,,,,,Single-ply
<NAME>,1,Open Men,M,99.79,93.53,31,SBD,332.5,215,,305,,852.5,534.095,Single-ply
<NAME>,2,Open Men,M,99.79,96.71,36,SBD,330,210,,300,,840,518.398,Single-ply
<NAME>,3,Open Men,M,99.79,98.79,32,SBD,292.5,245,,302.5,,840,513.739,Single-ply
<NAME>,1,Open Men,M,109.77,108.23,31,SBD,352.5,287.5,,327.5,,967.5,572.278,Single-ply
<NAME>,2,Open Men,M,109.77,108.32,42,SBD,367.5,237.5,,327.5,,932.5,551.427,Single-ply
<NAME>,3,Open Men,M,109.77,107.41,23,SBD,370,230,,320,,920,545.523,Single-ply
<NAME>,1,Open Men,M,124.74,120.02,38,SBD,340,240,,340,,920,528.905,Single-ply
<NAME>,2,Open Men,M,124.74,119.29,38,SBD,340,200,,340,,880,506.629,Single-ply
<NAME>,DQ,Open Men,M,124.74,121.56,25,SBD,332.5,-250,,285,,,,Single-ply
<NAME>,1,Open Men,M,139.71,135.81,28,SBD,452.5,320,,375,,1147.5,644.245,Single-ply
<NAME>,DQ,Open Men,M,139.71,133.9,46,SBD,-395,,,,,,,Single-ply
<NAME>,1,Open Men,M,139.71+,180.98,28,SBD,410,360,,355,,1125,604.921,Single-ply
<NAME>,2,Open Men,M,139.71+,152.13,42,SBD,457.5,275,,352.5,,1085,599.131,Single-ply
<NAME>,NS,Open Men,M,139.71+,,35,SBD,,,,,,,,Single-ply
<NAME>,1,Open Women,F,47.63,47.8,45,B,,110,,,,110,146.144,Single-ply
<NAME>,1,Open Women,F,51.71,51.62,35,B,,107.5,,,,107.5,134.775,Single-ply
<NAME>,1,Open Women,F,55.79,54.43,40,B,,120,,,,120,144.37,Single-ply
<NAME>,1,Open Women,F,59.87,59.42,41,B,,122.5,,,,122.5,137.605,Single-ply
<NAME>,2,Open Women,F,59.87,57.33,56,B,,95,,,,95,109.733,Single-ply
<NAME>,1,Open Women,F,67.13,67.5,33,B,,155,160,,,155,158.197,Single-ply
<NAME>,2,Open Women,F,67.13,60.87,41,B,,100,,,,100,110.252,Single-ply
Trace Ryan,3,Open Women,F,67.13,66.13,41,B,,92.5,,,,92.5,95.814,Single-ply
<NAME>,1,Open Women,F,82.1,75.3,60,B,,122.5,,,,122.5,116.167,Single-ply
<NAME>,1,Open Women,F,89.81,85.37,48,B,,65,,,,65,57.507,Single-ply
<NAME>,1,Open Women,F,89.81,92.9,45,B,,132.5,,,,132.5,113.063,Single-ply
<NAME>,DQ,Open Men,M,55.79,53.43,19,B,,-115,,,,,,Single-ply
<NAME>,1,Open Men,M,67.13,65.77,36,B,,147.5,,,,147.5,116.148,Single-ply
<NAME>,DQ,Open Men,M,67.13,66.5,35,B,,-161.5,,,,,,Single-ply
<NAME>,1,Open Men,M,74.84,74.21,37,B,,227.5,,,,227.5,163.318,Single-ply
<NAME>,2,Open Men,M,74.84,73.48,37,B,,195,,,,195,140.969,Single-ply
<NAME>,DQ,Open Men,M,74.84,74.39,33,B,,-190,,,,,,Single-ply
<NAME>,1,Open Men,M,82.1,82.37,38,B,,227.5,,,,227.5,152.544,Single-ply
<NAME>,2,Open Men,M,82.1,82.46,35,B,,185,,,,185,123.965,Single-ply
<NAME>,DQ,Open Men,M,82.1,82.46,33,B,,-270,,,,,,Single-ply
<NAME>,1,Open Men,M,89.81,89.36,53,B,,217.5,,,,217.5,139.36,Single-ply
<NAME>,2,Open Men,M,89.81,87.27,48,B,,207.5,,,,207.5,134.623,Single-ply
<NAME>,DQ,Open Men,M,89.81,88.54,64,B,,-215,,,,,,Single-ply
<NAME>,DQ,Open Men,M,99.79,96.16,44,B,,-280,,,,,,Single-ply
<NAME>,DQ,Open Men,M,99.79,98.34,48,B,,-237.5,,,,,,Single-ply
<NAME>,NS,Open Men,M,99.79,,,B,,,,,,,,Single-ply
<NAME>,1,Open Men,M,109.77,106.32,37,B,,300,,,,300,178.494,Single-ply
<NAME>,2,Open Men,M,109.77,108.59,34,B,,262.5,,,,262.5,155.103,Single-ply
<NAME>,3,Open Men,M,109.77,108.68,35,B,,262.5,,,,262.5,155.062,Single-ply
<NAME>,1,Open Men,M,124.74,123.2,41,B,,385,,,,385,220.054,Single-ply
<NAME>,2,Open Men,M,124.74,123.74,24,B,,342.5,,,,342.5,195.58,Single-ply
<NAME>,3,Open Men,M,124.74,110.22,31,B,,285,,,,285,167.616,Single-ply
<NAME>,1,Open Men,M,139.71,132.54,23,B,,327.5,,,,327.5,184.607,Single-ply
<NAME>,2,Open Men,M,139.71,134.17,46,B,,322.5,,,,322.5,181.417,Single-ply
<NAME>,DQ,Open Men,M,139.71,135.53,56,B,,-340,,,,,,Single-ply
<NAME>,DQ,Open Men,M,139.71,128.37,44,B,,-307.5,,,,,,Single-ply
<NAME>,NS,Open Men,M,139.71,,37,B,,,,,,,,Single-ply
<NAME>,DQ,Open Men,M,139.71+,160.93,25,B,,-365,,,,,,Single-ply
<NAME>,DQ,Open Men,M,139.71+,146.8,49,B,,-320,,,,,,Single-ply
<NAME>,1,Open Women,F,55.79,54.43,40,D,,,,190,,190,228.586,Single-ply
<NAME>,2,Open Women,F,55.79,53.98,52,D,,,,117.5,,117.5,142.29,Single-ply
<NAME>,1,Open Women,F,59.87,59.42,41,D,,,,170.5,172.5,170.5,191.523,Single-ply
<NAME>,2,Open Women,F,59.87,59.2,35,D,,,,162.5,,162.5,183.07,Single-ply
<NAME>,3,Open Women,F,59.87,57.33,56,D,,,,132.5,,132.5,153.049,Single-ply
<NAME>,1,Open Women,F,67.13,66.13,41,D,,,,137.5,,137.5,142.427,Single-ply
<NAME>,1,Open Women,F,82.1,75.3,60,D,,,,172.5,,172.5,163.581,Single-ply
<NAME>,2,Open Women,F,82.1,80.38,44,D,,,,105,,105,95.826,Single-ply
<NAME>,1,Open Women,F,89.81,85.37,48,D,,,,125,,125,110.591,Single-ply
<NAME>,DQ,Open Women,F,89.81,89.72,28,D,,,,-175,,,,Single-ply
<NAME>,1,Open Women,F,89.81+,98.79,28,D,,,,205,,205,171.301,Single-ply
<NAME>,2,Open Women,F,89.81+,106.5,51,D,,,,192.5,,192.5,157.644,Single-ply
<NAME>,3,Open Women,F,89.81+,91.63,23,D,,,,137.5,,137.5,117.953,Single-ply
<NAME>,1,Open Men,M,67.13,66.86,42,D,,,,235,235.5,235,182.583,Single-ply
<NAME>,2,Open Men,M,67.13,66.68,31,D,,,,217.5,,217.5,169.359,Single-ply
<NAME>,1,Open Men,M,74.84,74.39,38,D,,,,275,,275,197.078,Single-ply
<NAME>,1,Open Men,M,82.1,81.28,37,D,,,,245,,245,165.611,Single-ply
<NAME>,2,Open Men,M,82.1,82.28,24,D,,,,235,,235,157.678,Single-ply
<NAME>,1,Open Men,M,89.81,87.27,31,D,,,,320,,320,207.611,Single-ply
<NAME>,2,Open Men,M,89.81,89.36,42,D,,,,310,,310,198.628,Single-ply
<NAME>,3,Open Men,M,89.81,89.36,53,D,,,,305.5,,305.5,195.745,Single-ply
<NAME>,1,Open Men,M,99.79,98.61,36,D,,,,362.5,,362.5,221.871,Single-ply
<NAME>,2,Open Men,M,99.79,98.79,40,D,,,,315,,315,192.652,Single-ply
<NAME>,3,Open Men,M,99.79,98.7,44,D,,,,295,,295,180.489,Single-ply
<NAME>,1,Open Men,M,109.77,103.24,35,D,,,,340,,340,204.406,Single-ply
<NAME>,2,Open Men,M,109.77,109.41,23,D,,,,330,,330,194.527,Single-ply
<NAME>,3,Open Men,M,109.77,106.41,25,D,,,,320,,320,190.339,Single-ply
<NAME>,4,Open Men,M,109.77,110,41,D,,,,287.5,,287.5,169.193,Single-ply
<NAME>,1,Open Men,M,124.74,116.66,34,D,,,,352.5,,352.5,204.054,Single-ply
<NAME>,2,Open Men,M,124.74,121.65,44,D,,,,350,,350,200.598,Single-ply
<NAME>,1,Open Men,M,139.71,137.71,21,D,,,,382.5,,382.5,214.28,Single-ply
<NAME>,2,Open Men,M,139.71,133.27,25,D,,,,320,,320,180.213,Single-ply
<NAME>,1,Open Men,M,139.71+,156.94,41,D,,,,365,,365,200.66,Single-ply
<NAME>,2,Open Men,M,139.71+,145.06,29,D,,,,340,,340,189.013,Single-ply
<NAME>,3,Open Men,M,139.71+,162.11,33,D,,,,280,,280,153.2,Single-ply
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{'dir': 'git-commits-cleaned', 'id': '2339702', 'n_tokens_mistral': 10572, 'n_tokens_neox': 7827, 'n_words': 443}