Path: blob/master/2021-spring/materials/tutorial_01/marathon_small.csv
2051 views
age,bmi,km5_time_seconds,km10_time_seconds,sex 25.0,21.6221160888672,NA,2798,female 41.0,23.905969619751,1210.0,NA,male 25.0,21.6407279968262,994.0,NA,male 35.0,23.5923233032227,1075.0,2135,male 34.0,22.7064037322998,1186.0,NA,male 45.0,42.0875434875488,3240.0,NA,female 33.0,22.5182952880859,1292.0,NA,male 58.0,25.2340793609619,NA,3420,male 29.0,24.505407333374,1440.0,3240,male 36.0,25.4086151123047,2115.0,4210,female 54.0,26.4016876220703,1560.0,3360,male 38.0,25.5603122711182,NA,2580,male 39.0,24.9748363494873,1222.0,NA,male 29.0,25.9515552520752,NA,3720,male 23.0,20.8698558807373,1690.0,NA,female 38.0,24.5510673522949,NA,2730,male 20.0,22.9047832489014,893.0,NA,male 33.0,27.9772758483887,1625.0,3978,male 53.0,23.16774559021,1050.0,NA,male 27.0,25.2477855682373,2412.0,4320,male 32.0,29.2184066772461,NA,2588,male 34.0,23.5825710296631,1603.0,NA,female 44.0,20.035062789917,1457.0,NA,female 36.0,23.906888961792,1160.0,2430,male 53.0,21.5213356018066,1166.0,NA,male 33.0,28.8543033599854,1571.0,3256,male 40.0,19.6602687835693,1753.0,NA,female 34.0,25.9688739776611,NA,3395,male 39.0,29.7373733520508,1256.0,NA,male 43.0,23.3717136383057,1255.0,2655,male 32.0,24.2882499694824,1060.0,NA,male 32.0,29.2177982330322,1572.0,NA,female 41.0,22.3776226043701,1558.0,NA,female 24.0,21.7049369812012,NA,2625,female 35.0,30.0525932312012,2575.0,NA,female 47.0,24.5510673522949,NA,3103,male 26.0,19.6234531402588,1240.0,2660,female 33.0,24.301830291748,1341.0,2826,male 37.0,24.3252830505371,2012.0,4042,female 38.0,24.3787326812744,NA,3283,female 42.0,25.103099822998,1338.0,2632,male 58.0,26.4293766021729,1330.0,NA,male 33.0,21.757640838623,1323.0,2727,female 36.0,25.2477855682373,1451.0,NA,male 30.0,24.4410057067871,NA,2340,male 36.0,24.5510673522949,1316.0,NA,male 33.0,22.5182952880859,1e3,NA,male 48.0,28.0583629608154,1632.0,NA,male 30.0,26.6335220336914,1955.0,NA,female 23.0,22.0195026397705,900.0,NA,male 27.0,23.3742389678955,1568.0,3475,female 38.0,25.2047882080078,1185.0,2497,male 59.0,27.2142944335938,NA,3321,male 31.0,27.3800621032715,1943.0,NA,female 26.0,25.2525253295898,1582.0,NA,female 52.0,23.804801940918,1309.0,NA,male 33.0,28.2003726959229,NA,4526,female 24.0,25.6533584594727,1872.0,NA,female 44.0,26.9886360168457,1892.0,NA,female 27.0,20.7741470336914,1142.0,NA,female 47.0,25.2475166320801,1050.0,NA,male 31.0,18.3238258361816,NA,3333,female 59.0,24.7866401672363,1477.0,NA,male 30.0,24.0989780426025,1448.0,NA,female 34.0,20.9132442474365,1277.0,NA,female 41.0,22.9134426116943,1378.0,NA,female 28.0,20.9132442474365,1163.0,NA,female 31.0,22.5384044647217,1147.0,NA,male 35.0,23.2383003234863,1567.0,NA,female 40.0,21.6221160888672,1380.0,3120,female 45.0,21.8716468811035,1708.0,3729,female 32.0,22.8437213897705,1435.0,NA,male 25.0,22.9134426116943,1380.0,NA,male 31.0,24.526159286499,NA,2375,male 32.0,22.6817073822021,1620.0,NA,female 25.0,24.9596538543701,1478.0,NA,female 32.0,21.5213356018066,NA,2945,male 17.0,22.2634506225586,NA,1813,male 33.0,21.7046508789062,NA,3360,female 30.0,18.3238258361816,1680.0,NA,female 28.0,19.9275016784668,1105.0,2365,female 56.0,20.5755500793457,1080.0,2261,male 30.0,24.2424240112305,1116.0,NA,female 28.0,22.19460105896,1401.0,2892,female 43.0,25.2477855682373,1490.0,3242,male 64.0,27.4582576751709,1590.0,3568,male 32.0,24.7371654510498,2100.0,NA,female 26.0,19.8656711578369,1026.0,NA,female 25.0,22.9134426116943,1324.0,NA,male 37.0,25.2319107055664,1305.0,2925,male 24.0,24.9350662231445,1080.0,NA,male 36.0,24.3413734436035,NA,2420,male 34.0,25.2319107055664,1382.0,NA,male 34.0,23.0823860168457,1315.0,NA,female 34.0,27.5171890258789,1275.0,2946,male 40.0,28.4444446563721,1139.0,NA,male 38.0,23.3742389678955,NA,3045,female 38.0,25.3668899536133,1662.0,NA,male 27.0,22.8437213897705,1457.0,NA,female 33.0,22.7218933105469,NA,3325,female 37.0,23.849609375,1213.0,NA,male 29.0,20.6060600280762,NA,2700,female 20.0,21.3858814239502,918.0,NA,male 27.0,24.8579540252686,1434.0,NA,female 45.0,27.2180500030518,1148.0,NA,male 33.0,21.3521862030029,NA,2820,male 27.0,32.0715103149414,1574.0,3290,male 32.0,20.1036891937256,1530.0,NA,female 33.0,26.6666660308838,1652.0,NA,female 35.0,23.0055656433105,1049.0,2162,male 60.0,22.4466896057129,NA,2541,male 41.0,21.3858814239502,1038.0,NA,male 29.0,18.6314029693604,1210.0,NA,female 38.0,20.4533176422119,1337.0,NA,female 31.0,24.3787326812744,1197.0,NA,male 36.0,21.929271697998,1292.0,NA,male 25.0,22.8675670623779,959.0,1987,male 34.0,20.6220989227295,1106.0,NA,male 34.0,20.1980133056641,1160.0,NA,male 44.0,25.9688739776611,1692.0,NA,female 35.0,26.0309448242188,1707.0,NA,male 65.0,24.5654125213623,NA,3787,male 38.0,26.9787750244141,1395.0,NA,male 29.0,26.6335220336914,1865.0,3720,female 55.0,25.1118907928467,1319.0,NA,male 30.0,23.7476806640625,954.0,NA,male 32.0,21.2330913543701,1383.0,3026,female 36.0,22.607931137085,1031.0,NA,male 29.0,27.1974182128906,1660.0,NA,female 36.0,22.8571434020996,NA,2199,male 56.0,24.4897956848145,NA,3096,male 31.0,24.5955924987793,1769.0,NA,female 31.0,25.5287570953369,NA,2880,male 27.0,20.202018737793,NA,2700,female 27.0,25.1118907928467,1300.0,NA,male 28.0,24.3787326812744,NA,4320,female 31.0,22.8059120178223,1440.0,NA,female 23.0,20.5856952667236,1250.0,2507,male 20.0,19.476655960083,864.0,1830,male 41.0,21.3333339691162,1180.0,NA,male 34.0,23.804801940918,NA,3080,female 60.0,23.8751163482666,NA,2769,male 51.0,26.1213264465332,NA,2701,male 25.0,20.8116550445557,NA,3294,female 24.0,23.0078582763672,NA,2637,male 27.0,22.3776226043701,1462.0,NA,female 36.0,24.5510673522949,1015.0,NA,male 27.0,24.3818874359131,1327.0,NA,male 27.0,20.8995742797852,1498.0,2766,female 26.0,22.794900894165,1143.0,NA,male 33.0,21.2497501373291,NA,2980,male 17.0,23.0055656433105,1070.0,NA,male 60.0,24.3787326812744,1121.0,NA,male 32.0,23.1481494903564,1020.0,NA,male 19.0,20.7792205810547,970.0,2277,male 16.0,21.1535491943359,1122.0,NA,male 24.0,21.757640838623,1354.0,NA,female 26.0,21.5213356018066,1053.0,NA,male 43.0,22.8059120178223,1054.0,NA,male 36.0,23.5244693756104,1600.0,NA,male 33.0,26.257417678833,1368.0,2839,male 49.0,22.138147354126,1210.0,2600,male 49.0,25.953987121582,1447.0,NA,male 28.0,20.7792205810547,NA,2343,female 29.0,21.4388771057129,NA,3240,female 39.0,21.7049369812012,1614.0,NA,female 30.0,26.9886360168457,1794.0,4448,female 36.0,23.2383003234863,1437.0,NA,female 28.0,31.25,1737.0,3364,female 37.0,27.071268081665,1189.0,NA,male 34.0,26.6810111999512,2040.0,3364,female 23.0,22.8059120178223,949.0,NA,male 47.0,24.4897956848145,1203.0,NA,male 29.0,23.905969619751,1647.0,NA,male 34.0,29.3292083740234,NA,4687,female 28.0,24.2376174926758,1523.0,NA,male 36.0,22.9134426116943,1033.0,NA,male 30.0,23.2383003234863,1592.0,NA,female 29.0,21.8359222412109,NA,2375,male 43.0,19.6408538818359,1346.0,NA,male 20.0,22.2178153991699,1065.0,2316,male 33.0,20.8116550445557,1045.0,2219,female 27.0,22.2055263519287,1492.0,NA,female 35.0,25.1651439666748,1463.0,3122,female 33.0,30.1846580505371,1809.0,3810,female 27.0,20.3689785003662,NA,3300,female 27.0,28.1329460144043,1382.0,NA,male 32.0,23.4541072845459,1650.0,NA,female 28.0,23.4736156463623,1050.0,NA,male 39.0,22.8434810638428,NA,2290,male 30.0,24.4410057067871,NA,2428,male 32.0,24.7866401672363,1560.0,4076,male 30.0,18.9393939971924,1085.0,NA,male 32.0,28.1329460144043,1296.0,NA,male 31.0,20.3689785003662,1468.0,NA,female 54.0,21.2900238037109,1041.0,NA,male 45.0,26.4192943572998,1740.0,NA,male 46.0,23.6403465270996,1174.0,NA,male 26.0,23.0403213500977,1335.0,2642,female 38.0,21.6913948059082,995.0,NA,male 35.0,24.0989780426025,1870.0,NA,female 18.0,20.3165855407715,978.0,2282,male 31.0,20.557201385498,NA,2550,female 50.0,22.607931137085,NA,2472,male 20.0,19.2949905395508,898.0,1884,male 36.0,22.3340663909912,897.0,NA,male 31.0,25.8981323242188,1500.0,NA,male 35.0,22.2634506225586,2134.0,4043,female 32.0,20.7441272735596,NA,3003,male 37.0,21.9138050079346,1256.0,NA,male 27.0,23.2006683349609,1260.0,NA,male 42.0,24.8579540252686,1234.0,2328,male 34.0,22.2634506225586,1045.0,NA,male 30.0,21.3858814239502,NA,3153,female 47.0,25.6630573272705,1198.0,NA,male 26.0,19.1064319610596,869.0,NA,male 32.0,21.0760669708252,1095.0,NA,male 44.0,27.9035243988037,1287.0,2537,male 27.0,31.3389549255371,NA,4115,female 29.0,25.7942733764648,1670.0,NA,female 28.0,26.6902332305908,1275.0,NA,male 38.0,26.5088748931885,NA,2760,male 53.0,23.0055656433105,NA,2475,male 27.0,28.0583629608154,1623.0,3662,male 39.0,31.8450794219971,1799.0,4424,female 53.0,25.8981323242188,1345.0,NA,male 37.0,20.3423118591309,NA,2321,male 32.0,24.8579540252686,1361.0,NA,female 37.0,23.4604110717773,1589.0,NA,female 36.0,21.0615863800049,1498.0,NA,female 38.0,21.1840629577637,1210.0,NA,male 26.0,22.1496620178223,1980.0,NA,female 42.0,25.6533584594727,2292.0,4440,female 33.0,22.4466896057129,1327.0,NA,male 34.0,24.301830291748,1285.0,2473,male 35.0,24.8579540252686,1585.0,NA,female 25.0,23.0823860168457,1130.0,NA,female 36.0,27.2949028015137,1620.0,3360,male 36.0,24.4716014862061,1386.0,NA,male 34.0,20.7028980255127,1213.0,NA,female 26.0,20.0537414550781,1680.0,NA,female 23.0,21.3333339691162,912.0,1797,male 33.0,25.391788482666,1338.0,2833,male 31.0,23.804801940918,2400.0,NA,female 30.0,21.6992244720459,1067.0,2169,female 37.0,28.4972171783447,1372.0,NA,male 26.0,22.19460105896,1813.0,NA,female 24.0,20.8116550445557,NA,3394,female 25.0,21.8716106414795,1525.0,3356,female 43.0,27.5420742034912,NA,2988,male 47.0,24.6913585662842,NA,2932,male 33.0,21.2330913543701,1125.0,NA,male 32.0,23.0055656433105,1828.0,NA,female 33.0,21.0615863800049,1167.0,2539,male 27.0,24.9596538543701,1530.0,NA,female 37.0,21.6913948059082,982.0,2043,male 30.0,27.524377822876,NA,3658,male 26.0,19.4414653778076,NA,3047,female 29.0,22.7036247253418,1749.0,3056,female 37.0,23.0055656433105,1540.0,NA,female 19.0,21.5213356018066,1065.0,NA,male 24.0,20.9193706512451,NA,2656,male 23.0,20.4190330505371,NA,3414,female 39.0,26.7161407470703,1064.0,NA,male 44.0,21.6890811920166,NA,3287,female 32.0,19.9214382171631,NA,2290,male 30.0,25.9219512939453,1648.0,3484,female 55.0,26.6335220336914,2426.0,4445,female 32.0,26.2030715942383,NA,3092,female 27.0,23.2419147491455,1444.0,3100,male 27.0,25.6533584594727,1740.0,3660,female 61.0,23.7476806640625,1253.0,NA,male 74.0,21.6407279968262,1980.0,4200,male 26.0,23.7476806640625,1470.0,3144,male 50.0,24.3787326812744,1610.0,NA,male 32.0,21.3858814239502,NA,3272,male 43.0,23.5923233032227,1680.0,3420,female 42.0,22.5063571929932,NA,2388,male 27.0,23.677225112915,1295.0,NA,female 22.0,25.2319107055664,1155.0,NA,male 34.0,28.2003726959229,1580.0,NA,male 17.0,23.677225112915,1084.0,2651,male 28.0,22.3620853424072,1388.0,NA,male 26.0,29.6846008300781,1367.0,NA,male 20.0,25.1122360229492,1370.0,NA,male 27.0,19.9214382171631,1634.0,NA,female 25.0,22.1496620178223,947.0,NA,male 29.0,25.9219512939453,1725.0,3750,male 17.0,22.5394439697266,988.0,NA,male 47.0,25.2340793609619,1159.0,NA,male 34.0,21.2497501373291,1044.0,NA,male 38.0,21.2330913543701,1530.0,NA,female 29.0,23.677225112915,1081.0,NA,male 25.0,24.2090320587158,1308.0,NA,female 50.0,22.1496620178223,1250.0,2591,male 32.0,22.0258159637451,1200.0,2287,male 23.0,22.0195026397705,NA,2274,male 24.0,21.5213356018066,1011.0,2143,male 35.0,21.3858814239502,1303.0,NA,female 39.0,26.6810111999512,2127.0,4500,female 32.0,29.5756607055664,1815.0,3277,male 28.0,18.7552967071533,1200.0,NA,male 43.0,21.4388771057129,1385.0,2782,female 32.0,21.2330913543701,1080.0,NA,male 28.0,20.7507171630859,1685.0,NA,female 22.0,23.849609375,1032.0,2220,male 45.0,20.9185256958008,NA,3014,female 31.0,21.2497501373291,1470.0,3090,male 42.0,23.6100902557373,1140.0,NA,male 33.0,27.1515140533447,1570.0,NA,male 20.0,20.382287979126,1460.0,NA,female 32.0,24.431360244751,1676.0,NA,female 36.0,27.996223449707,2016.0,NA,female 36.0,27.5416889190674,NA,3720,female 62.0,27.3631248474121,1956.0,4014,female 25.0,20.5856952667236,1027.0,2141,male 34.0,20.7028980255127,NA,3577,female 35.0,30.2970199584961,1320.0,6420,male 24.0,23.9778060913086,NA,1908,male 30.0,23.849609375,1290.0,NA,male 40.0,23.0403213500977,1332.0,2701,male 39.0,21.3448085784912,1578.0,NA,female 34.0,24.5955924987793,NA,3660,female 32.0,26.4016876220703,1193.0,NA,male 31.0,24.5510673522949,1150.0,NA,male 34.0,28.7598209381104,1500.0,NA,male 36.0,20.4466800689697,1317.0,NA,female 34.0,23.9778060913086,1647.0,NA,female 33.0,21.745231628418,NA,2480,male 41.0,19.2949905395508,NA,2792,female 39.0,26.6902332305908,1860.0,3600,male 35.0,24.4897956848145,1192.0,NA,male 56.0,32.0715103149414,NA,3580,male 46.0,21.5684432983398,1351.0,NA,female 58.0,21.745231628418,1208.0,NA,male 19.0,22.3620853424072,1062.0,2481,male 37.0,23.0055656433105,1490.0,2984,male 31.0,26.713415145874,1638.0,3855,female 22.0,25.2475166320801,1278.0,NA,male 50.0,23.1481494903564,1264.0,2624,male 38.0,23.8209743499756,1755.0,NA,female 24.0,21.3858814239502,906.0,1868,male 33.0,23.3742389678955,1549.0,NA,female 30.0,23.3060932159424,1338.0,NA,male 36.0,24.2376174926758,1386.0,NA,male 45.0,19.7955894470215,1244.0,NA,female 30.0,21.9138050079346,1604.0,NA,male 52.0,25.953987121582,1263.0,NA,male 35.0,25.391788482666,1596.0,3608,male 52.0,21.2497501373291,1462.0,NA,male 46.0,21.3792457580566,1420.0,3249,female 30.0,20.5226860046387,NA,2973,female 30.0,32.0560989379883,2277.0,NA,female 40.0,25.0438270568848,NA,4140,female 31.0,19.8583183288574,1188.0,NA,male 31.0,28.2003726959229,2040.0,NA,male 23.0,21.484375,NA,3554,female 38.0,21.7046508789062,1220.0,NA,female 25.0,21.5476226806641,NA,2316,male 40.0,25.2047882080078,1140.0,2820,male 31.0,20.8698558807373,1185.0,NA,female 56.0,25.0438270568848,NA,3210,male 39.0,24.0484848022461,1264.0,NA,male 26.0,24.1777782440186,1367.0,2789,male 31.0,21.3858814239502,1454.0,NA,female 28.0,26.109167098999,1754.0,3493,female 24.0,25.2477855682373,1436.0,2977,male 16.0,19.8583183288574,1082.0,NA,male 45.0,24.1715908050537,1424.0,2971,male 49.0,22.2634506225586,1238.0,2714,male 31.0,22.0385684967041,1327.0,NA,female 33.0,29.6846008300781,NA,2540,male 30.0,21.8359222412109,NA,2926,male 21.0,24.0933437347412,NA,2790,male 31.0,25.9219512939453,NA,3512,male 39.0,20.6868686676025,1183.0,NA,male 50.0,25.0438270568848,1157.0,NA,male 24.0,23.6100902557373,1061.0,NA,male 39.0,22.5196971893311,NA,3180,male 38.0,25.7995166778564,NA,4999,female 39.0,21.6619300842285,NA,2773,female 31.0,21.0724010467529,NA,3024,female 43.0,24.5510673522949,NA,2316,male 37.0,19.24729347229,NA,4740,female 38.0,28.8179836273193,1497.0,NA,female 28.0,21.2244892120361,894.0,1890,male 35.0,20.5856952667236,1195.0,NA,male 18.0,18.7474746704102,1081.0,2401,male 34.0,20.7375621795654,1360.0,NA,female 52.0,23.1481494903564,1140.0,NA,male 57.0,25.953987121582,1320.0,NA,male 31.0,26.2626266479492,1513.0,2914,female 45.0,25.2319107055664,1395.0,NA,male 29.0,22.7087211608887,1333.0,NA,male 21.0,22.8940277099609,1304.0,NA,female 28.0,21.745231628418,1259.0,NA,male 56.5,24.5530090332031,1243.0,2732,male 47.0,22.5182952880859,1432.0,NA,male 34.0,25.858585357666,1141.0,NA,male 30.0,25.9515552520752,1102.0,NA,male 48.0,25.6771793365479,1710.0,NA,male 23.0,20.4823741912842,NA,2303,male 51.0,25.7457370758057,1745.0,3430,female 33.0,25.9219512939453,1265.0,NA,male 33.0,27.9772758483887,1607.0,3251,male 30.0,26.2125415802002,NA,3871,female 28.0,22.892822265625,NA,2625,female 39.0,23.0078582763672,NA,2282,male 32.0,21.1292610168457,2336.0,NA,female 33.0,20.24147605896,1568.0,NA,female 28.0,23.1481494903564,NA,1960,male 32.0,19.4414653778076,1710.0,3728,female 38.0,25.9740257263184,1288.0,NA,male 42.0,25.953987121582,1233.0,2653,male 33.0,29.7794494628906,1870.0,3900,female 42.0,24.6258563995361,NA,2891,male 29.0,27.1192646026611,1620.0,NA,female 35.0,35.0014228820801,3400.0,NA,female 41.0,20.035062789917,1285.0,NA,female 39.0,19.7888031005859,NA,3780,male 32.0,20.3339519500732,1008.0,2105,male 38.0,25.8121376037598,1155.0,2567,male 31.0,20.6562671661377,1338.0,NA,female 27.0,25.2319107055664,1130.0,NA,male 64.0,29.6846008300781,1511.0,3910,male 29.0,24.1301918029785,1172.0,NA,male 44.0,21.6913948059082,1336.0,NA,female 31.0,23.0057334899902,1296.0,NA,female 28.0,24.526159286499,1525.0,3540,male 28.0,23.7476806640625,2298.0,NA,female 55.0,26.7323513031006,NA,2779,male 34.0,21.0965118408203,1112.0,2553,male 28.0,20.2440662384033,1329.0,2812,female 35.0,27.2180500030518,2319.0,NA,female 29.0,21.8716468811035,1658.0,NA,female 24.0,24.7371654510498,2029.0,NA,female 28.0,21.6221160888672,1180.0,NA,female 38.0,20.035062789917,1175.0,NA,female 33.0,28.2599143981934,1264.0,2704,male 22.0,30.1846580505371,1837.0,NA,female 53.0,24.301830291748,1289.0,2692,male 27.0,24.8147010803223,1226.0,2662,male 35.0,25.0520324707031,1364.0,NA,male 34.0,22.5602970123291,1275.0,2734,male 41.0,23.6537818908691,1568.0,NA,male 21.0,23.7476806640625,NA,2685,male 45.0,27.7979793548584,1520.0,3383,male 21.0,20.3264484405518,888.0,1826,male 27.0,25.9301586151123,1434.0,NA,male 21.0,20.717794418335,1620.0,3746,female 32.0,22.5182952880859,1063.0,2318,male 39.0,19.6602687835693,1444.0,2913,female 45.0,23.849609375,1980.0,NA,male 27.0,22.3776226043701,NA,2576,female 33.0,25.9219512939453,1734.0,NA,female 22.0,24.0241413116455,1200.0,NA,male 16.0,22.9134426116943,1265.0,2918,male 28.0,23.9490718841553,1109.0,NA,male 52.0,25.0177135467529,1740.0,3720,female 20.0,28.9424858093262,1148.0,NA,male 28.0,21.6407279968262,NA,2338,male 36.0,20.5755500793457,1194.0,NA,female 43.0,26.6902332305908,NA,3367,male 26.0,23.7476806640625,1024.0,2124,male 39.0,26.7323513031006,1620.0,3225,male 32.0,21.8716468811035,1574.0,NA,female 26.0,25.0438270568848,2106.0,4526,female 33.0,21.1292610168457,1788.0,NA,female 22.0,22.57785987854,1095.0,2320,male 37.0,23.749605178833,NA,2827,female 31.0,20.1562099456787,1150.0,NA,female 30.0,23.3747253417969,1447.0,NA,male 33.0,21.7046508789062,1065.0,NA,male 41.0,28.4444446563721,NA,3000,male 33.0,26.7323513031006,1433.0,NA,male 39.0,24.4897956848145,1004.0,NA,male 42.0,21.2331256866455,1052.0,2294,male 40.0,25.1118907928467,NA,2912,male 37.0,20.8698558807373,NA,3300,female 29.0,21.6407279968262,907.0,1920,male 47.0,24.7028350830078,1069.0,2341,male 27.0,18.9126262664795,1188.0,2395,female 30.0,22.0195026397705,NA,3308,female 38.0,22.073543548584,1218.0,2578,male 30.0,23.7476806640625,924.0,NA,male 27.0,23.0834426879883,1620.0,3310,male 28.0,26.7323513031006,1130.0,NA,male 30.0,25.5447044372559,1440.0,NA,male 30.0,24.4107761383057,968.0,NA,male 41.0,22.8059120178223,NA,2173,male 28.0,20.7741470336914,NA,2401,female 37.0,26.6902332305908,992.0,2196,male 44.0,24.4410057067871,NA,2030,male 36.0,23.5690250396729,NA,2390,male 19.0,21.7046508789062,1070.0,2414,male 26.0,20.2515239715576,1710.0,4800,female 37.0,24.4897956848145,1276.0,NA,male 40.0,22.1496620178223,1277.0,2975,male 35.0,20.4711761474609,1246.0,2691,male 18.0,23.0055656433105,1035.0,NA,male 26.0,23.804801940918,1511.0,3147,male 27.0,24.8356456756592,1450.0,NA,male 24.0,20.3423118591309,NA,2241,male 27.0,28.0281085968018,1357.0,NA,male 31.0,20.0404033660889,1130.0,NA,male 34.0,24.5028400421143,1370.0,NA,female 35.0,25.2525272369385,NA,3096,male 32.0,25.2475166320801,1260.0,NA,male 23.0,21.1533641815186,1129.0,NA,male 26.0,22.3576831817627,1751.0,3541,female 23.0,22.1146373748779,1261.0,2460,male 35.0,23.804801940918,1170.0,NA,male 19.0,21.2497501373291,1020.0,NA,male 48.0,21.8394889831543,1503.0,NA,female 32.0,21.8716468811035,NA,3480,female 38.0,23.804801940918,NA,2294,male 31.0,22.607931137085,1139.0,NA,male 26.0,26.0479640960693,NA,2815,male 54.0,23.5690250396729,1290.0,NA,male 35.0,23.8812599182129,1353.0,2702,male 24.0,22.2178153991699,1080.0,2235,male 54.0,24.2171993255615,1698.0,3623,female 41.0,27.4582576751709,1440.0,NA,male 27.0,27.2262420654297,1063.0,NA,male 40.0,20.6220989227295,NA,2684,female 31.0,47.1846466064453,1801.0,4548,female 28.0,20.2010326385498,NA,2065,male 35.0,23.660530090332,NA,2308,male 16.0,17.5578269958496,1131.0,NA,male 32.0,19.3457050323486,869.0,NA,male 21.0,26.4268379211426,1334.0,NA,male 27.0,23.905969619751,NA,2853,male 47.0,21.1900501251221,NA,3266,female 26.0,20.7748546600342,900.0,NA,male 21.0,21.3856105804443,NA,2401,male 38.0,22.0195026397705,NA,2824,female 19.0,21.7809944152832,1031.0,2218,male 48.0,25.5360584259033,1371.0,2896,male 27.0,25.0438270568848,1649.0,NA,female 25.0,22.6262626647949,988.0,NA,male 54.0,23.0055656433105,1121.0,2318,male 32.0,21.9138050079346,1564.0,3314,male 31.0,23.845006942749,1980.0,3902,female 30.0,20.4711761474609,930.0,1840,male 36.0,22.4466896057129,990.0,NA,male 52.0,22.1496620178223,1175.0,NA,male 31.0,24.526159286499,1371.0,NA,female 45.0,21.0636425018311,NA,2380,male 32.0,24.5360145568848,1695.0,NA,female 46.0,20.6562671661377,1240.0,NA,female 43.0,23.9701690673828,1666.0,3764,female 39.0,23.804801940918,NA,2427,male 34.0,22.7272720336914,1560.0,NA,female 31.0,21.3892345428467,1162.0,NA,female 39.0,27.8902969360352,1516.0,NA,male 46.0,34.3923683166504,1327.0,NA,female 24.0,21.3041477203369,1583.0,3185,female 30.0,23.677225112915,NA,1945,male 35.0,20.132116317749,1234.0,2538,female 33.0,25.5207347869873,NA,3234,male 57.0,22.794900894165,1381.0,2876,male 29.0,23.0823860168457,1560.0,NA,male 30.0,23.3747253417969,1106.0,NA,male 36.0,27.996223449707,NA,3180,male 49.0,24.1929512023926,1758.0,3900,male 22.0,31.4564304351807,1920.0,NA,female 29.0,28.659646987915,NA,3905,male 19.0,23.804801940918,983.0,NA,male 37.0,25.9219512939453,NA,3510,male 32.0,26.1171722412109,1259.0,NA,male 43.0,32.968578338623,NA,3732,male 32.0,20.4466800689697,1534.0,NA,female 34.0,25.7457370758057,NA,3660,female 31.0,26.655445098877,1170.0,2475,male 34.0,22.3340663909912,NA,2465,male 24.0,20.5856952667236,1426.0,NA,male 47.0,24.3706893920898,2165.0,NA,female 38.0,27.1230449676514,1860.0,NA,male 41.0,25.9740257263184,1812.0,NA,female 18.0,20.2440662384033,1548.0,NA,female 20.0,21.2330913543701,1230.0,NA,male 22.0,20.6220989227295,1003.0,NA,male 43.0,21.4995975494385,1426.0,NA,female 23.0,19.1761360168457,1350.0,NA,female 40.0,25.2525272369385,1410.0,2910,male 25.0,21.0437717437744,1050.0,2218,male 39.0,25.3575439453125,1158.0,NA,male 50.0,27.4582576751709,NA,2880,male 47.0,24.0906047821045,1250.0,NA,male 25.0,23.1481494903564,1454.0,NA,male 35.0,21.6407279968262,1251.0,2757,male 31.0,25.9688739776611,1436.0,2651,male 44.0,21.4388771057129,1361.0,NA,female 30.0,27.548210144043,1072.0,NA,male 28.0,21.1726741790771,1500.0,NA,female 43.0,30.5512580871582,1546.0,NA,male 28.0,22.794900894165,1454.0,NA,female 31.0,21.9969062805176,957.0,2020,male 30.0,20.4190330505371,1320.0,NA,female 39.0,24.2090320587158,1572.0,3205,female 29.0,22.9134426116943,1110.0,NA,male 46.0,22.133243560791,1025.0,NA,male 37.0,23.849609375,1005.0,2205,male 27.0,21.8359222412109,1116.0,NA,male 31.0,24.8505821228027,1500.0,NA,female 36.0,23.2712593078613,1380.0,2929,female 47.0,24.5510673522949,NA,2504,male 21.0,18.28835105896,NA,3350,female 24.0,21.3858814239502,1143.0,2301,female 31.0,22.2634506225586,1400.0,3120,female 24.0,21.0615863800049,1037.0,NA,female 27.0,25.2340793609619,1245.0,NA,male 39.0,29.1621971130371,2054.0,NA,female 37.0,25.9685707092285,1290.0,NA,male 27.0,21.8904991149902,1482.0,3405,female 45.0,27.5416889190674,1937.0,NA,female 58.0,19.200267791748,NA,3484,female 46.0,31.0724430084229,2163.0,4147,female 39.0,23.677225112915,1290.0,NA,male 50.0,24.1354942321777,NA,3480,male 44.0,22.2038230895996,1330.0,3051,female 30.0,22.0195026397705,NA,2880,male 42.0,24.3413734436035,NA,2580,male 68.0,26.2740821838379,1441.0,NA,male 36.0,19.7955894470215,1180.0,2490,male 29.0,22.9134426116943,1364.0,NA,male 41.0,22.2634506225586,1616.0,3817,male 34.0,25.2319107055664,1405.0,NA,male 46.0,21.2244892120361,1009.0,NA,male 31.0,21.9666042327881,1150.0,2494,male 34.0,21.3858814239502,NA,2716,male 29.0,27.4582576751709,1250.0,2643,male 35.0,25.5415782928467,1620.0,NA,female 43.0,24.5510673522949,1880.0,NA,female 29.0,28.3521347045898,1446.0,NA,male 41.0,27.9035243988037,NA,2995,male 55.0,19.6602687835693,NA,2850,female 33.0,21.929271697998,1236.0,NA,male 31.0,21.2497501373291,1007.0,NA,male 29.0,23.1481494903564,1150.0,2655,male 18.0,21.1535491943359,1007.0,NA,male 21.0,23.9194107055664,1051.0,2200,male 28.0,19.8656711578369,1625.0,NA,female 51.0,23.905969619751,1480.0,NA,male 37.0,36.7564544677734,2182.0,4183,male 30.0,23.5923233032227,1281.0,NA,male 56.0,28.659646987915,1920.0,4200,male 33.0,24.2424240112305,2709.0,5257,female 54.0,21.3858814239502,1620.0,NA,male 50.0,22.1661071777344,1322.0,NA,male 51.0,24.4318180084229,NA,2565,male 30.0,28.6456394195557,1530.0,NA,male 33.0,21.0615863800049,NA,2545,female 42.0,23.0057334899902,1274.0,2548,female 38.0,22.3776226043701,1114.0,NA,male 45.0,25.8136920928955,1412.0,NA,male 37.0,18.99196434021,1220.0,NA,male 34.0,26.4234027862549,1067.0,NA,male 56.0,22.4118728637695,NA,2345,male 37.0,25.9219512939453,2160.0,NA,female 35.0,23.8830413818359,1110.0,NA,male 58.0,18.8738594055176,NA,3120,female 40.0,28.1329460144043,NA,3000,male 48.0,25.9219512939453,1894.0,NA,female 45.0,22.3776226043701,1773.0,NA,female 31.0,24.2090320587158,1680.0,3780,female 24.0,21.5169448852539,1303.0,NA,female 28.0,23.7476806640625,1793.0,3774,female 37.0,25.6818180084229,NA,3900,male 32.0,23.677225112915,1198.0,NA,male 36.0,20.8698558807373,1642.0,NA,female 41.0,30.2714996337891,2083.0,4814,female 35.0,30.123722076416,1934.0,4206,male 26.0,25.858585357666,NA,3182,male 42.0,23.428731918335,NA,2552,male 49.0,22.6817073822021,1764.0,NA,female 57.0,22.5497150421143,1400.0,NA,female 42.0,24.5510673522949,1443.0,2578,male 34.0,28.9471225738525,2063.0,NA,female 40.0,23.804801940918,1356.0,2856,male 47.0,24.9719429016113,1331.0,2997,male 26.0,26.655445098877,2400.0,NA,male 31.0,22.57785987854,1240.0,2598,male 56.0,21.3858814239502,NA,4440,female 34.0,21.1726741790771,1092.0,NA,male 27.0,27.524377822876,NA,2484,male 25.0,22.3620853424072,1020.0,2180,male 35.0,25.2475166320801,NA,2778,female 46.0,21.2244892120361,1257.0,2730,male 28.0,24.5510673522949,1380.0,3000,male 27.0,25.9688739776611,1792.0,NA,male 23.0,20.4466800689697,1530.0,NA,female 33.0,32.968578338623,2372.0,5220,male 39.0,23.8830413818359,NA,2754,male 55.0,24.0420742034912,NA,2560,male 38.0,24.8505821228027,NA,2835,female 16.0,19.476655960083,985.0,2055,male 45.0,26.4417018890381,1629.0,3277,male 60.0,32.4074096679688,2040.0,NA,male 53.0,21.7046508789062,NA,3060,female 43.0,22.6817073822021,1794.0,3780,female 45.0,20.9276123046875,1590.0,3060,female 53.0,20.7748546600342,1396.0,NA,male 33.0,22.6817073822021,1650.0,NA,female 27.0,21.8612155914307,1569.0,3261,female 37.0,26.8345031738281,2354.0,4380,female 33.0,24.2090320587158,NA,4140,female 25.0,24.3070697784424,1052.0,2308,male 51.0,26.5677185058594,NA,2890,male 41.0,24.5429515838623,1005.0,NA,male 31.0,19.53125,1410.0,NA,female 36.0,20.035062789917,NA,2880,female 34.0,24.2376174926758,NA,3430,male 33.0,24.3044013977051,NA,2431,male 47.0,21.3858814239502,1002.0,NA,male 46.0,24.6913585662842,1480.0,NA,male 23.0,23.9701690673828,1393.0,NA,female 35.0,27.3569030761719,1540.0,3482,male 55.0,21.3521862030029,1168.0,2496,male 57.0,20.7741470336914,1740.0,3660,female 26.0,23.3742389678955,NA,2920,male 43.0,23.066198348999,1147.0,NA,male 25.0,22.8059120178223,1680.0,NA,female 56.0,26.5050506591797,NA,2889,male 32.0,29.1621971130371,1380.0,3248,male 42.0,17.872486114502,NA,2412,male 48.0,20.2515239715576,1560.0,NA,female 45.0,21.6407279968262,1142.0,2519,male 34.0,25.7942733764648,1487.0,NA,male 23.0,23.5923233032227,992.0,2142,male 53.0,22.6817073822021,NA,2482,male 38.0,23.7476806640625,1609.0,3362,male 45.0,23.218957901001,1175.0,NA,male 67.0,25.0216045379639,1375.0,NA,male 40.0,23.6100902557373,1036.0,2157,male 43.0,33.670036315918,1800.0,NA,male 59.0,23.2419147491455,1390.0,NA,male 43.0,25.4359169006348,1623.0,NA,female 43.0,23.0834426879883,1723.0,4323,male 24.0,21.9885921478271,NA,3202,female 31.0,25.953987121582,1455.0,NA,female 25.0,28.7598209381104,1320.0,3720,male 48.0,21.8716468811035,1281.0,2904,male 57.0,27.3569030761719,1620.0,3540,male 46.0,25.0505046844482,1485.0,NA,female 37.0,19.9216403961182,1762.0,4225,male 55.0,21.3068180084229,1323.0,NA,female 28.0,22.7064037322998,1860.0,3300,female 32.0,20.3119964599609,NA,3300,female 26.0,25.3777465820312,1398.0,2833,female 32.0,21.484375,1984.0,3937,female 40.0,27.1515140533447,1546.0,NA,male 36.0,23.677225112915,1279.0,2789,male 49.0,36.4606094360352,2055.0,NA,male 38.0,20.6308269500732,1209.0,2591,male 40.0,17.2135543823242,1382.0,NA,female 49.0,23.6606063842773,NA,2581,male 27.0,34.3701667785645,1788.0,NA,male 32.0,24.1398181915283,NA,4402,female 38.0,20.7792205810547,1540.0,NA,female 41.0,23.7926139831543,1160.0,NA,male 49.0,26.2740821838379,1235.0,NA,male 30.0,20.6307983398438,1410.0,NA,male 27.0,20.6562671661377,1169.0,NA,female 45.0,25.9685707092285,NA,3390,male 35.0,22.5394439697266,1502.0,NA,male 36.0,20.035062789917,1407.0,NA,female 37.0,18.2463703155518,1104.0,2267,female 21.0,19.476655960083,1079.0,NA,male 45.0,30.70676612854,1770.0,NA,male 39.0,24.4410057067871,NA,2642,male 44.0,22.9047832489014,1664.0,3537,female 55.0,24.1301918029785,1290.0,NA,male 39.0,30.4903373718262,1986.0,4083,female 66.0,23.2938823699951,2045.0,NA,male 26.0,24.4897956848145,NA,3525,female 33.0,22.8675670623779,1423.0,NA,male 58.0,21.3521862030029,NA,2144,male 31.0,22.0195026397705,1620.0,NA,female 31.0,26.9360256195068,NA,2780,female 46.0,21.0437717437744,NA,2396,male 32.0,25.0438270568848,1657.0,3420,female 35.0,20.5856952667236,1455.0,NA,male 28.0,22.3576831817627,1144.0,NA,female 33.0,19.4414653778076,930.0,NA,male 48.0,26.109167098999,1862.0,NA,female 42.0,29.0909099578857,NA,2674,male 49.0,24.4897956848145,NA,3180,male 25.0,23.0661659240723,1778.0,NA,female 31.0,22.2634506225586,1108.0,NA,male 40.0,25.2475166320801,NA,2795,male 25.0,23.1481494903564,1049.0,2159,male 36.0,20.035062789917,1591.0,NA,female 67.0,28.0583629608154,NA,4500,male 33.0,21.6407279968262,1333.0,NA,female 36.0,27.4857387542725,1680.0,3300,female 41.0,23.6150550842285,NA,3983,female 42.0,24.0445251464844,NA,2885,male 51.0,32.3614845275879,2088.0,NA,female 34.0,21.9666042327881,NA,2914,male 41.0,23.2727279663086,1380.0,2820,male 38.0,24.8236846923828,1789.0,3558,female 52.0,23.6537818908691,1310.0,2626,male 29.0,24.8579540252686,1594.0,3720,female 50.0,22.5182952880859,1218.0,NA,male 26.0,22.0195026397705,1169.0,2440,male 25.0,21.5213356018066,1109.0,NA,male 34.0,25.7457370758057,1210.0,NA,male 39.0,22.3620853424072,NA,2346,male 32.0,31.4564304351807,2244.0,3913,female 34.0,24.14772605896,2010.0,3750,female 45.0,20.3268928527832,1495.0,NA,female 45.0,21.9797973632812,1130.0,NA,male 25.0,22.0195026397705,1312.0,NA,female 26.0,22.9134426116943,1440.0,NA,male 49.0,19.5341854095459,1350.0,NA,female 32.0,24.0989780426025,1848.0,3957,female 22.0,22.3776226043701,1947.0,4020,female 25.0,20.202018737793,1226.0,NA,female 70.0,24.301830291748,1591.0,NA,male 33.0,20.2515239715576,1490.0,NA,female 26.0,23.749605178833,1869.0,NA,female 31.0,21.5476551055908,1065.0,NA,male 38.0,22.5394439697266,1590.0,NA,female 32.0,23.1481494903564,1260.0,NA,male 31.0,21.0437717437744,1157.0,2399,male 36.0,25.2525272369385,NA,3012,male 33.0,22.7215442657471,NA,3267,female 31.0,29.0404071807861,1410.0,3060,male 42.0,30.1010093688965,1768.0,3853,female 31.0,23.0403213500977,1590.0,NA,female 35.0,18.8497219085693,NA,2400,female 35.0,23.4917678833008,1160.0,2522,male 21.0,26.7161407470703,1113.0,NA,male 45.0,27.5420742034912,1530.0,3120,male 36.0,25.533109664917,1363.0,NA,male 40.0,27.4582576751709,1250.0,NA,male 26.0,22.5497150421143,1227.0,NA,female 33.0,25.2477855682373,1299.0,2804,male 33.0,23.4917678833008,1360.0,NA,female 35.0,22.7036247253418,1450.0,NA,female 41.0,24.2704830169678,1134.0,2360,male 31.0,27.5993213653564,1355.0,NA,male 29.0,23.9701690673828,1740.0,NA,female 35.0,22.6817073822021,NA,3562,female 47.0,23.2006683349609,1180.0,NA,male 35.0,25.2319107055664,1250.0,2862,male 20.0,23.6496086120605,1875.0,3691,female 34.0,21.5169448852539,1879.0,4310,female 53.0,22.8282833099365,1815.0,NA,female 37.0,23.677225112915,1025.0,NA,male 38.0,19.2400169372559,NA,2850,female 49.0,23.3742389678955,NA,3326,male 31.0,23.0055656433105,1229.0,NA,male 23.0,21.5169448852539,1171.0,NA,female 35.0,19.6408538818359,NA,2716,male 34.0,20.8926372528076,1253.0,NA,female 32.0,21.8716468811035,NA,3000,female 46.0,25.2121200561523,NA,2820,male 27.0,21.0615863800049,1102.0,NA,male 57.0,35.3649864196777,2700.0,NA,female 35.0,24.8579540252686,1053.0,2210,male 24.0,21.745231628418,NA,2417,male 35.0,24.4897956848145,1440.0,NA,male 50.0,25.7457370758057,1647.0,3298,female 43.0,20.6307983398438,1141.0,2340,male 37.0,25.0438270568848,1303.0,NA,male 34.0,23.677225112915,NA,3592,female 30.0,26.7161407470703,1234.0,NA,male 44.0,22.1496620178223,1350.0,2700,male 25.0,24.7028350830078,1500.0,NA,male 51.0,23.849609375,1240.0,NA,male 37.0,23.0055656433105,1077.0,NA,male 53.0,22.133243560791,1529.0,NA,male 46.0,23.7476806640625,1258.0,NA,male 29.0,29.6846008300781,1414.0,3102,male 54.0,29.2630443572998,1680.0,NA,female 42.0,26.7466468811035,1505.0,NA,female 42.0,26.7466468811035,1505.0,NA,female 36.0,21.0724010467529,1530.0,3227,female 20.0,19.6209259033203,1170.0,NA,male 31.0,23.9701690673828,1740.0,4200,female 24.0,22.9047832489014,1680.0,NA,female 45.0,25.2121200561523,NA,3040,male 29.0,23.4604110717773,1440.0,2967,female 63.0,21.0368156433105,NA,4140,female 57.0,24.4410057067871,1200.0,2700,male 36.0,20.9193706512451,934.0,NA,male 48.0,25.2477855682373,1220.0,2441,male 24.0,21.0615863800049,1080.0,NA,male 45.0,24.5510673522949,NA,2497,male 28.0,20.8698558807373,NA,2989,female 28.0,21.3333339691162,NA,2403,male 49.0,22.3776226043701,NA,2588,female 16.0,19.1355285644531,1110.0,2365,male 31.0,19.2980804443359,1135.0,2382,female 56.0,23.5244693756104,NA,2548,male 42.0,23.3747253417969,1370.0,3082,male 35.0,20.6562671661377,NA,2834,female 39.0,22.3576831817627,1143.0,NA,male 38.0,23.1481494903564,NA,2474,male 67.0,23.218957901001,1262.0,NA,female 43.0,25.9219512939453,1260.0,2610,male 29.0,20.3423118591309,881.0,1975,male 33.0,26.2983665466309,1604.0,4200,female 64.0,24.2214527130127,1300.0,NA,male 37.0,22.5602970123291,1350.0,NA,male 44.0,24.2090320587158,NA,2348,male 33.0,21.5169448852539,1188.0,NA,female 27.0,21.3068180084229,1721.0,NA,female 27.0,19.4414653778076,NA,1993,male 25.0,30.9844017028809,2537.0,NA,female 35.0,20.7375621795654,NA,2781,female 45.0,33.3673400878906,2146.0,4646,female 40.0,17.8465213775635,NA,2620,male 38.0,25.2475166320801,NA,2430,male 28.0,22.6817073822021,1176.0,NA,female 42.0,24.615385055542,1622.0,NA,female 60.0,28.0583629608154,1930.0,4150,male 29.0,23.845006942749,1565.0,NA,female 36.0,26.2345695495605,1264.0,NA,male 36.0,21.5169448852539,NA,2340,female 27.0,22.19460105896,NA,3150,female 35.0,19.279182434082,1183.0,NA,female 29.0,22.7036247253418,1403.0,NA,female 40.0,23.6716194152832,1256.0,NA,male 27.0,20.3689785003662,1380.0,NA,female 34.0,24.5654125213623,1290.0,NA,male 35.0,26.5088748931885,1439.0,NA,male 35.0,23.3742389678955,NA,3660,female 22.0,21.8716468811035,NA,2628,female 29.0,21.3858814239502,1660.0,3580,female 24.0,25.2475166320801,2115.0,NA,female 53.0,24.8579540252686,NA,2818,male 38.0,22.7218933105469,1405.0,2752,female 53.0,23.3717136383057,1240.0,NA,male 52.0,21.0368156433105,1370.0,NA,female 36.0,22.1496620178223,1275.0,NA,female 44.0,23.4917678833008,NA,2410,male 30.0,21.3792457580566,1267.0,NA,female 45.0,21.3858814239502,1025.0,NA,male 34.0,22.5182952880859,988.0,NA,male 35.0,22.57785987854,1069.0,NA,male 24.0,24.5700244903564,NA,2795,male 55.0,23.5244693756104,1332.0,NA,male 33.0,22.2634506225586,1472.0,NA,male 29.0,23.4736156463623,987.0,2083,male 39.0,21.3729114532471,NA,1981,male 27.0,22.0385684967041,1275.0,NA,female 46.0,20.4190330505371,1287.0,NA,female 35.0,19.9677238464355,NA,2744,female 34.0,21.8716468811035,NA,2640,female 16.0,18.3307552337646,945.0,2040,male 24.0,25.2525272369385,1053.0,NA,male 38.0,24.670431137085,1590.0,NA,male 38.0,27.4115905761719,1320.0,NA,male 32.0,24.5955924987793,NA,2530,female 47.0,25.8981323242188,1248.0,NA,male 32.0,25.8121376037598,1248.0,NA,male 43.0,23.7547073364258,1749.0,3334,female 31.0,25.7593650817871,1198.0,NA,male 40.0,22.2634506225586,912.0,NA,male 32.0,23.4917678833008,1205.0,NA,male 45.0,24.301830291748,1367.0,2815,male 46.0,21.2330913543701,1860.0,4283,female 44.0,22.794900894165,1423.0,2959,male 44.0,23.5923233032227,1196.0,NA,male 28.0,25.8981323242188,1350.0,NA,male 58.0,24.1559886932373,1226.0,2524,male 28.0,24.9748363494873,1144.0,NA,male 60.0,19.53125,1665.0,3550,female 33.0,23.0823860168457,1393.0,3173,female 27.0,23.8157939910889,1387.0,NA,female 40.0,22.7272720336914,1138.0,NA,male 38.0,24.0445251464844,NA,2857,male 50.0,22.9631958007812,1346.0,3009,male 56.0,25.4797077178955,1230.0,NA,male 38.0,19.4872760772705,1501.0,3235,female 30.0,21.745231628418,NA,2207,male 40.0,19.7955894470215,NA,2805,female 26.0,23.218957901001,1011.0,NA,male 29.0,22.0373210906982,989.0,NA,male 39.0,22.0385684967041,NA,3686,female 46.0,32.0715103149414,2469.0,NA,male 36.0,23.0057334899902,1065.0,NA,male 25.0,21.9138050079346,1020.0,NA,male 26.0,21.0724010467529,1320.0,NA,female 37.0,29.4612808227539,NA,2659,male 35.0,24.0445251464844,NA,2249,male 27.0,25.7936820983887,1206.0,NA,male 49.0,20.5226860046387,1285.0,NA,female 52.0,23.0834426879883,1240.0,NA,male 49.0,23.2727279663086,NA,3405,male 29.0,24.2214527130127,NA,2570,male 38.0,22.2634506225586,NA,2280,male 43.0,24.5700244903564,NA,2562,male 26.0,24.5510673522949,1160.0,2468,male 22.0,21.745231628418,1220.0,NA,male 37.0,25.820333480835,1370.5,2850,male 28.0,18.8210220336914,1297.0,NA,female 28.0,22.2055263519287,1800.0,NA,female 34.0,26.655445098877,1470.0,3180,male 25.0,20.4711761474609,852.0,NA,male 31.0,21.0368156433105,1223.0,NA,female 32.0,22.9134426116943,NA,2066,male 35.0,26.6902332305908,1297.0,NA,male 53.0,29.0972003936768,1547.0,3191,male 31.0,21.0724010467529,1282.0,NA,female 34.0,28.3107891082764,2193.0,NA,female 64.0,23.3742389678955,1790.0,NA,male 38.0,28.113748550415,NA,2860,male 46.0,27.03786277771,1426.0,3026,male 28.0,22.3776226043701,1146.0,NA,female 35.0,24.9684562683105,NA,2646,male 19.0,20.7792205810547,1423.0,2930,male 34.0,22.1088695526123,1133.5,2830,male 66.0,20.7631893157959,1446.0,NA,male 34.0,21.7046508789062,1360.0,NA,female 28.0,21.6407279968262,NA,1860,male 33.0,23.9368705749512,NA,1920,male 38.0,23.7046775817871,1439.0,NA,male 30.0,28.8543033599854,NA,3604,male 38.0,33.3806800842285,2167.0,4507,female 38.0,30.70676612854,NA,3370,male 42.0,25.953987121582,NA,2296,male 36.0,23.5923233032227,1053.0,NA,male 34.0,24.9596538543701,NA,2542,male 35.0,24.6258563995361,1806.0,3450,male 30.0,19.7011451721191,1278.0,2664,female 38.0,23.9191932678223,1194.0,NA,male 38.0,23.905969619751,1287.0,2737,male 23.0,15.4283857345581,1009.0,NA,female 49.0,23.849609375,1194.0,NA,male 34.0,20.3200740814209,969.0,NA,male 29.0,25.7457370758057,2025.0,NA,female 29.0,23.2383003234863,1361.0,2836,female 31.0,25.1631832122803,1943.0,NA,female 29.0,20.4190330505371,1320.0,NA,female 30.0,23.4917678833008,NA,3259,female 16.0,22.2634506225586,NA,2459,male 48.0,27.4938735961914,1318.0,NA,male 23.0,17.7299613952637,982.0,NA,male 43.0,24.3044013977051,1123.0,NA,male 36.0,32.0593681335449,2010.0,NA,male 34.0,23.2491683959961,1178.0,NA,male 30.0,22.57785987854,NA,1992,male 26.0,23.849609375,1010.0,2150,male 43.0,24.2882499694824,1097.0,2313,male 39.0,26.7320137023926,1678.0,NA,female 31.0,26.5088748931885,NA,2955,male 28.0,23.0834426879883,1324.0,NA,male 38.0,28.3107891082764,1620.0,3420,male 26.0,22.037281036377,NA,2730,female 31.0,23.4917678833008,NA,3240,female 26.0,21.3521862030029,1112.0,NA,male 26.0,22.2414264678955,1100.0,NA,male 67.0,22.5063571929932,NA,3242,male 31.0,22.6817073822021,NA,2406,female 53.0,25.820333480835,NA,3750,female 46.0,19.6408538818359,1013.0,NA,male 48.0,20.2020206451416,NA,2078,male 31.0,25.7457370758057,NA,3030,female 22.0,24.1874504089355,1478.0,NA,female 18.0,23.3717136383057,NA,3270,male 41.0,24.0387802124023,1260.0,2760,male 32.0,25.8981323242188,1284.0,NA,male 45.0,26.655445098877,NA,3240,male 33.0,20.9276447296143,1019.0,2087,male 34.0,19.4414653778076,1080.0,NA,male 54.0,22.3340663909912,NA,2895,female 43.0,23.0834426879883,1229.0,2646,male 30.0,24.4432487487793,1737.0,NA,female 42.0,28.2599143981934,1590.0,NA,male 30.0,21.537691116333,1459.0,NA,female 52.0,24.7878665924072,1980.0,NA,male 29.0,31.14186668396,1395.0,NA,male 37.0,24.2214527130127,1036.0,NA,male 35.0,23.1481494903564,1261.0,2820,male 27.0,24.301830291748,1335.0,NA,female 44.0,18.8735408782959,NA,2261,female 29.0,22.2634506225586,1057.0,NA,male 33.0,24.2090320587158,1025.0,NA,male 41.0,18.9196872711182,1390.0,NA,female 34.0,23.0403213500977,NA,2494,male 23.0,24.5700244903564,1070.0,NA,male 30.0,21.2556381225586,1230.0,NA,female 58.0,21.0437717437744,1090.0,NA,male 38.0,27.8660984039307,NA,3320,male 31.0,23.0057334899902,1207.0,NA,female 32.0,20.0371055603027,NA,2157,male 42.0,24.6258563995361,1145.0,NA,male 50.0,25.9685707092285,1349.0,2888,male 37.0,20.6220989227295,1121.0,2288,male 28.0,29.296875,1951.0,NA,female 50.0,24.9589729309082,NA,2661,male 43.0,23.677225112915,NA,2820,male 37.0,22.1496620178223,1027.0,NA,male 26.0,42.4242401123047,2103.0,NA,female 45.0,22.2453460693359,1312.0,NA,male 40.0,31.0183773040771,1677.0,NA,male 35.0,24.526159286499,1260.0,2460,male 39.0,23.6150550842285,1535.0,3183,female 46.0,30.2970199584961,NA,2700,male 41.0,23.2938823699951,950.0,NA,male 44.0,23.8751163482666,1454.0,2654,female 18.0,18.2875862121582,1140.0,3000,male 21.0,21.2497501373291,1152.0,NA,male 42.0,18.4020118713379,NA,2005,male 28.0,23.5690250396729,NA,5640,male 35.0,25.2477855682373,NA,2835,male 34.0,24.8484859466553,1892.0,3960,female 45.0,22.6817073822021,1916.0,NA,female 23.0,26.8278102874756,1627.0,NA,male 26.0,24.5510673522949,1313.0,2710,male 22.0,25.6803302764893,NA,3308,male 36.0,28.0583629608154,1470.0,NA,male 47.0,29.8836097717285,1830.0,3630,male 33.0,23.4917678833008,NA,2290,male 38.0,28.8543033599854,1494.0,3284,male 34.0,27.4971961975098,1680.0,NA,male 40.0,27.4582576751709,1625.0,NA,male 37.0,28.1903343200684,NA,3760,female 22.0,24.0989780426025,1073.0,2280,male 35.0,28.4444446563721,1408.0,NA,male 30.0,23.9191932678223,1165.0,NA,male 33.0,20.8995742797852,1246.0,2487,female 48.0,20.7545127868652,1155.0,NA,male 19.0,23.1204776763916,1086.0,NA,male 41.0,28.3403778076172,1860.0,NA,female 32.0,19.3793811798096,1110.0,NA,male 35.0,22.9134426116943,1080.0,NA,male 29.0,22.3122386932373,1429.0,3330,male 27.0,20.202018737793,NA,3130,female 40.0,20.0548686981201,NA,2970,female 60.0,24.175271987915,NA,3550,male 29.0,27.4961338043213,NA,3540,female 42.0,21.9885921478271,1535.0,3256,female 34.0,25.2525272369385,NA,2140,male 33.0,23.1481494903564,1079.0,NA,male 31.0,22.3122386932373,1156.0,NA,male 54.0,26.7379665374756,1323.0,NA,male 36.0,21.3858814239502,1620.0,NA,female 35.0,29.2177982330322,NA,3537,female 26.0,21.4646472930908,NA,2324,male 35.0,22.9134426116943,1260.0,NA,male 27.0,25.0438270568848,1648.0,NA,female 41.0,23.677225112915,NA,2376,male 22.0,21.9885921478271,1564.0,3154,female 49.0,23.4508361816406,NA,2555,male 33.0,25.1651439666748,1557.0,NA,female 23.0,20.5856952667236,950.0,2167,male 26.0,25.5979290008545,1510.0,NA,male 37.0,20.5575752258301,NA,2048,male 28.0,22.3776226043701,1350.0,NA,female 23.0,20.8116550445557,1326.0,NA,female 26.0,24.0989780426025,1622.0,NA,female 56.0,27.9544010162354,1698.0,NA,male 31.0,23.7926139831543,2309.0,NA,female 36.0,27.9035243988037,1397.0,3075,male 46.0,29.8836097717285,NA,3441,male 27.0,24.5429515838623,2017.0,NA,female 23.0,22.3776226043701,1330.0,NA,female 41.0,25.9688739776611,1523.0,NA,male 43.0,23.1539878845215,1265.0,NA,male 34.0,29.2630443572998,NA,4562,female 26.0,29.6846008300781,1530.0,NA,male 28.0,20.4466800689697,NA,1935,male 37.0,20.1980133056641,997.0,NA,male 23.0,24.3787326812744,1380.0,3120,male 36.0,22.1661071777344,1071.0,NA,male 39.0,21.9138050079346,NA,2630,male 55.0,22.5182952880859,NA,2585,male 31.0,25.7116622924805,1675.0,3455,female 27.0,23.9234466552734,NA,2765,male 32.0,18.3995456695557,1003.0,2160,male 47.0,25.6630573272705,1888.0,NA,female 61.0,25.2047882080078,NA,3066,male 27.0,20.0617294311523,NA,2578,male 36.0,26.4192943572998,NA,3045,male 37.0,22.9047832489014,1172.0,NA,female 47.0,28.1329460144043,NA,2970,male 46.0,22.0170440673828,1560.0,NA,female 36.0,22.0195026397705,1429.0,NA,male 33.0,18.0339393615723,1120.0,NA,male 34.0,22.3776226043701,NA,3240,female 38.0,33.7357940673828,1554.0,NA,female 28.0,23.2938823699951,930.0,2070,male 24.0,22.3776226043701,NA,3017,female 56.0,23.0141410827637,1155.0,NA,male 25.0,23.0834426879883,NA,2515,male 28.0,24.6258563995361,1291.0,NA,male 50.0,24.4410057067871,1189.0,NA,male 55.0,20.2515239715576,1054.0,NA,male 33.0,25.9688739776611,1411.0,NA,male 27.0,27.5420742034912,NA,3691,female 30.0,23.7476806640625,1320.0,2880,male 50.0,24.526159286499,1190.0,2610,male 34.0,31.2721424102783,2520.0,NA,female 37.0,28.0583629608154,1621.0,NA,female 33.0,23.3717136383057,1500.0,NA,male 36.0,24.5654125213623,1068.0,2247,male 47.0,24.5700244903564,1139.0,NA,male 32.0,24.7028350830078,1102.0,2226,male 32.0,21.3707332611084,1286.0,NA,female 23.0,23.1204776763916,1201.0,NA,female 44.0,37.0648651123047,2014.0,NA,female 39.0,21.8612155914307,1347.0,NA,female 50.0,25.0885982513428,1638.0,NA,female 24.0,21.3068180084229,1268.0,NA,female 32.0,22.3776226043701,NA,2634,female 29.0,20.0371055603027,993.0,2150,male 38.0,29.2184066772461,NA,2646,male 39.0,24.3787326812744,1184.0,2533,male 30.0,18.9196872711182,1565.0,3420,female 41.0,22.1496620178223,1030.0,NA,male 17.0,19.200267791748,1275.0,NA,female 36.0,23.804801940918,1313.0,NA,male 22.0,21.3333339691162,863.0,NA,male 35.0,23.2323226928711,1800.0,NA,female 47.0,35.460521697998,NA,3241,male 32.0,35.0729522705078,1684.0,3720,male 32.0,19.1554832458496,1542.0,2820,female 40.0,23.8830413818359,1215.0,NA,male 50.0,23.0057334899902,NA,2358,male 36.0,19.5918369293213,NA,2400,male 64.0,24.3787326812744,NA,2728,male 62.0,23.5825710296631,1500.0,NA,male 41.0,26.7490062713623,1285.0,NA,male 31.0,18.6993923187256,1386.0,2881,female 28.0,22.2634506225586,1058.0,2301,male 27.0,21.5213356018066,970.0,NA,male 29.0,23.8209743499756,1130.0,NA,female 33.0,21.0724010467529,1078.0,NA,female 51.0,31.8450794219971,1489.0,NA,male 25.0,22.6262626647949,NA,2641,male 40.0,21.0724010467529,1400.0,NA,female 30.0,20.4190330505371,NA,2500,female 39.0,22.7087211608887,NA,2627,male 44.0,26.0942783355713,1364.5,NA,male 33.0,26.7379665374756,1338.0,2913,male 33.0,21.5213356018066,1680.0,3420,female 29.0,24.2090320587158,NA,2896,female 18.0,21.0747489929199,1110.0,2580,male 58.0,25.1651439666748,1207.0,NA,male 40.0,23.0055656433105,1059.0,NA,male 37.0,19.552806854248,NA,2408,male 48.0,19.1761360168457,1240.0,2635,female 34.0,22.9134426116943,NA,4044,female 52.0,18.9554271697998,1741.0,NA,female 30.0,25.1118907928467,1107.0,NA,male 25.0,23.1539878845215,1120.0,2290,male 62.0,24.431360244751,2280.0,NA,female 18.0,20.8161602020264,1141.0,NA,male 33.0,20.484130859375,NA,2720,female 44.0,26.7379665374756,NA,3720,male 38.0,28.3107891082764,1402.0,2790,female 32.0,23.2383003234863,1630.0,NA,female 33.0,23.2006683349609,NA,2157,male 53.0,25.6771793365479,1307.0,NA,male 48.0,24.5028400421143,1380.0,NA,female 45.0,21.5213356018066,NA,2301,male 38.0,22.1496620178223,1124.0,NA,male 41.0,25.3777465820312,2172.0,3336,male 24.0,25.2477855682373,1223.0,NA,male 29.0,21.6221160888672,1684.0,NA,female 31.0,22.7912425994873,1035.0,NA,male 42.0,31.7221832275391,1990.0,NA,female 47.0,23.7093181610107,1318.0,NA,male 40.0,25.5102996826172,NA,3300,male 34.0,19.8583183288574,1402.0,NA,female 30.0,25.3803329467773,1396.0,3150,male 34.0,22.4551753997803,NA,2101,male 35.0,18.9349117279053,1350.0,2845,female 36.0,23.8157939910889,1667.0,3915,female 42.0,19.476655960083,NA,3240,female 42.0,27.4961338043213,1546.0,NA,male 37.0,22.9047832489014,1400.0,3010,female 31.0,22.4768524169922,NA,2872,female 25.0,23.3742389678955,1100.0,NA,female 30.0,23.8830413818359,1180.0,NA,male 32.0,17.7556800842285,1154.0,NA,female 28.0,22.0347537994385,NA,3210,male 45.0,22.1496620178223,1120.0,NA,male 43.0,29.1764526367188,NA,3325,male 35.0,25.5979290008545,1518.0,3565,female 43.0,21.0724010467529,1658.0,3482,female 27.0,21.207914352417,1110.0,NA,male 35.0,25.6533584594727,1477.0,3260,female 48.0,26.7320137023926,1390.0,3107,male 46.0,24.9684562683105,1320.0,NA,male 67.0,21.5476226806641,1690.0,3492,male 27.0,24.6258563995361,NA,4080,female 43.0,19.6209259033203,1163.0,NA,male 51.0,21.745231628418,1113.0,NA,male 45.0,23.804801940918,NA,2582,male 51.0,18.9554271697998,1500.0,3085,female 38.0,21.8359222412109,1014.0,NA,male 51.0,23.4508361816406,NA,2490,male 34.0,23.0055656433105,1048.0,NA,male 29.0,27.548210144043,1935.0,NA,male 31.0,22.5182952880859,1087.0,2422,male 43.0,26.7379665374756,1086.0,NA,male 28.0,23.9899005889893,NA,2400,male 50.0,23.849609375,1440.0,3480,male 51.0,26.7320137023926,1620.0,3285,male 38.0,17.1326122283936,1421.0,NA,female 29.0,21.4388771057129,1423.0,2949,female 34.0,28.4444446563721,1500.0,3000,male 62.0,23.7046775817871,1210.0,2515,male 34.0,24.4410057067871,1020.0,NA,male 30.0,21.5213356018066,1808.0,NA,female 53.0,22.3063983917236,1143.0,2496,male 36.0,21.8716468811035,1800.0,NA,female 61.0,30.1627407073975,NA,4020,male 33.0,22.0859508514404,1338.0,2960,female 40.0,26.5088748931885,1195.0,2660,male 20.0,20.035062789917,1201.0,2640,female 49.0,24.0445251464844,1290.0,2907,male 47.0,21.8359222412109,NA,2450,male 24.0,19.502986907959,1626.0,3972,female 43.0,23.1481494903564,1050.0,NA,male 38.0,19.0438404083252,NA,2590,male 29.0,21.7049369812012,NA,3305,female 27.0,22.8059120178223,1980.0,NA,female 16.0,18.3307552337646,1146.0,NA,male 42.0,25.8981323242188,1470.0,NA,male 37.0,24.9719429016113,1218.0,NA,male 41.0,31.4564304351807,1500.0,NA,male 37.0,22.19460105896,1467.0,NA,female 33.0,25.9685707092285,1230.0,NA,male 19.0,19.6408538818359,969.0,NA,male 26.0,25.0438270568848,1100.0,NA,male 38.0,24.4410057067871,2180.0,NA,female 36.0,21.0615863800049,NA,2315,male 70.0,26.4234027862549,NA,3480,male 47.0,22.1661071777344,1221.0,NA,male 33.0,24.526159286499,1092.0,2653,male 50.0,25.9740257263184,1260.0,2580,male 51.0,22.5394439697266,1732.0,NA,female 45.0,22.7606868743896,1042.0,2177,male 41.0,25.1651439666748,1673.0,3198,female 47.0,18.3238258361816,1427.0,NA,female 28.0,18.7552967071533,1005.0,NA,male 35.0,23.6496086120605,1342.0,2815,female 33.0,26.5695476531982,NA,3636,female 19.0,21.2497501373291,1074.0,NA,male 33.0,22.0466156005859,1122.0,NA,male 41.0,23.16774559021,1596.0,3447,female 34.0,22.19460105896,1653.0,3439,female 46.0,23.1204776763916,1556.0,NA,female 42.0,20.4190330505371,1520.0,NA,female 31.0,19.9729709625244,1451.0,NA,female 35.0,22.6506309509277,1217.0,NA,male 48.0,20.4190330505371,1237.0,NA,female 42.0,22.0336589813232,1251.0,NA,female 28.0,22.57785987854,1730.0,3240,male 37.0,22.5497589111328,1879.0,4050,female 36.0,24.7371654510498,1716.0,NA,female 43.0,24.5510673522949,1110.0,2350,male 56.0,24.4897956848145,NA,3330,male 31.0,21.3068180084229,1234.0,NA,female 60.0,27.5558624267578,NA,3600,male 35.0,22.19460105896,1336.0,NA,female 37.0,23.9191932678223,NA,3128,male 40.0,23.849609375,NA,2355,male 43.0,20.2938194274902,1514.0,2878,female 25.0,24.0445251464844,935.0,NA,male 35.0,23.6496086120605,1483.0,NA,female 45.0,21.3243560791016,1187.0,2520,male 36.0,23.4508361816406,1082.0,NA,male 52.0,26.4234027862549,1547.0,NA,male 30.0,21.3068180084229,NA,2972,female 20.0,20.7792205810547,936.0,1947,male 46.0,26.7323513031006,1180.0,NA,male 27.0,21.0437717437744,1025.0,2118,male 27.0,20.9193706512451,1010.0,NA,male 59.0,24.1929512023926,1410.0,NA,male 30.0,32.0560989379883,2230.0,4561,female 46.0,20.3119964599609,1415.0,NA,female 30.0,21.3068180084229,1364.0,2935,female 43.0,22.5063571929932,1208.0,NA,male 47.0,25.0438270568848,1454.0,4080,female 28.0,24.0445251464844,1271.0,NA,male 48.0,26.6335220336914,NA,3404,female 43.0,23.3060932159424,1307.0,2920,male 44.0,25.2047882080078,1364.0,2874,male 40.0,21.3858814239502,1630.0,NA,female 27.0,22.607931137085,1170.0,NA,male 26.0,24.6933002471924,1785.0,3900,female 30.0,22.4466896057129,NA,2560,male 36.0,25.8981323242188,NA,2674,male 43.0,25.9740257263184,1440.0,NA,male 34.0,23.3742389678955,NA,2570,female 41.0,22.5825634002686,NA,2730,male 29.0,20.5226860046387,1220.0,NA,female 29.0,25.0438270568848,1684.0,NA,female 32.0,21.3858814239502,1697.0,NA,female 28.0,24.8316497802734,1064.0,2273,male 43.0,23.4350414276123,NA,2863,male 27.0,20.1562099456787,1335.0,NA,female 26.0,25.9219512939453,2130.0,NA,female 45.0,24.2720165252686,NA,2690,male 29.0,21.6619300842285,1044.0,2165,male 31.0,22.7606868743896,1200.0,2250,male 29.0,20.2515239715576,1175.0,NA,female 35.0,22.873363494873,1416.0,2990,female 47.0,23.749605178833,1644.0,3585,female 26.0,22.8940277099609,1532.0,NA,female 53.0,23.3742389678955,1318.0,NA,male 23.0,22.9134426116943,1228.0,NA,male 33.0,22.3576831817627,1122.0,2388,male 61.0,22.9134426116943,1375.0,2880,male 44.0,20.8698558807373,1462.0,NA,female 34.0,22.9277191162109,NA,3750,male 32.0,24.4897956848145,985.0,NA,male 37.0,24.3787326812744,1616.0,NA,female 42.0,24.1874504089355,1630.0,3442,female 38.0,20.8698558807373,1295.0,2698,female 31.0,28.2003726959229,1350.0,2770,male 25.0,26.7320137023926,1621.0,NA,female 24.0,22.1718311309814,2297.0,4926,female 31.0,21.8181819915771,1447.0,NA,female 34.0,21.745231628418,NA,2693,male 39.0,20.9034805297852,985.0,NA,male 44.0,25.1651439666748,1541.0,NA,male 26.0,23.1872062683105,1453.0,2776,male 16.0,20.8116550445557,1086.0,NA,female 34.0,23.0834426879883,1247.0,NA,male 39.0,35.7449722290039,1578.0,3578,male 65.0,22.3024196624756,1223.0,NA,male 30.0,21.757640838623,NA,3581,female 28.0,25.1825733184814,1144.0,2321,male 46.0,20.8698558807373,1440.0,NA,female 35.0,22.0195026397705,1590.0,NA,female 36.0,19.2949905395508,1352.0,NA,female 47.0,22.8434810638428,1200.0,NA,male 36.0,23.5923233032227,1440.0,3014,male 27.0,24.5423049926758,1420.0,2860,male 38.0,21.8716468811035,1753.0,NA,female 37.0,23.2712593078613,1267.0,NA,female 35.0,21.7046508789062,NA,2690,female 48.0,27.4961338043213,NA,2646,male 28.0,20.7748546600342,1295.0,NA,male 60.0,24.5510673522949,1698.0,3419,male 37.0,24.8505821228027,1270.0,NA,male 27.0,28.7684097290039,1990.0,3930,female 40.0,22.9077644348145,1154.0,2476,male 34.0,20.7631893157959,1110.0,NA,male 33.0,20.3215579986572,NA,2650,male 35.0,22.607931137085,998.0,2065,male 23.0,22.19460105896,1285.0,NA,female 56.0,25.953987121582,NA,3100,male 28.0,34.2265625,3679.0,7085,female 30.0,27.2180500030518,1246.0,2761,male 25.0,21.7046508789062,NA,3665,female 41.0,22.9047832489014,1382.0,NA,female 35.0,22.9631958007812,NA,2418,male 37.0,26.5459594726562,1218.0,NA,male 30.0,21.3858814239502,2100.0,3720,female 41.0,29.296875,2220.0,4128,female 29.0,24.526159286499,1300.0,NA,male 47.0,29.5690441131592,1540.0,3350,male 38.0,23.2006683349609,1127.0,NA,male 25.0,24.8356456756592,1026.0,2198,male 34.0,20.5856952667236,NA,2520,male 35.0,22.3340663909912,1045.0,2196,male 46.0,22.1767845153809,NA,2497,male 33.0,21.4964561462402,1065.0,NA,male 25.0,22.19460105896,1236.0,NA,female 34.0,22.5394439697266,1138.0,NA,male 34.0,21.745231628418,1360.0,NA,female 35.0,30.5534687042236,1408.0,NA,male 45.0,25.2475166320801,1226.0,NA,male 32.0,22.195671081543,1073.0,NA,male 67.0,26.7161407470703,1923.0,3639,male 36.0,25.6369915008545,NA,2509,male 32.0,23.3060932159424,1225.0,NA,male 35.0,24.3787326812744,NA,3699,female 24.0,21.8181819915771,NA,2910,male 25.0,25.9515552520752,1320.0,NA,male 35.0,24.4897956848145,1185.0,NA,male 29.0,24.0420742034912,1749.0,3246,female 39.0,22.4466896057129,1324.0,NA,male 32.0,23.7898979187012,1116.0,NA,male 26.0,23.9701690673828,1644.0,3349,female 35.0,24.0445251464844,NA,3282,male 43.0,21.5169448852539,NA,4080,female 41.0,22.9631958007812,1178.0,NA,male 30.0,20.132116317749,NA,2922,female 32.0,21.2121200561523,1365.0,NA,female 35.0,22.8571434020996,NA,2418,male 18.0,20.202018737793,1169.0,2778,female 28.0,20.9185256958008,1089.0,NA,male 30.0,21.537691116333,NA,2595,female 28.0,27.4971961975098,1180.0,2622,male 40.0,24.4897956848145,1338.0,NA,male 30.0,25.9515552520752,1875.0,NA,female 46.0,19.476655960083,1042.0,2214,male 30.0,29.0909099578857,1490.0,3397,male 61.0,23.9400386810303,1470.0,NA,male 38.0,25.2319107055664,NA,2340,male 39.0,20.7792205810547,1020.0,2100,male 49.0,24.1354942321777,NA,2363,male 60.0,22.6643180847168,2140.0,3551,male 29.0,17.8645973205566,1247.0,NA,female 44.0,25.6369915008545,1218.0,2470,male 40.0,25.5207347869873,NA,2760,male 32.0,23.7081565856934,1089.0,NA,male 34.0,18.3654727935791,1096.0,NA,female 21.0,21.8359222412109,1192.0,NA,male 33.0,25.820333480835,1253.0,NA,male 43.0,25.953987121582,1210.0,NA,male 35.0,19.0770835876465,1333.0,NA,female 26.0,25.1631832122803,NA,2698,female 35.0,24.3787326812744,890.0,1879,male 45.0,25.6803302764893,1430.0,NA,male 36.0,26.6125297546387,1188.0,NA,male 42.0,25.9219512939453,1314.0,NA,male 27.0,22.0195026397705,1159.0,2504,male 64.0,27.03786277771,NA,2898,male 53.0,22.4124908447266,1289.0,2694,male 33.0,22.4466896057129,1125.0,NA,male 47.0,22.5394439697266,1525.0,NA,female 28.0,18.8799858093262,NA,3496,female 40.0,25.4797077178955,1386.0,2940,male 42.0,30.546516418457,1680.0,3300,male 29.0,23.5992584228516,1072.0,NA,male 32.0,31.389139175415,NA,2681,male 42.0,23.277759552002,1200.0,3000,male 46.0,25.9685707092285,NA,2385,male 30.0,34.2265625,2109.0,NA,female 32.0,22.0347537994385,1380.0,2580,male 43.0,22.7272720336914,NA,3109,female 46.0,18.636266708374,1248.0,2620,female 32.0,23.0823860168457,1839.0,NA,female 41.0,23.677225112915,1192.0,NA,male 33.0,24.5028400421143,1470.0,NA,female 37.0,26.2784080505371,1563.0,NA,female 45.0,21.9468364715576,1392.0,NA,female 35.0,21.8855228424072,1134.0,2445,male 62.0,23.2419147491455,NA,3972,male 27.0,22.5394439697266,1395.0,NA,male 35.0,20.2440662384033,1580.0,NA,female 24.0,20.3119964599609,1424.0,3268,female 29.0,26.9860019683838,1425.0,3330,male 31.0,23.8751163482666,2122.0,4942,female 34.0,25.5360584259033,1190.0,NA,male 23.0,22.1360340118408,1600.0,3594,female 31.0,28.2599143981934,NA,2898,male 52.0,22.2865772247314,NA,3489,male 35.0,23.0055656433105,NA,3997,female 31.0,23.804801940918,1418.0,2954,female 29.0,21.8716468811035,1860.0,NA,female 45.0,23.8751163482666,NA,2565,male 30.0,26.7161407470703,NA,2910,male 28.0,22.939172744751,1236.0,NA,male 36.0,23.2323226928711,1468.0,NA,female 25.0,23.6496086120605,1240.0,NA,female 25.0,23.8830413818359,1530.0,NA,male 35.0,23.2419147491455,1230.0,3540,male 30.0,22.9134426116943,NA,2802,male 47.0,18.9393939971924,1740.0,3360,female 53.0,26.4016876220703,2160.0,4320,male 29.0,24.1929512023926,1185.0,NA,male 62.0,24.2376174926758,1308.0,2733,male 34.0,28.9424858093262,1356.0,NA,male 51.0,21.8855228424072,1195.0,2490,male 33.0,25.2477855682373,1330.0,NA,male 45.0,28.5502033233643,1609.0,NA,male 34.0,25.0438270568848,1081.0,NA,male 44.0,23.2383003234863,1628.0,3366,female 30.0,25.7457370758057,1896.0,NA,female 43.0,23.905969619751,1295.0,NA,male 59.0,21.3792457580566,NA,3540,female 43.0,26.06396484375,1635.0,3370,male 35.0,30.575138092041,2343.0,NA,male 54.0,28.2003726959229,1560.0,NA,male 28.0,22.4466896057129,1510.0,3013,male 30.0,46.9082145690918,1701.0,NA,female 35.0,35.9474067687988,1389.0,NA,male 44.0,21.5213356018066,1484.0,NA,male 48.0,24.9596538543701,1073.0,NA,male 37.0,22.57785987854,964.0,2010,male 29.0,24.3787326812744,1650.0,NA,female 45.0,25.936185836792,1260.0,2580,male 39.0,24.8579540252686,NA,2657,female 61.0,23.4375,1395.0,2992,male 33.0,22.2178153991699,1557.0,2394,male 39.0,23.0055656433105,1230.0,NA,male 33.0,25.9515552520752,1065.0,2250,male 39.0,23.7476806640625,NA,2700,male 26.0,29.0001850128174,1490.0,NA,female 30.0,21.8612155914307,NA,3472,female 41.0,26.2031078338623,1585.0,NA,male 32.0,21.0760669708252,1250.0,NA,male 27.0,20.0110740661621,1322.0,NA,male 30.0,21.8716468811035,1380.0,NA,male 56.0,22.5182952880859,1920.0,NA,female 29.0,25.9688739776611,NA,3196,male 48.0,23.0823860168457,1803.0,NA,female 31.0,25.2525253295898,NA,2955,female 51.0,22.2055263519287,NA,3290,female 34.0,25.8121376037598,1623.0,3600,male 39.0,22.3776226043701,1741.0,4260,female 33.0,21.3068180084229,1110.0,2240,female 25.0,26.7379665374756,NA,2776,male 29.0,26.2740821838379,1176.0,NA,male 32.0,24.2882499694824,1187.0,NA,male 29.0,20.8116550445557,NA,3090,female 45.0,25.5102996826172,1815.0,3612,male 27.0,25.8981323242188,1238.0,NA,male 30.0,22.0195026397705,1161.0,NA,male 31.0,22.3576831817627,1162.0,2386,male 46.0,22.0195026397705,898.0,NA,male 42.0,24.7099094390869,1708.0,NA,female 37.0,24.0195140838623,NA,2428,male 26.0,23.8299808502197,1200.0,NA,male 63.0,21.745231628418,1714.0,NA,male 36.0,23.8209743499756,1665.0,NA,female 24.0,21.8612155914307,NA,2620,female 51.0,23.0366401672363,1280.0,2510,male 51.0,17.5669746398926,1282.0,NA,female 38.0,25.8121376037598,1361.0,NA,male 56.0,25.2525272369385,1380.0,2160,male 32.0,22.3620853424072,1072.0,NA,male 37.0,22.3620853424072,1015.0,NA,male 65.0,23.906888961792,2220.0,3286,male 35.0,22.3776226043701,1422.0,3136,female 35.0,20.8698558807373,1499.0,NA,female 42.0,26.4016876220703,NA,2467,male 42.0,19.9094696044922,NA,2898,male 47.0,28.0490875244141,1712.0,3565,female 24.0,24.6913585662842,1500.0,3000,male 17.0,20.1696968078613,1052.0,2314,male 28.0,20.4190330505371,1530.0,NA,female 51.0,22.3721580505371,1544.0,3115,female 38.0,28.3107891082764,NA,6300,female 51.0,27.3569030761719,1340.0,2815,male 54.0,25.9688739776611,NA,2857,male 30.0,23.6496086120605,NA,3368,female 33.0,26.4417018890381,NA,2610,male 41.0,30.1342697143555,1424.0,3166,male 33.0,31.0543460845947,2115.0,NA,female 36.0,27.0219535827637,1575.0,NA,male 41.0,22.19460105896,NA,3386,female 33.0,19.7055625915527,1078.0,NA,male 44.0,23.849609375,NA,2480,male 43.0,20.7375621795654,1303.0,2752,female 30.0,24.8316497802734,1144.0,NA,male 51.0,23.4917678833008,NA,2841,female 26.0,23.7476806640625,950.0,1876,male 48.0,27.4961338043213,NA,3600,male 66.0,21.5213356018066,1235.0,2526,male 29.0,24.7371654510498,1601.0,NA,female 29.0,26.109167098999,1696.0,3859,female 29.0,32.4448471069336,2460.0,5400,female 29.0,19.4434146881104,1470.0,3300,female 38.0,25.4997005462646,1368.0,2930,male 38.0,24.0989780426025,1729.0,NA,female 61.0,24.526159286499,1643.0,3573,male 35.0,24.4897956848145,NA,2269,male 27.0,18.0742340087891,1490.0,NA,female 45.0,25.5415782928467,NA,3490,female 49.0,23.4736156463623,1430.0,3520,male 33.0,25.1036434173584,1667.0,NA,female 65.0,33.1824493408203,1751.0,3570,male 45.0,20.9193706512451,1027.0,NA,male 52.0,24.8579540252686,NA,3480,female 59.0,22.1496620178223,1389.0,2948,male 37.0,22.4913482666016,1625.0,NA,female 33.0,22.9134426116943,NA,2377,male 37.0,26.0198345184326,1617.0,NA,female 33.0,25.1651439666748,NA,2998,female 33.0,20.5856952667236,NA,2210,male 24.0,20.1980133056641,1635.0,3562,female 52.0,26.1646060943604,1435.0,2960,male 40.0,26.6902332305908,NA,2490,male 44.0,31.935037612915,1644.0,3499,male 47.0,32.3835868835449,NA,4200,female 41.0,22.0258159637451,1122.0,2331,male 29.0,21.1726741790771,1460.0,3011,female 34.0,23.8830413818359,NA,2640,male 47.0,21.0615863800049,1678.0,3814,female 33.0,25.2475166320801,1230.0,NA,male 42.0,23.5411987304688,NA,3280,male 32.0,25.7457370758057,1605.0,NA,female 49.0,23.905969619751,1050.0,2130,male 40.0,22.0195026397705,1339.0,NA,male 54.0,20.4466800689697,NA,3074,female 31.0,24.5654125213623,NA,3070,male 58.0,23.8299808502197,1172.0,2387,male 65.0,24.5654125213623,1772.0,3787,male 37.0,27.071268081665,1286.0,NA,male 25.0,21.0699596405029,1003.0,NA,male 36.0,28.2003726959229,NA,2910,male 31.0,25.8786220550537,NA,3100,female 42.0,28.0519466400146,1274.0,NA,male 54.0,19.279182434082,NA,3275,female 63.0,27.4115905761719,1620.0,3240,male 54.0,24.301830291748,1442.0,3001,male 44.0,21.929271697998,NA,2166,male 34.0,20.0639190673828,NA,3420,female 32.0,22.2054862976074,1245.0,NA,female 34.0,19.0438404083252,NA,2090,male 32.0,24.4897956848145,1310.0,NA,male 40.0,23.5923233032227,1098.0,NA,male 45.0,33.8156623840332,1707.0,NA,male 25.0,21.0437717437744,1490.0,NA,male 31.0,22.5869808197021,NA,3239,female 31.0,22.2634506225586,1202.0,2506,male 26.0,21.1726741790771,1524.0,NA,female 32.0,23.8830413818359,NA,2766,male 23.0,20.7028980255127,1072.0,NA,male 33.0,23.7093181610107,NA,2725,male 55.0,20.4282836914062,1357.0,NA,male 55.0,22.7272720336914,NA,2820,male 49.0,27.4582576751709,1385.0,2954,male 26.0,20.9517040252686,1340.0,NA,female 51.0,19.53125,NA,3067,female 29.0,24.2090320587158,1661.0,NA,female 38.0,25.820333480835,1760.0,3868,female 30.0,25.9740257263184,1250.0,NA,male 54.0,25.5287570953369,1609.0,NA,male 29.0,22.2222213745117,NA,3530,female 32.0,24.2090320587158,2122.0,4622,female 32.0,22.7272720336914,NA,2675,male 26.0,24.5656566619873,1290.0,2910,male 46.0,30.4267158508301,2344.0,5486,female 45.0,22.3620853424072,NA,2520,male 39.0,24.0933437347412,1500.0,3090,male 33.0,23.677225112915,NA,2642,female 42.0,23.5923233032227,1345.0,NA,male 28.0,20.0371055603027,1630.0,NA,male 25.0,19.7011451721191,1609.0,NA,female 30.0,21.5213356018066,NA,2157,male 44.0,20.8698558807373,NA,3060,female 58.0,28.8543033599854,2340.0,NA,male 29.0,26.257417678833,1440.0,NA,male 30.0,20.7792205810547,1116.0,NA,male 25.0,23.8209743499756,NA,3192,female 41.0,25.2047882080078,NA,4122,male 33.0,26.6335220336914,2185.0,NA,female 29.0,24.4897956848145,1421.0,NA,male 39.0,26.7379665374756,990.0,NA,male 26.0,23.0941734313965,1162.0,NA,male 36.0,25.2868804931641,1980.0,NA,female 19.0,21.3858814239502,1032.0,2081,male 28.0,23.1481494903564,1048.0,NA,male 26.0,22.5394439697266,1690.0,NA,female 33.0,27.5993213653564,1860.0,4260,male 26.0,22.073543548584,957.0,2525,male 49.0,20.6220989227295,1381.0,NA,male 43.0,24.949878692627,1560.0,NA,female 36.0,26.5050506591797,NA,2682,male 28.0,23.5923233032227,1245.0,NA,female 34.0,23.906888961792,NA,3240,male 23.0,21.1535491943359,881.0,1910,male 30.0,23.4541072845459,1562.0,NA,female 29.0,22.2055263519287,NA,3230,female 35.0,24.1874504089355,NA,3401,female 25.0,25.2340793609619,NA,3400,male 32.0,23.849609375,962.0,NA,male 24.0,23.0055656433105,NA,2760,male 38.0,20.3423118591309,1145.0,NA,male 30.0,18.9393939971924,1365.0,3317,male 57.0,24.3818874359131,NA,4800,male 33.0,23.0403213500977,1516.0,NA,female 16.0,21.3856105804443,1024.0,1602,male 43.0,29.0972003936768,1290.0,NA,male 17.0,24.301830291748,934.0,NA,male 30.0,24.3787326812744,1487.0,NA,female 26.0,21.5153713226318,1363.0,NA,male 63.0,27.6816596984863,NA,3600,male 27.0,20.6220989227295,1260.0,NA,male 32.0,21.484375,1927.0,6362,female 32.0,20.8698558807373,1151.0,NA,female 23.0,22.1496620178223,1072.0,NA,male 38.0,28.3795299530029,1760.0,NA,female 28.0,29.8295459747314,2527.0,5498,female 42.0,25.8786220550537,1318.0,NA,male 41.0,22.5182952880859,1256.0,NA,male 40.0,23.905969619751,NA,3900,male 65.0,24.615385055542,1612.0,NA,male 31.0,21.0615863800049,1035.0,NA,male 32.0,24.7099094390869,NA,2830,male 59.0,20.1562099456787,1274.0,NA,female 54.0,20.9193706512451,NA,2880,male 51.0,27.2949028015137,1680.0,NA,male 40.0,25.0520324707031,NA,2484,male 33.0,26.2125415802002,NA,4018,female 38.0,23.5923233032227,NA,3339,male 55.0,22.7087211608887,1110.0,NA,male 27.0,24.2090320587158,1660.0,NA,female 42.0,21.8612155914307,1332.0,2745,female 45.0,28.2003726959229,1320.0,NA,male 34.0,25.9740257263184,NA,3258,male 29.0,25.5415782928467,1485.0,3120,female 32.0,21.7049369812012,NA,3300,female 37.0,23.1481494903564,1146.0,NA,male 51.0,19.3903980255127,1206.0,NA,male 64.0,23.849609375,1465.0,NA,male 33.0,26.4875621795654,NA,4030,female 40.0,22.9134426116943,NA,2710,female 38.0,21.0615863800049,1100.0,NA,male 26.0,22.1360340118408,NA,2772,female 45.0,23.0823860168457,1535.0,3259,female 52.0,20.5226860046387,1419.0,NA,female 40.0,21.3333339691162,1100.0,2493,male 29.0,28.0583629608154,1670.0,3165,male 55.0,22.5182952880859,1230.0,NA,male 38.0,24.6125736236572,1530.0,NA,female 28.0,32.0788192749023,1512.0,NA,male 23.0,20.6562671661377,1608.0,3171,female 35.0,25.2475166320801,NA,2721,male 45.0,29.1806983947754,1413.0,NA,male 16.0,18.9349117279053,1164.0,NA,male 35.0,25.6000003814697,1180.0,NA,male 37.0,25.9688739776611,NA,2595,male 24.0,25.2567234039307,NA,2296,male 25.0,20.2989902496338,969.0,2008,male 38.0,19.7055625915527,1427.0,NA,female 27.0,23.7476806640625,NA,2659,male 25.0,23.8312740325928,1648.0,3277,female 55.0,22.2634506225586,NA,2890,male 28.0,18.9985790252686,1486.0,NA,female 36.0,25.9688739776611,1380.0,2940,male 58.0,29.7496509552002,NA,4260,male 31.0,22.6262626647949,1414.0,NA,female 32.0,22.7272720336914,NA,2591,female 55.0,20.5856952667236,1157.0,2771,male 42.0,23.7476806640625,1203.0,NA,male 23.0,24.2090320587158,2040.0,NA,female 58.0,23.4917678833008,1304.0,2819,male