# ----------------------------------------------------------------------------- # R programming statements for h252 data # # This file contains programming statements needed to import the ASCII data # file (.dat) into R. The R programming language has the capability to produce # appropriate standard errors for estimates from a survey with a complex sample # design such as the Medical Expenditure Panel Survey (MEPS). # # The input file is the ASCII data file (h252.dat) supplied in this PUF # release, which can be extracted from the .zip file supplied at the MEPS # website: https://meps.ahrq.gov/mepsweb/data_stats/download_data_files.jsp # # This code imports the MEPS data into R as a data frame called 'h252'. # # Note that additional packages are needed to successfully run this code. To # install these packages, run the 'install.packages' function (shown below). # Once installed, the packages can be called using the 'library' function. # Packages only need to be installed once, but they must be called using the # 'library' function every time a new R session is started. # # Two options are available to run this code: # # 1. Copy and paste the code into an interactive R session. # # The user must first download the ASCII (.dat) file from the MEPS website # and save it to a local directory, which must be defined in the # 'meps_path' variable below. In this example, the local directory is # called "C:/MEPS". Note that the path structure will differ on Mac and PC. # # # 2. Call this code directly from an interactive R session. # # (a) If the ASCII (.dat) file has already been downloaded from the MEPS # website and saved to a local directory, the following code can be run # (after re-defining the 'meps_path' variable to point to the location # of the h252.dat file.) # # meps_path <- "C:/MEPS/h252.dat" # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h252/h252ru.txt") # head(h252) # view data # # # (b) Alternatively, the ASCII (.dat) file can be downloaded directly from # the MEPS website. The following code can be used to download and # import the h252 data into R without having to manually download, # unzip, and store the file on your local computer. # # url <- "https://meps.ahrq.gov/mepsweb/data_files/pufs/h252dat.zip" # download.file(url, temp <- tempfile()) # # meps_path <- unzip(temp, exdir = tempdir()) # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h252/h252ru.txt") # # unlink(temp) # Unlink to delete temporary file # # head(h252) # view data # # ----------------------------------------------------------------------------- # DEFINE 'meps_path' ----------------------------------------------------------- # 'meps_path' should point to the file path of the ASCII file (h252.dat) # Here, the 'exists' function checks whether meps_path is already defined. This # feature is useful if calling this file from an external source. if(!exists("meps_path")) meps_path = "C:/MEPS/h252.dat" # INSTALL PACKAGES ------------------------------------------------------------ # Uncomment and run this portion if packages are not yet installed # # install.packages("readr") # LOAD PACKAGES --------------------------------------------------------------- # Run this for every new R session library(readr) # DATA FILE INFO -------------------------------------------------------------- # Define start and end positions to read fixed-width file pos_start <- c(1, 8, 11, 21, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 36, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 83, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 140, 142, 144, 146, 148, 150, 152, 154, 156, 158, 161, 164, 167, 170, 173, 176, 179, 181, 183, 184, 186, 188, 190, 192, 194, 196, 198, 200, 202, 204, 206, 208, 210, 212, 214, 216, 218, 220, 222, 224, 226, 228, 232, 236, 240, 244, 248, 250, 252, 254, 256, 258, 262, 266, 270, 274, 278, 280, 282, 286, 290, 292, 294, 296, 298, 299, 301, 303, 305, 307, 309, 311, 313, 315, 317, 319, 320, 322, 324, 326, 328, 330, 332, 334, 336, 338, 340, 342, 344, 346, 348, 350, 352, 354, 356, 358, 360, 362, 364, 366, 368, 372, 373, 374, 376, 377, 378, 379, 380, 381, 382, 384, 386, 388, 390, 392, 394, 396, 399, 402, 405, 408, 411, 414, 417, 420, 423, 426, 429, 432, 435, 438, 440, 442, 444, 446, 448, 450, 452, 454, 456, 458, 460, 462, 464, 466, 468, 470, 472, 474, 476, 478, 480, 482, 484, 486, 488, 490, 492, 495, 498, 501, 504, 507, 510, 513, 516, 519, 522, 524, 526, 528, 530, 532, 534, 536, 538, 540, 542, 544, 546, 548, 550, 552, 554, 556, 558, 560, 562, 564, 566, 568, 570, 572, 574, 576, 578, 580, 582, 584, 586, 588, 590, 592, 594, 596, 598, 601, 604, 606, 608, 610, 612, 614, 616, 618, 620, 622, 624, 626, 628, 630, 632, 634, 636, 638, 640, 642, 644, 646, 648, 650, 652, 654, 656, 658, 660, 662, 664, 666, 668, 670, 672, 675, 678, 680, 682, 684, 686, 688, 690, 692, 694, 696, 698, 700, 702, 704, 706, 708, 710, 712, 714, 716, 718, 720, 722, 724, 726, 728, 730, 732, 734, 736, 738, 740, 742, 744, 746, 748, 750, 752, 754, 757, 759, 763, 767, 769, 771, 773, 775, 777, 779, 781, 783, 785, 787, 789, 791, 793, 795, 797, 799, 801, 803, 805, 807, 809, 811, 813, 815, 817, 819, 821, 823, 825, 827, 829, 831, 833, 835, 837, 839, 841, 843, 845, 847, 849, 851, 853, 855, 857, 859, 861, 863, 865, 867, 869, 871, 873, 875, 877, 879, 881, 883, 885, 887, 890, 893, 895, 897, 899, 901, 903, 905, 907, 909, 911, 913, 915, 917, 919, 921, 923, 925, 927, 929, 931, 933, 935, 937, 939, 941, 943, 945, 947, 949, 951, 953, 955, 957, 959, 961, 963, 965, 967, 969, 971, 973, 975, 977, 979, 981, 983, 985, 987, 989, 991, 993, 995, 997, 999, 1001, 1003, 1005, 1007, 1009, 1011, 1016, 1018, 1020, 1022, 1024, 1026, 1028, 1030, 1032, 1034, 1036, 1038, 1040, 1042, 1044, 1046, 1048, 1050, 1052, 1054, 1056, 1058, 1060, 1062, 1064, 1066, 1068, 1070, 1072, 1074, 1076, 1078, 1080, 1082, 1084, 1087, 1090, 1093, 1096, 1099, 1102, 1105, 1108, 1111, 1114, 1117, 1120, 1123, 1126, 1129, 1132, 1135, 1138, 1141, 1144, 1147, 1150, 1153, 1156, 1159, 1162, 1165, 1168, 1171, 1174, 1177, 1180, 1183, 1186, 1189, 1192, 1195, 1198, 1201, 1204, 1207, 1210, 1213, 1216, 1219, 1222, 1225, 1228, 1231, 1234, 1237, 1240, 1243, 1246, 1249, 1252, 1255, 1258, 1261, 1264, 1267, 1270, 1273, 1276, 1279, 1282, 1285, 1288, 1291, 1294, 1297, 1300, 1303, 1306, 1309, 1312, 1315, 1318, 1321, 1324, 1327, 1330, 1333, 1336, 1339, 1342, 1345, 1348, 1351, 1354, 1357, 1360, 1363, 1366, 1369, 1372, 1375, 1378, 1381, 1384, 1387, 1390, 1393, 1396, 1399, 1402, 1405, 1408, 1411, 1414, 1417, 1420, 1423, 1426, 1429, 1432, 1435, 1438, 1441, 1444, 1447, 1450, 1456, 1462, 1468, 1474, 1476, 1478, 1481, 1484, 1488, 1492, 1494, 1496, 1501, 1503, 1505, 1508, 1511, 1514, 1517, 1520, 1523, 1526, 1529, 1532, 1535, 1538, 1541, 1544, 1547, 1550, 1553, 1556, 1559, 1562, 1565, 1568, 1571, 1574, 1577, 1580, 1583, 1585, 1587, 1589, 1591, 1593, 1596, 1599, 1602, 1605, 1608, 1611, 1614, 1617, 1619, 1621, 1623, 1625, 1627, 1629, 1631, 1633, 1635, 1637, 1639, 1641, 1643, 1645, 1647, 1649, 1651, 1653, 1655, 1657, 1659, 1661, 1663, 1665, 1667, 1669, 1671, 1673, 1675, 1677, 1679, 1681, 1683, 1685, 1687, 1689, 1691, 1693, 1695, 1697, 1699, 1701, 1703, 1705, 1707, 1709, 1711, 1713, 1715, 1717, 1719, 1721, 1723, 1725, 1727, 1729, 1731, 1733, 1735, 1737, 1740, 1743, 1746, 1749, 1752, 1754, 1756, 1759, 1762, 1765, 1768, 1771, 1773, 1775, 1781, 1787, 1793, 1799, 1805, 1807, 1809, 1810, 1812, 1814, 1817, 1820, 1823, 1826, 1829, 1832, 1835, 1838, 1841, 1844, 1847, 1850, 1856, 1862, 1868, 1874, 1880, 1883, 1886, 1889, 1892, 1895, 1898, 1901, 1904, 1907, 1910, 1913, 1916, 1919, 1922, 1925, 1928, 1931, 1934, 1937, 1940, 1943, 1946, 1949, 1952, 1955, 1958, 1961, 1964, 1967, 1970, 1973, 1976, 1979, 1982, 1985, 1988, 1991, 1994, 1997, 2000, 2003, 2006, 2009, 2012, 2015, 2018, 2021, 2024, 2027, 2030, 2033, 2035, 2037, 2040, 2042, 2044, 2047, 2050, 2053, 2056, 2058, 2060, 2062, 2064, 2067, 2070, 2073, 2076, 2079, 2083, 2087, 2091, 2095, 2099, 2102, 2105, 2108, 2111, 2114, 2117, 2120, 2123, 2126, 2129, 2132, 2135, 2138, 2141, 2144, 2147, 2150, 2153, 2156, 2159, 2162, 2165, 2168, 2171, 2174, 2177, 2180, 2183, 2186, 2189, 2192, 2195, 2198, 2201, 2204, 2207, 2210, 2213, 2216, 2219, 2222, 2225, 2228, 2231, 2234, 2237, 2240, 2243, 2246, 2249, 2252, 2255, 2258, 2260, 2262, 2264, 2266, 2268, 2270, 2272, 2274, 2276, 2278, 2281, 2284, 2287, 2290, 2293, 2295, 2297, 2299, 2301, 2303, 2305, 2307, 2309, 2311, 2313, 2315, 2317, 2319, 2321, 2323, 2325, 2327, 2330, 2333, 2336, 2339, 2342, 2344, 2346, 2348, 2350, 2352, 2354, 2356, 2358, 2360, 2362, 2364, 2366, 2368, 2370, 2372, 2378, 2384, 2390, 2396, 2402, 2404, 2406, 2408, 2411, 2414, 2416, 2418, 2420, 2423, 2426, 2428, 2430, 2432, 2435, 2438, 2440, 2442, 2444, 2446, 2448, 2450, 2452, 2454, 2456, 2458, 2460, 2462, 2464, 2466, 2468, 2470, 2472, 2474, 2476, 2478, 2480, 2482, 2484, 2486, 2488, 2490, 2492, 2494, 2496, 2498, 2501, 2504, 2506, 2508, 2510, 2512, 2514, 2516, 2521, 2525, 2532, 2538, 2545, 2551, 2553, 2555, 2563, 2570, 2576, 2582, 2584, 2586, 2593, 2599, 2601, 2603, 2607, 2612, 2614, 2616, 2621, 2626, 2628, 2630, 2636, 2641, 2643, 2645, 2650, 2656, 2658, 2660, 2666, 2672, 2674, 2676, 2682, 2688, 2690, 2692, 2697, 2702, 2704, 2706, 2712, 2718, 2720, 2722, 2727, 2732, 2734, 2736, 2742, 2748, 2750, 2752, 2757, 2762, 2764, 2766, 2771, 2776, 2778, 2780, 2785, 2790, 2792, 2794, 2799, 2804, 2806, 2808, 2812, 2816, 2818, 2820, 2826, 2832, 2834, 2836, 2845, 2854, 2856, 2858, 2860, 2862, 2864, 2866, 2868, 2870, 2872, 2874, 2876, 2878, 2880, 2882, 2884, 2886, 2888, 2890, 2892, 2894, 2896, 2898, 2900, 2902, 2904, 2906, 2908, 2910, 2912, 2914, 2916, 2918, 2920, 2922, 2924, 2926, 2928, 2930, 2932, 2934, 2936, 2938, 2940, 2942, 2944, 2946, 2948, 2950, 2952, 2954, 2956, 2958, 2960, 2962, 2964, 2966, 2968, 2970, 2972, 2974, 2976, 2978, 2980, 2982, 2984, 2986, 2988, 2990, 2992, 2994, 2996, 2998, 3000, 3002, 3004, 3006, 3008, 3010, 3012, 3014, 3016, 3018, 3020, 3022, 3024, 3026, 3028, 3030, 3032, 3034, 3036, 3038, 3040, 3042, 3044, 3046, 3048, 3050, 3052, 3054, 3056, 3058, 3060, 3062, 3064, 3066, 3068, 3070, 3072, 3074, 3076, 3078, 3080, 3082, 3084, 3086, 3088, 3090, 3092, 3094, 3096, 3098, 3100, 3102, 3104, 3106, 3108, 3110, 3112, 3114, 3116, 3118, 3120, 3122, 3124, 3126, 3128, 3130, 3132, 3134, 3136, 3138, 3140, 3142, 3144, 3146, 3148, 3150, 3152, 3154, 3156, 3158, 3160, 3162, 3164, 3166, 3168, 3170, 3172, 3174, 3176, 3178, 3180, 3182, 3184, 3186, 3188, 3190, 3192, 3194, 3196, 3198, 3200, 3202, 3204, 3206, 3208, 3210, 3212, 3214, 3216, 3218, 3220, 3222, 3224, 3226, 3228, 3230, 3232, 3234, 3236, 3238, 3240, 3242, 3244, 3246, 3248, 3250, 3252, 3254, 3256, 3258, 3260, 3262, 3264, 3266, 3268, 3270, 3272, 3274, 3276, 3278, 3280, 3282, 3284, 3286, 3288, 3290, 3292, 3294, 3296, 3298, 3300, 3302, 3304, 3306, 3308, 3310, 3312, 3314, 3316, 3318, 3320, 3322, 3324, 3326, 3328, 3330, 3332, 3334, 3336, 3338, 3340, 3342, 3344, 3346, 3348, 3350, 3352, 3354, 3356, 3358, 3360, 3362, 3364, 3366, 3368, 3370, 3372, 3374, 3376, 3378, 3380, 3382, 3384, 3386, 3388, 3390, 3392, 3394, 3396, 3398, 3400, 3402, 3404, 3406, 3408, 3410, 3412, 3414, 3416, 3418, 3420, 3422, 3424, 3426, 3428, 3430, 3432, 3434, 3436, 3438, 3440, 3442, 3444, 3446, 3448, 3450, 3452, 3454, 3456, 3458, 3460, 3462, 3464, 3466, 3468, 3470, 3472, 3474, 3476, 3478, 3480, 3482, 3484, 3486, 3488, 3490, 3492, 3494, 3496, 3498, 3500, 3502, 3504, 3506, 3508, 3510, 3512, 3514, 3516, 3518, 3520, 3522, 3524, 3526, 3528, 3530, 3532, 3534, 3536, 3538, 3540, 3542, 3544, 3546, 3548, 3550, 3552, 3554, 3556, 3558, 3560, 3562, 3564, 3566, 3568, 3570, 3572, 3574, 3576, 3578, 3580, 3582, 3584, 3586, 3588, 3590, 3592, 3594, 3596, 3598, 3600, 3602, 3604, 3606, 3608, 3610, 3612, 3614, 3616, 3618, 3620, 3622, 3624, 3626, 3628, 3630, 3632, 3634, 3636, 3638, 3640, 3642, 3644, 3646, 3648, 3650, 3652, 3654, 3656, 3658, 3660, 3662, 3664, 3666, 3668, 3670, 3672, 3674, 3676, 3678, 3680, 3682, 3684, 3686, 3688, 3690, 3692, 3694, 3696, 3698, 3700, 3702, 3704, 3706, 3708, 3710, 3712, 3714, 3716, 3718, 3720, 3722, 3724, 3726, 3728, 3730, 3732, 3734, 3736, 3738, 3740, 3742, 3744, 3746, 3748, 3750, 3752, 3754, 3756, 3758, 3760, 3762, 3764, 3766, 3768, 3770, 3772, 3774, 3776, 3778, 3780, 3782, 3784, 3786, 3788, 3790, 3792, 3794, 3796, 3798, 3800, 3802, 3804, 3806, 3808, 3810, 3812, 3814, 3816, 3818, 3820, 3822, 3824, 3826, 3828, 3830, 3832, 3834, 3836, 3838, 3840, 3842, 3844, 3846, 3848, 3850, 3852, 3854, 3856, 3858, 3860, 3862, 3864, 3866, 3868, 3870, 3872, 3874, 3876, 3878, 3880, 3882, 3884, 3886, 3888, 3890, 3892, 3894, 3896, 3898, 3900, 3902, 3904, 3906, 3908, 3910, 3912, 3914, 3916, 3918, 3920, 3922, 3924, 3926, 3928, 3930, 3932, 3934, 3936, 3938, 3940, 3942, 3944, 3946, 3948, 3950, 3952, 3954, 3956, 3958, 3960, 3962, 3964, 3966, 3968, 3970, 3972, 3974, 3976, 3978, 3980, 3982, 3984, 3986, 3988, 3990, 3992, 3994, 3996, 3998, 4000, 4002, 4004, 4006, 4008, 4010, 4012, 4014, 4016, 4018, 4020, 4022, 4024, 4026, 4028, 4030, 4032, 4034, 4036, 4038, 4040, 4042, 4044, 4046, 4048, 4050, 4052, 4054, 4056, 4058, 4060, 4062, 4064, 4066, 4068, 4070, 4072, 4074, 4076, 4078, 4080, 4082, 4084, 4086, 4088, 4090, 4092, 4094, 4096, 4098, 4100, 4102, 4104, 4106, 4108, 4110, 4112, 4114, 4116, 4118, 4120, 4122, 4124, 4126, 4128, 4130, 4132, 4134, 4136, 4138, 4140, 4142, 4144, 4146, 4148, 4150, 4152, 4154, 4156, 4158, 4160, 4162, 4164, 4166, 4168, 4170, 4173, 4176, 4179, 4182, 4185, 4188, 4191, 4194, 4197, 4200, 4203, 4206, 4209, 4212, 4215, 4218, 4221, 4224, 4227, 4230, 4233, 4236, 4239, 4242, 4245, 4248, 4251, 4254, 4257, 4260, 4263, 4266, 4269, 4272, 4275, 4278, 4281, 4284, 4287, 4290, 4292, 4294, 4297, 4300, 4304, 4308, 4310, 4312, 4314, 4316, 4318, 4320, 4322, 4324, 4326, 4328, 4330, 4332, 4334, 4336, 4338, 4340, 4342, 4344, 4346, 4348, 4350, 4352, 4354, 4356, 4358, 4360, 4362, 4364, 4366, 4368, 4370, 4372, 4374, 4376, 4378, 4380, 4382, 4384, 4386, 4388, 4390, 4392, 4394, 4396, 4398, 4400, 4402, 4404, 4406, 4408, 4410, 4412, 4414, 4416, 4418, 4420, 4422, 4424, 4426, 4428, 4430, 4432, 4434, 4436, 4438, 4440, 4442, 4444, 4446, 4448, 4450, 4452, 4454, 4456, 4458, 4460, 4462, 4464, 4466, 4468, 4470, 4472, 4474, 4476, 4478, 4480, 4482, 4484, 4486, 4488, 4490, 4492, 4494, 4496, 4498, 4500, 4502, 4504, 4506, 4508, 4510, 4512, 4514, 4516, 4518, 4520, 4522, 4524, 4526, 4528, 4530, 4532, 4534, 4536, 4538, 4540, 4542, 4544, 4546, 4548, 4550, 4552, 4554, 4556, 4558, 4560, 4562, 4564, 4566, 4568, 4570, 4572, 4574, 4576, 4578, 4580, 4582, 4584, 4586, 4588, 4590, 4592, 4594, 4596, 4598, 4600, 4602, 4604, 4606, 4608, 4610, 4612, 4614, 4616, 4618, 4620, 4622, 4624, 4626, 4628, 4630, 4632, 4634, 4636, 4638, 4640, 4642, 4644, 4646, 4648, 4650, 4652, 4654, 4656, 4658, 4660, 4662, 4664, 4666, 4668, 4670, 4672, 4674, 4676, 4678, 4680, 4682, 4684, 4686, 4688, 4690, 4692, 4694, 4696, 4698, 4700, 4702, 4704, 4706, 4708, 4710, 4712, 4714, 4716, 4718, 4720, 4722, 4724, 4726, 4728, 4730, 4732, 4734, 4736, 4738, 4740, 4742, 4744, 4746, 4748, 4750, 4752, 4754, 4756, 4758, 4760, 4762, 4764, 4766, 4768, 4770, 4772, 4774, 4776, 4778, 4780, 4782, 4784, 4786, 4788, 4790, 4792, 4794, 4796, 4798, 4800, 4802, 4805, 4808, 4811, 4814, 4817, 4824, 4831, 4837, 4843, 4849, 4855, 4861, 4867, 4873, 4879, 4885, 4891, 4897, 4903, 4909, 4915, 4920, 4924, 4929, 4934, 4939, 4944, 4949, 4954, 4960, 4966, 4971, 4976, 4979, 4982, 4988, 4994, 5000, 5006, 5012, 5017, 5023, 5029, 5035, 5040, 5046, 5052, 5057, 5062, 5067, 5072, 5076, 5080, 5085, 5090, 5095, 5100, 5105, 5109, 5115, 5121, 5126, 5131, 5133, 5136, 5142, 5148, 5154, 5160, 5166, 5171, 5177, 5182, 5187, 5192, 5198, 5204, 5209, 5214, 5218, 5223, 5226, 5230, 5235, 5239, 5244, 5249, 5254, 5258, 5264, 5270, 5275, 5279, 5282, 5285, 5291, 5297, 5303, 5309, 5314, 5319, 5324, 5330, 5335, 5340, 5346, 5352, 5357, 5362, 5367, 5371, 5375, 5379, 5383, 5388, 5393, 5398, 5402, 5407, 5413, 5419, 5423, 5428, 5434, 5440, 5446, 5452, 5457, 5462, 5467, 5473, 5478, 5483, 5489, 5495, 5500, 5505, 5510, 5514, 5518, 5522, 5526, 5531, 5536, 5541, 5545, 5550, 5556, 5562, 5566, 5571, 5576, 5581, 5586, 5592, 5597, 5601, 5606, 5611, 5615, 5619, 5624, 5629, 5633, 5637, 5641, 5645, 5647, 5649, 5651, 5654, 5658, 5662, 5665, 5668, 5673, 5678, 5681, 5684, 5686, 5688, 5694, 5700, 5706, 5712, 5717, 5722, 5727, 5733, 5738, 5743, 5749, 5754, 5759, 5764, 5769, 5773, 5777, 5779, 5783, 5788, 5793, 5798, 5802, 5806, 5812, 5817, 5821, 5826, 5831, 5836, 5841, 5847, 5852, 5856, 5860, 5865, 5869, 5873, 5878, 5883, 5887, 5891, 5895, 5899, 5901, 5903, 5905, 5907, 5911, 5914, 5917, 5920, 5925, 5930, 5933, 5936, 5938, 5940, 5946, 5952, 5958, 5963, 5967, 5972, 5977, 5982, 5987, 5991, 5997, 6002, 6006, 6011, 6015, 6019, 6024, 6027, 6031, 6035, 6039, 6043, 6048, 6053, 6059, 6064, 6069, 6074, 6080, 6086, 6092, 6097, 6101, 6106, 6111, 6116, 6121, 6125, 6131, 6136, 6140, 6145, 6149, 6153, 6158, 6161, 6165, 6169, 6173, 6177, 6182, 6187, 6193, 6198, 6203, 6208, 6213, 6217, 6222, 6227, 6230, 6234, 6238, 6242, 6246, 6250, 6255, 6259, 6263, 6266, 6270, 6273, 6275, 6277, 6279, 6282, 6285, 6288, 6291, 6295, 6300, 6304, 6307, 6311, 6313, 6315, 6321, 6327, 6334, 6341, 6346, 6352, 6358, 6364, 6369, 6375, 6381, 6387, 6393, 6399, 6405, 6411, 6413, 6415, 6420, 6425, 6429, 6431, 6436, 6441, 6447, 6453, 6458, 6463, 6469, 6475, 6482, 6489, 6494, 6500, 6506, 6512, 6517, 6523, 6529, 6535, 6541, 6547, 6553, 6559, 6561, 6563, 6568, 6573, 6577, 6579, 6584, 6589, 6595, 6601, 6606, 6611, 6616, 6622, 6628, 6634, 6638, 6643, 6648, 6652, 6656, 6661, 6666, 6672, 6676, 6679, 6683, 6687, 6689, 6691, 6693, 6696, 6698, 6700, 6704, 6708, 6713, 6719, 6723, 6727, 6730, 6733, 6735, 6737, 6742, 6747, 6752, 6757, 6762, 6767, 6772, 6777, 6782, 6787, 6792, 6797, 6801, 6805, 6809, 6813, 6816, 6819, 6823, 6825, 6827, 6829, 6834, 6838, 6843, 6848, 6853, 6857, 6860, 6863, 6866, 6869, 6876, 6882, 6888, 6894, 6898, 6903, 6908, 6913, 6918, 6923, 6929, 6935, 6939, 6944, 6946, 6948, 6950, 6952, 6957, 6962, 6964, 6968, 6973, 6978, 6984, 6990, 6995, 7000, 7003, 7006, 7012, 7017, 7023, 7028, 7033, 7038, 7044, 7049, 7053, 7056, 7061, 7066, 7068, 7070, 7072, 7074, 7076, 7078, 7080, 7082, 7084, 7086, 7088, 7090, 7095, 7100, 7102, 7104, 7107, 7110, 7114, 7118, 7122, 7126, 7130, 7134, 7138, 7142, 7146, 7150, 7154, 7158, 7162, 7166, 7169, 7172, 7174, 7176, 7179, 7183, 7185, 7187, 7190, 7193, 7197, 7201, 7204, 7208, 7213, 7218, 7223, 7228, 7233, 7238, 7243, 7248, 7252, 7257, 7262, 7267, 7271, 7275, 7279, 7283, 7285, 7288, 7292, 7297, 7300, 7304, 7309, 7313, 7318, 7323, 7328, 7333, 7336, 7339, 7345, 7351, 7356, 7361, 7367, 7373, 7378, 7384, 7390, 7396, 7401, 7405, 7410, 7415, 7419, 7423, 7428, 7433, 7436, 7439, 7443, 7447, 7453, 7459, 7464, 7469, 7470, 7474, 7487) pos_end <- c(7, 10, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 35, 39, 41, 43, 45, 47, 49, 51, 53, 55, 57, 59, 61, 63, 65, 67, 69, 71, 73, 75, 77, 79, 82, 85, 87, 89, 91, 93, 95, 97, 99, 101, 103, 105, 107, 109, 111, 113, 115, 117, 119, 121, 123, 125, 127, 129, 131, 133, 135, 137, 139, 141, 143, 145, 147, 149, 151, 153, 155, 157, 160, 163, 166, 169, 172, 175, 178, 180, 182, 183, 185, 187, 189, 191, 193, 195, 197, 199, 201, 203, 205, 207, 209, 211, 213, 215, 217, 219, 221, 223, 225, 227, 231, 235, 239, 243, 247, 249, 251, 253, 255, 257, 261, 265, 269, 273, 277, 279, 281, 285, 289, 291, 293, 295, 297, 298, 300, 302, 304, 306, 308, 310, 312, 314, 316, 318, 319, 321, 323, 325, 327, 329, 331, 333, 335, 337, 339, 341, 343, 345, 347, 349, 351, 353, 355, 357, 359, 361, 363, 365, 367, 371, 372, 373, 375, 376, 377, 378, 379, 380, 381, 383, 385, 387, 389, 391, 393, 395, 398, 401, 404, 407, 410, 413, 416, 419, 422, 425, 428, 431, 434, 437, 439, 441, 443, 445, 447, 449, 451, 453, 455, 457, 459, 461, 463, 465, 467, 469, 471, 473, 475, 477, 479, 481, 483, 485, 487, 489, 491, 494, 497, 500, 503, 506, 509, 512, 515, 518, 521, 523, 525, 527, 529, 531, 533, 535, 537, 539, 541, 543, 545, 547, 549, 551, 553, 555, 557, 559, 561, 563, 565, 567, 569, 571, 573, 575, 577, 579, 581, 583, 585, 587, 589, 591, 593, 595, 597, 600, 603, 605, 607, 609, 611, 613, 615, 617, 619, 621, 623, 625, 627, 629, 631, 633, 635, 637, 639, 641, 643, 645, 647, 649, 651, 653, 655, 657, 659, 661, 663, 665, 667, 669, 671, 674, 677, 679, 681, 683, 685, 687, 689, 691, 693, 695, 697, 699, 701, 703, 705, 707, 709, 711, 713, 715, 717, 719, 721, 723, 725, 727, 729, 731, 733, 735, 737, 739, 741, 743, 745, 747, 749, 751, 753, 756, 758, 762, 766, 768, 770, 772, 774, 776, 778, 780, 782, 784, 786, 788, 790, 792, 794, 796, 798, 800, 802, 804, 806, 808, 810, 812, 814, 816, 818, 820, 822, 824, 826, 828, 830, 832, 834, 836, 838, 840, 842, 844, 846, 848, 850, 852, 854, 856, 858, 860, 862, 864, 866, 868, 870, 872, 874, 876, 878, 880, 882, 884, 886, 889, 892, 894, 896, 898, 900, 902, 904, 906, 908, 910, 912, 914, 916, 918, 920, 922, 924, 926, 928, 930, 932, 934, 936, 938, 940, 942, 944, 946, 948, 950, 952, 954, 956, 958, 960, 962, 964, 966, 968, 970, 972, 974, 976, 978, 980, 982, 984, 986, 988, 990, 992, 994, 996, 998, 1000, 1002, 1004, 1006, 1008, 1010, 1015, 1017, 1019, 1021, 1023, 1025, 1027, 1029, 1031, 1033, 1035, 1037, 1039, 1041, 1043, 1045, 1047, 1049, 1051, 1053, 1055, 1057, 1059, 1061, 1063, 1065, 1067, 1069, 1071, 1073, 1075, 1077, 1079, 1081, 1083, 1086, 1089, 1092, 1095, 1098, 1101, 1104, 1107, 1110, 1113, 1116, 1119, 1122, 1125, 1128, 1131, 1134, 1137, 1140, 1143, 1146, 1149, 1152, 1155, 1158, 1161, 1164, 1167, 1170, 1173, 1176, 1179, 1182, 1185, 1188, 1191, 1194, 1197, 1200, 1203, 1206, 1209, 1212, 1215, 1218, 1221, 1224, 1227, 1230, 1233, 1236, 1239, 1242, 1245, 1248, 1251, 1254, 1257, 1260, 1263, 1266, 1269, 1272, 1275, 1278, 1281, 1284, 1287, 1290, 1293, 1296, 1299, 1302, 1305, 1308, 1311, 1314, 1317, 1320, 1323, 1326, 1329, 1332, 1335, 1338, 1341, 1344, 1347, 1350, 1353, 1356, 1359, 1362, 1365, 1368, 1371, 1374, 1377, 1380, 1383, 1386, 1389, 1392, 1395, 1398, 1401, 1404, 1407, 1410, 1413, 1416, 1419, 1422, 1425, 1428, 1431, 1434, 1437, 1440, 1443, 1446, 1449, 1455, 1461, 1467, 1473, 1475, 1477, 1480, 1483, 1487, 1491, 1493, 1495, 1500, 1502, 1504, 1507, 1510, 1513, 1516, 1519, 1522, 1525, 1528, 1531, 1534, 1537, 1540, 1543, 1546, 1549, 1552, 1555, 1558, 1561, 1564, 1567, 1570, 1573, 1576, 1579, 1582, 1584, 1586, 1588, 1590, 1592, 1595, 1598, 1601, 1604, 1607, 1610, 1613, 1616, 1618, 1620, 1622, 1624, 1626, 1628, 1630, 1632, 1634, 1636, 1638, 1640, 1642, 1644, 1646, 1648, 1650, 1652, 1654, 1656, 1658, 1660, 1662, 1664, 1666, 1668, 1670, 1672, 1674, 1676, 1678, 1680, 1682, 1684, 1686, 1688, 1690, 1692, 1694, 1696, 1698, 1700, 1702, 1704, 1706, 1708, 1710, 1712, 1714, 1716, 1718, 1720, 1722, 1724, 1726, 1728, 1730, 1732, 1734, 1736, 1739, 1742, 1745, 1748, 1751, 1753, 1755, 1758, 1761, 1764, 1767, 1770, 1772, 1774, 1780, 1786, 1792, 1798, 1804, 1806, 1808, 1809, 1811, 1813, 1816, 1819, 1822, 1825, 1828, 1831, 1834, 1837, 1840, 1843, 1846, 1849, 1855, 1861, 1867, 1873, 1879, 1882, 1885, 1888, 1891, 1894, 1897, 1900, 1903, 1906, 1909, 1912, 1915, 1918, 1921, 1924, 1927, 1930, 1933, 1936, 1939, 1942, 1945, 1948, 1951, 1954, 1957, 1960, 1963, 1966, 1969, 1972, 1975, 1978, 1981, 1984, 1987, 1990, 1993, 1996, 1999, 2002, 2005, 2008, 2011, 2014, 2017, 2020, 2023, 2026, 2029, 2032, 2034, 2036, 2039, 2041, 2043, 2046, 2049, 2052, 2055, 2057, 2059, 2061, 2063, 2066, 2069, 2072, 2075, 2078, 2082, 2086, 2090, 2094, 2098, 2101, 2104, 2107, 2110, 2113, 2116, 2119, 2122, 2125, 2128, 2131, 2134, 2137, 2140, 2143, 2146, 2149, 2152, 2155, 2158, 2161, 2164, 2167, 2170, 2173, 2176, 2179, 2182, 2185, 2188, 2191, 2194, 2197, 2200, 2203, 2206, 2209, 2212, 2215, 2218, 2221, 2224, 2227, 2230, 2233, 2236, 2239, 2242, 2245, 2248, 2251, 2254, 2257, 2259, 2261, 2263, 2265, 2267, 2269, 2271, 2273, 2275, 2277, 2280, 2283, 2286, 2289, 2292, 2294, 2296, 2298, 2300, 2302, 2304, 2306, 2308, 2310, 2312, 2314, 2316, 2318, 2320, 2322, 2324, 2326, 2329, 2332, 2335, 2338, 2341, 2343, 2345, 2347, 2349, 2351, 2353, 2355, 2357, 2359, 2361, 2363, 2365, 2367, 2369, 2371, 2377, 2383, 2389, 2395, 2401, 2403, 2405, 2407, 2410, 2413, 2415, 2417, 2419, 2422, 2425, 2427, 2429, 2431, 2434, 2437, 2439, 2441, 2443, 2445, 2447, 2449, 2451, 2453, 2455, 2457, 2459, 2461, 2463, 2465, 2467, 2469, 2471, 2473, 2475, 2477, 2479, 2481, 2483, 2485, 2487, 2489, 2491, 2493, 2495, 2497, 2500, 2503, 2505, 2507, 2509, 2511, 2513, 2515, 2520, 2524, 2531, 2537, 2544, 2550, 2552, 2554, 2562, 2569, 2575, 2581, 2583, 2585, 2592, 2598, 2600, 2602, 2606, 2611, 2613, 2615, 2620, 2625, 2627, 2629, 2635, 2640, 2642, 2644, 2649, 2655, 2657, 2659, 2665, 2671, 2673, 2675, 2681, 2687, 2689, 2691, 2696, 2701, 2703, 2705, 2711, 2717, 2719, 2721, 2726, 2731, 2733, 2735, 2741, 2747, 2749, 2751, 2756, 2761, 2763, 2765, 2770, 2775, 2777, 2779, 2784, 2789, 2791, 2793, 2798, 2803, 2805, 2807, 2811, 2815, 2817, 2819, 2825, 2831, 2833, 2835, 2844, 2853, 2855, 2857, 2859, 2861, 2863, 2865, 2867, 2869, 2871, 2873, 2875, 2877, 2879, 2881, 2883, 2885, 2887, 2889, 2891, 2893, 2895, 2897, 2899, 2901, 2903, 2905, 2907, 2909, 2911, 2913, 2915, 2917, 2919, 2921, 2923, 2925, 2927, 2929, 2931, 2933, 2935, 2937, 2939, 2941, 2943, 2945, 2947, 2949, 2951, 2953, 2955, 2957, 2959, 2961, 2963, 2965, 2967, 2969, 2971, 2973, 2975, 2977, 2979, 2981, 2983, 2985, 2987, 2989, 2991, 2993, 2995, 2997, 2999, 3001, 3003, 3005, 3007, 3009, 3011, 3013, 3015, 3017, 3019, 3021, 3023, 3025, 3027, 3029, 3031, 3033, 3035, 3037, 3039, 3041, 3043, 3045, 3047, 3049, 3051, 3053, 3055, 3057, 3059, 3061, 3063, 3065, 3067, 3069, 3071, 3073, 3075, 3077, 3079, 3081, 3083, 3085, 3087, 3089, 3091, 3093, 3095, 3097, 3099, 3101, 3103, 3105, 3107, 3109, 3111, 3113, 3115, 3117, 3119, 3121, 3123, 3125, 3127, 3129, 3131, 3133, 3135, 3137, 3139, 3141, 3143, 3145, 3147, 3149, 3151, 3153, 3155, 3157, 3159, 3161, 3163, 3165, 3167, 3169, 3171, 3173, 3175, 3177, 3179, 3181, 3183, 3185, 3187, 3189, 3191, 3193, 3195, 3197, 3199, 3201, 3203, 3205, 3207, 3209, 3211, 3213, 3215, 3217, 3219, 3221, 3223, 3225, 3227, 3229, 3231, 3233, 3235, 3237, 3239, 3241, 3243, 3245, 3247, 3249, 3251, 3253, 3255, 3257, 3259, 3261, 3263, 3265, 3267, 3269, 3271, 3273, 3275, 3277, 3279, 3281, 3283, 3285, 3287, 3289, 3291, 3293, 3295, 3297, 3299, 3301, 3303, 3305, 3307, 3309, 3311, 3313, 3315, 3317, 3319, 3321, 3323, 3325, 3327, 3329, 3331, 3333, 3335, 3337, 3339, 3341, 3343, 3345, 3347, 3349, 3351, 3353, 3355, 3357, 3359, 3361, 3363, 3365, 3367, 3369, 3371, 3373, 3375, 3377, 3379, 3381, 3383, 3385, 3387, 3389, 3391, 3393, 3395, 3397, 3399, 3401, 3403, 3405, 3407, 3409, 3411, 3413, 3415, 3417, 3419, 3421, 3423, 3425, 3427, 3429, 3431, 3433, 3435, 3437, 3439, 3441, 3443, 3445, 3447, 3449, 3451, 3453, 3455, 3457, 3459, 3461, 3463, 3465, 3467, 3469, 3471, 3473, 3475, 3477, 3479, 3481, 3483, 3485, 3487, 3489, 3491, 3493, 3495, 3497, 3499, 3501, 3503, 3505, 3507, 3509, 3511, 3513, 3515, 3517, 3519, 3521, 3523, 3525, 3527, 3529, 3531, 3533, 3535, 3537, 3539, 3541, 3543, 3545, 3547, 3549, 3551, 3553, 3555, 3557, 3559, 3561, 3563, 3565, 3567, 3569, 3571, 3573, 3575, 3577, 3579, 3581, 3583, 3585, 3587, 3589, 3591, 3593, 3595, 3597, 3599, 3601, 3603, 3605, 3607, 3609, 3611, 3613, 3615, 3617, 3619, 3621, 3623, 3625, 3627, 3629, 3631, 3633, 3635, 3637, 3639, 3641, 3643, 3645, 3647, 3649, 3651, 3653, 3655, 3657, 3659, 3661, 3663, 3665, 3667, 3669, 3671, 3673, 3675, 3677, 3679, 3681, 3683, 3685, 3687, 3689, 3691, 3693, 3695, 3697, 3699, 3701, 3703, 3705, 3707, 3709, 3711, 3713, 3715, 3717, 3719, 3721, 3723, 3725, 3727, 3729, 3731, 3733, 3735, 3737, 3739, 3741, 3743, 3745, 3747, 3749, 3751, 3753, 3755, 3757, 3759, 3761, 3763, 3765, 3767, 3769, 3771, 3773, 3775, 3777, 3779, 3781, 3783, 3785, 3787, 3789, 3791, 3793, 3795, 3797, 3799, 3801, 3803, 3805, 3807, 3809, 3811, 3813, 3815, 3817, 3819, 3821, 3823, 3825, 3827, 3829, 3831, 3833, 3835, 3837, 3839, 3841, 3843, 3845, 3847, 3849, 3851, 3853, 3855, 3857, 3859, 3861, 3863, 3865, 3867, 3869, 3871, 3873, 3875, 3877, 3879, 3881, 3883, 3885, 3887, 3889, 3891, 3893, 3895, 3897, 3899, 3901, 3903, 3905, 3907, 3909, 3911, 3913, 3915, 3917, 3919, 3921, 3923, 3925, 3927, 3929, 3931, 3933, 3935, 3937, 3939, 3941, 3943, 3945, 3947, 3949, 3951, 3953, 3955, 3957, 3959, 3961, 3963, 3965, 3967, 3969, 3971, 3973, 3975, 3977, 3979, 3981, 3983, 3985, 3987, 3989, 3991, 3993, 3995, 3997, 3999, 4001, 4003, 4005, 4007, 4009, 4011, 4013, 4015, 4017, 4019, 4021, 4023, 4025, 4027, 4029, 4031, 4033, 4035, 4037, 4039, 4041, 4043, 4045, 4047, 4049, 4051, 4053, 4055, 4057, 4059, 4061, 4063, 4065, 4067, 4069, 4071, 4073, 4075, 4077, 4079, 4081, 4083, 4085, 4087, 4089, 4091, 4093, 4095, 4097, 4099, 4101, 4103, 4105, 4107, 4109, 4111, 4113, 4115, 4117, 4119, 4121, 4123, 4125, 4127, 4129, 4131, 4133, 4135, 4137, 4139, 4141, 4143, 4145, 4147, 4149, 4151, 4153, 4155, 4157, 4159, 4161, 4163, 4165, 4167, 4169, 4172, 4175, 4178, 4181, 4184, 4187, 4190, 4193, 4196, 4199, 4202, 4205, 4208, 4211, 4214, 4217, 4220, 4223, 4226, 4229, 4232, 4235, 4238, 4241, 4244, 4247, 4250, 4253, 4256, 4259, 4262, 4265, 4268, 4271, 4274, 4277, 4280, 4283, 4286, 4289, 4291, 4293, 4296, 4299, 4303, 4307, 4309, 4311, 4313, 4315, 4317, 4319, 4321, 4323, 4325, 4327, 4329, 4331, 4333, 4335, 4337, 4339, 4341, 4343, 4345, 4347, 4349, 4351, 4353, 4355, 4357, 4359, 4361, 4363, 4365, 4367, 4369, 4371, 4373, 4375, 4377, 4379, 4381, 4383, 4385, 4387, 4389, 4391, 4393, 4395, 4397, 4399, 4401, 4403, 4405, 4407, 4409, 4411, 4413, 4415, 4417, 4419, 4421, 4423, 4425, 4427, 4429, 4431, 4433, 4435, 4437, 4439, 4441, 4443, 4445, 4447, 4449, 4451, 4453, 4455, 4457, 4459, 4461, 4463, 4465, 4467, 4469, 4471, 4473, 4475, 4477, 4479, 4481, 4483, 4485, 4487, 4489, 4491, 4493, 4495, 4497, 4499, 4501, 4503, 4505, 4507, 4509, 4511, 4513, 4515, 4517, 4519, 4521, 4523, 4525, 4527, 4529, 4531, 4533, 4535, 4537, 4539, 4541, 4543, 4545, 4547, 4549, 4551, 4553, 4555, 4557, 4559, 4561, 4563, 4565, 4567, 4569, 4571, 4573, 4575, 4577, 4579, 4581, 4583, 4585, 4587, 4589, 4591, 4593, 4595, 4597, 4599, 4601, 4603, 4605, 4607, 4609, 4611, 4613, 4615, 4617, 4619, 4621, 4623, 4625, 4627, 4629, 4631, 4633, 4635, 4637, 4639, 4641, 4643, 4645, 4647, 4649, 4651, 4653, 4655, 4657, 4659, 4661, 4663, 4665, 4667, 4669, 4671, 4673, 4675, 4677, 4679, 4681, 4683, 4685, 4687, 4689, 4691, 4693, 4695, 4697, 4699, 4701, 4703, 4705, 4707, 4709, 4711, 4713, 4715, 4717, 4719, 4721, 4723, 4725, 4727, 4729, 4731, 4733, 4735, 4737, 4739, 4741, 4743, 4745, 4747, 4749, 4751, 4753, 4755, 4757, 4759, 4761, 4763, 4765, 4767, 4769, 4771, 4773, 4775, 4777, 4779, 4781, 4783, 4785, 4787, 4789, 4791, 4793, 4795, 4797, 4799, 4801, 4804, 4807, 4810, 4813, 4816, 4823, 4830, 4836, 4842, 4848, 4854, 4860, 4866, 4872, 4878, 4884, 4890, 4896, 4902, 4908, 4914, 4919, 4923, 4928, 4933, 4938, 4943, 4948, 4953, 4959, 4965, 4970, 4975, 4978, 4981, 4987, 4993, 4999, 5005, 5011, 5016, 5022, 5028, 5034, 5039, 5045, 5051, 5056, 5061, 5066, 5071, 5075, 5079, 5084, 5089, 5094, 5099, 5104, 5108, 5114, 5120, 5125, 5130, 5132, 5135, 5141, 5147, 5153, 5159, 5165, 5170, 5176, 5181, 5186, 5191, 5197, 5203, 5208, 5213, 5217, 5222, 5225, 5229, 5234, 5238, 5243, 5248, 5253, 5257, 5263, 5269, 5274, 5278, 5281, 5284, 5290, 5296, 5302, 5308, 5313, 5318, 5323, 5329, 5334, 5339, 5345, 5351, 5356, 5361, 5366, 5370, 5374, 5378, 5382, 5387, 5392, 5397, 5401, 5406, 5412, 5418, 5422, 5427, 5433, 5439, 5445, 5451, 5456, 5461, 5466, 5472, 5477, 5482, 5488, 5494, 5499, 5504, 5509, 5513, 5517, 5521, 5525, 5530, 5535, 5540, 5544, 5549, 5555, 5561, 5565, 5570, 5575, 5580, 5585, 5591, 5596, 5600, 5605, 5610, 5614, 5618, 5623, 5628, 5632, 5636, 5640, 5644, 5646, 5648, 5650, 5653, 5657, 5661, 5664, 5667, 5672, 5677, 5680, 5683, 5685, 5687, 5693, 5699, 5705, 5711, 5716, 5721, 5726, 5732, 5737, 5742, 5748, 5753, 5758, 5763, 5768, 5772, 5776, 5778, 5782, 5787, 5792, 5797, 5801, 5805, 5811, 5816, 5820, 5825, 5830, 5835, 5840, 5846, 5851, 5855, 5859, 5864, 5868, 5872, 5877, 5882, 5886, 5890, 5894, 5898, 5900, 5902, 5904, 5906, 5910, 5913, 5916, 5919, 5924, 5929, 5932, 5935, 5937, 5939, 5945, 5951, 5957, 5962, 5966, 5971, 5976, 5981, 5986, 5990, 5996, 6001, 6005, 6010, 6014, 6018, 6023, 6026, 6030, 6034, 6038, 6042, 6047, 6052, 6058, 6063, 6068, 6073, 6079, 6085, 6091, 6096, 6100, 6105, 6110, 6115, 6120, 6124, 6130, 6135, 6139, 6144, 6148, 6152, 6157, 6160, 6164, 6168, 6172, 6176, 6181, 6186, 6192, 6197, 6202, 6207, 6212, 6216, 6221, 6226, 6229, 6233, 6237, 6241, 6245, 6249, 6254, 6258, 6262, 6265, 6269, 6272, 6274, 6276, 6278, 6281, 6284, 6287, 6290, 6294, 6299, 6303, 6306, 6310, 6312, 6314, 6320, 6326, 6333, 6340, 6345, 6351, 6357, 6363, 6368, 6374, 6380, 6386, 6392, 6398, 6404, 6410, 6412, 6414, 6419, 6424, 6428, 6430, 6435, 6440, 6446, 6452, 6457, 6462, 6468, 6474, 6481, 6488, 6493, 6499, 6505, 6511, 6516, 6522, 6528, 6534, 6540, 6546, 6552, 6558, 6560, 6562, 6567, 6572, 6576, 6578, 6583, 6588, 6594, 6600, 6605, 6610, 6615, 6621, 6627, 6633, 6637, 6642, 6647, 6651, 6655, 6660, 6665, 6671, 6675, 6678, 6682, 6686, 6688, 6690, 6692, 6695, 6697, 6699, 6703, 6707, 6712, 6718, 6722, 6726, 6729, 6732, 6734, 6736, 6741, 6746, 6751, 6756, 6761, 6766, 6771, 6776, 6781, 6786, 6791, 6796, 6800, 6804, 6808, 6812, 6815, 6818, 6822, 6824, 6826, 6828, 6833, 6837, 6842, 6847, 6852, 6856, 6859, 6862, 6865, 6868, 6875, 6881, 6887, 6893, 6897, 6902, 6907, 6912, 6917, 6922, 6928, 6934, 6938, 6943, 6945, 6947, 6949, 6951, 6956, 6961, 6963, 6967, 6972, 6977, 6983, 6989, 6994, 6999, 7002, 7005, 7011, 7016, 7022, 7027, 7032, 7037, 7043, 7048, 7052, 7055, 7060, 7065, 7067, 7069, 7071, 7073, 7075, 7077, 7079, 7081, 7083, 7085, 7087, 7089, 7094, 7099, 7101, 7103, 7106, 7109, 7113, 7117, 7121, 7125, 7129, 7133, 7137, 7141, 7145, 7149, 7153, 7157, 7161, 7165, 7168, 7171, 7173, 7175, 7178, 7182, 7184, 7186, 7189, 7192, 7196, 7200, 7203, 7207, 7212, 7217, 7222, 7227, 7232, 7237, 7242, 7247, 7251, 7256, 7261, 7266, 7270, 7274, 7278, 7282, 7284, 7287, 7291, 7296, 7299, 7303, 7308, 7312, 7317, 7322, 7327, 7332, 7335, 7338, 7344, 7350, 7355, 7360, 7366, 7372, 7377, 7383, 7389, 7395, 7400, 7404, 7409, 7414, 7418, 7422, 7427, 7432, 7435, 7438, 7442, 7446, 7452, 7458, 7463, 7468, 7469, 7473, 7486, 7499) # Define variable names and types ('c' = character, 'n' = 'numeric') var_names <- c("DUID", "PID", "DUPERSID", "PANEL", "YEARIND", "SAQRDS24", "ALL5RDS", "DIED", "INST", "MILITARY", "ENTRSRVY", "LEFTUS", "OTHER", "DATAYEARY1", "DATAYEARY2", "FAMID1", "FAMID2", "FAMID3", "FAMID4", "FAMID5", "FAMIDY1", "FAMIDY2", "FAMIDYR1", "FAMIDYR2", "CPSFAMY1", "CPSFAMY2", "FCSZY1", "FCSZY2", "FCRPY1", "FCRPY2", "RULETR1", "RULETR2", "RULETR3", "RULETR4", "RULETR5", "RULETRY1", "RULETRY2", "RUSIZE1", "RUSIZE2", "RUSIZE3", "RUSIZE4", "RUSIZE5", "RUSIZEY1", "RUSIZEY2", "RUCLAS1", "RUCLAS2", "RUCLAS3", "RUCLAS4", "RUCLAS5", "RUCLASY1", "RUCLASY2", "FAMSZE1", "FAMSZE2", "FAMSZE3", "FAMSZE4", "FAMSZE5", "FAMSZEY1", "FAMSZEY2", "FMRSY1", "FMRSY2", "FAMSY1", "FAMSY2", "FAMSZYR1", "FAMSZYR2", "FAMRFPY1", "FAMRFPY2", "REGION1", "REGION2", "REGION3", "REGION4", "REGION5", "REGIONY1", "REGIONY2", "REFPRS1", "REFPRS2", "REFPRS3", "REFPRS4", "REFPRS5", "REFPRSY1", "REFPRSY2", "RESP1", "RESP2", "RESP3", "RESP4", "RESP5", "RESPY1", "RESPY2", "PROXY1", "PROXY2", "PROXY3", "PROXY4", "PROXY5", "PROXYY1", "PROXYY2", "INTVLANG", "INTVTYPE1", "INTVTYPE2", "INTVTYPE3", "INTVTYPE4", "INTVTYPE5", "BEGRFM1", "BEGRFM2", "BEGRFM3", "BEGRFM4", "BEGRFM5", "BEGRFY1", "BEGRFY2", "BEGRFY3", "BEGRFY4", "BEGRFY5", "ENDRFM1", "ENDRFM2", "ENDRFM3", "ENDRFM4", "ENDRFM5", "ENDRFY1", "ENDRFY2", "ENDRFY3", "ENDRFY4", "ENDRFY5", "ENDRFMY1", "ENDRFMY2", "ENDRFYY1", "ENDRFYY2", "KEYNESY1", "KEYNESY2", "INSCOP1", "INSCOP2", "INSCOP3", "INSCOP4", "INSCOP5", "INSCOPY1", "INSCOPY2", "INSCY1", "INSCY2", "INSCPYR1", "INSCPYR2", "ELGRND1", "ELGRND2", "ELGRND3", "ELGRND4", "ELGRND5", "ELGRNDY1", "ELGRNDY2", "PSTATS1", "PSTATS2", "PSTATS3", "PSTATS4", "PSTATS5", "RURSLT1", "RURSLT2", "RURSLT3", "RURSLT4", "RURSLT5", "AGE1X", "AGE2X", "AGE3X", "AGE4X", "AGE5X", "AGEY1X", "AGEY2X", "AGELSTY1", "AGELSTY2", "DOBMM", "DOBYY", "SEX", "RACEV1X", "RACEV2X", "RACEAX", "RACEBX", "RACEWX", "RACETHX", "HISPANX", "HISPNCAT", "MARRY1X", "MARRY2X", "MARRY3X", "MARRY4X", "MARRY5X", "MARRYY1X", "MARRYY2X", "SPOUID1", "SPOUID2", "SPOUID3", "SPOUID4", "SPOUID5", "SPOUIDY1", "SPOUIDY2", "SPOUIN1", "SPOUIN2", "SPOUIN3", "SPOUIN4", "SPOUIN5", "SPOUINY1", "SPOUINY2", "EDUCYR", "HIDEG", "FTSTU1X", "FTSTU2X", "FTSTU3X", "FTSTU4X", "FTSTU5X", "FTSTUY1X", "FTSTUY2X", "ACTDTY1", "ACTDTY2", "ACTDTY3", "ACTDTY4", "ACTDTY5", "EVERSERVEDY2", "REFRL1X", "REFRL2X", "REFRL3X", "REFRL4X", "REFRL5X", "REFRLY1X", "REFRLY2X", "OTHLGSPK", "WHTLGSPK", "HWELLSPK", "BORNUSA", "YRSINUS", "MOPID1X", "MOPID2X", "MOPID3X", "MOPID4X", "MOPID5X", "DAPID1X", "DAPID2X", "DAPID3X", "DAPID4X", "DAPID5X", "HIBPDXY1", "HIBPDXY2", "HIBPAGY1", "HIBPAGY2", "BPMLDXY1", "BPMLDXY2", "CHDDXY1", "CHDDXY2", "CHDAGY1", "CHDAGY2", "ANGIDXY1", "ANGIDXY2", "ANGIAGY1", "ANGIAGY2", "MIDXY1", "MIDXY2", "MIAGY1", "MIAGY2", "OHRTDXY1", "OHRTDXY2", "OHRTAGY1", "OHRTAGY2", "OHRTTPY1", "OHRTTPY2", "STRKDXY1", "STRKDXY2", "STRKAGY1", "STRKAGY2", "EMPHDXY1", "EMPHDXY2", "EMPHAGY1", "EMPHAGY2", "CHBRON1", "CHBRON3", "CHOLDXY1", "CHOLDXY2", "CHOLAGY1", "CHOLAGY2", "CANCERY1", "CANCERY2", "CABLADY1", "CABLADY2", "CABREAY1", "CABREAY2", "CACERVY1", "CACERVY2", "CACOLOY1", "CACOLOY2", "CALUNGY1", "CALUNGY2", "CALYMPY1", "CALYMPY2", "CAMELAY1", "CAMELAY2", "CAOTHEY1", "CAOTHEY2", "CAPROSY1", "CAPROSY2", "CASKNMY1", "CASKNMY2", "CASKDKY1", "CASKDKY2", "CAUTERY1", "CAUTERY2", "DIABDXY1_M18", "DIABDXY2_M18", "DIABAGY1", "DIABAGY2", "JTPAIN1_M18", "JTPAIN3_M18", "ARTHDXY1", "ARTHDXY2", "ARTHTPY1", "ARTHTPY2", "ARTHAGY1", "ARTHAGY2", "ASTHDXY1", "ASTHDXY2", "ASTHAGY1", "ASTHAGY2", "ASSTIL1", "ASSTIL3", "ASATAK1", "ASATAK3", "ASTHEP1", "ASTHEP3", "ASACUT1", "ASACUT3", "ASMRCN1", "ASMRCN3", "ASPREV1", "ASPREV3", "ASDALY1", "ASDALY3", "ASPKFL1", "ASPKFL3", "ASEVFL1", "ASEVFL3", "ASWNFL1", "ASWNFL3", "ADHDADY1", "ADHDADY2", "ADHDAGY1", "ADHDAGY2", "COVIDEVER3", "COVIDEVER5", "LCEVER3", "LCEVER5", "COVSYMNOW3", "COVSYMNOW5", "COVREDABIL3", "COVREDABIL5", "COVID12MO3", "COVID12MO5", "COVMNTHX3", "COVMNTHX5", "COVYRDX3", "COVYRDX5", "RTHLTH1", "RTHLTH2", "RTHLTH3", "RTHLTH4", "RTHLTH5", "MNHLTH1", "MNHLTH2", "MNHLTH3", "MNHLTH4", "MNHLTH5", "IADLHP1", "IADLHP3", "ADLHLP1", "ADLHLP3", "AIDHLP1", "AIDHLP3", "WLKLIM1", "WLKLIM3", "LFTDIF1", "LFTDIF3", "STPDIF1", "STPDIF3", "WLKDIF1", "WLKDIF3", "MILDIF1", "MILDIF3", "STNDIF1", "STNDIF3", "BENDIF1", "BENDIF3", "RCHDIF1", "RCHDIF3", "FNGRDF1", "FNGRDF3", "ACTLIM1", "ACTLIM3", "WRKLIM1", "WRKLIM3", "HSELIM1", "HSELIM3", "SCHLIM1", "SCHLIM3", "UNABLE1", "UNABLE3", "SOCLIM1", "SOCLIM3", "COGLIM1", "COGLIM3", "DFHEAR2", "DFHEAR4", "DFSEE2", "DFSEE4", "DFCOG2", "DFCOG4", "DFWLKC2", "DFWLKC4", "DFDRSB2", "DFDRSB4", "DFERND2", "DFERND4", "ANYLMIY1", "ANYLMIY2", "CHPMED2", "CHPMED4", "CHPMHB2", "CHPMHB4", "CHPMCN2", "CHPMCN4", "CHSERV2", "CHSERV4", "CHSRHB2", "CHSRHB4", "CHSRCN2", "CHSRCN4", "CHLIMI2", "CHLIMI4", "CHLIHB2", "CHLIHB4", "CHLICO2", "CHLICO4", "CHTHER2", "CHTHER4", "CHTHHB2", "CHTHHB4", "CHTHCO2", "CHTHCO4", "CHCOUN2", "CHCOUN4", "CHEMPB2", "CHEMPB4", "CSHCN2", "CSHCN4", "GETTRB4", "MOMPRO4", "DADPRO4", "UNHAP4", "SCHLBH4", "HAVFUN4", "ADUPRO4", "NERVAF4", "SIBPRO4", "KIDPRO4", "SPRPRO4", "SCHPRO4", "HOMEBH4", "CHILCR4", "CHILWW4", "CHRTCR4", "CHRTWW4", "CHAPPT4", "CHLIST4", "CHEXPL4", "CHRESP4", "CHPRTM4", "CHHECR4", "CHSPEC4_M18", "CHEYRE4_M18", "MESHGT2", "WHNHGT2", "MESWGT2", "WHNWGT2", "CHBMIX2", "MESVIS2", "EATHLT2", "WHNEAT2", "PHYSCL2", "WHNPHY2", "SAFEST2", "WHNSAF2", "BOOST2", "WHNBST2", "LAPBLT2", "WHNLAP2", "HELMET2", "WHNHEL2", "NOSMOK2", "WHNSMK2", "TIMALN2", "LSTETH3", "LSTETH5", "PHYEXE3", "PHYEXE5", "OFTSMK3", "OFTSMK5", "COVAXEVR1", "COVAXEVR2", "COVAXEVR3", "COVAXEVR4", "COVAXEVR5", "BOOSTERSHOT1", "BOOSTERSHOT2", "COVAXNEW3", "COVAXNEW4", "COVAXNEW5", "SAQELIY1", "SAQELIY2", "ADPROX2", "ADPROX4", "ADSEX2", "ADAGE2", "ADGENH2", "ADGENH4", "ADDAYA2", "ADDAYA4", "ADCLIM2", "ADCLIM4", "ADACLS2", "ADACLS4", "ADWKLM2", "ADWKLM4", "ADEMLS2", "ADEMLS4", "ADMWCF2", "ADMWCF4", "ADPAIN2", "ADPAIN4", "ADPCFL2", "ADPCFL4", "ADENGY2", "ADENGY4", "ADPRST2", "ADPRST4", "ADSOCA2", "ADSOCA4", "ADCOMPAN2", "ADLEFTOUT2", "ADISOL2", "ADNERV2", "ADNERV4", "ADHOPE2", "ADHOPE4", "ADREST2", "ADREST4", "ADSAD2", "ADSAD4", "ADEFRT2", "ADEFRT4", "ADWRTH2", "ADWRTH4", "K6SUM2", "K6SUM4", "ADINTR2", "ADINTR4", "ADDPRS2", "ADDPRS4", "PHQ22", "PHQ24", "ADINSA4", "ADINSB4", "ADRISK4", "ADOVER4", "ADILCR4", "ADILWW4", "ADRTCR4", "ADRTWW4", "ADAPPT4", "ADHECR4", "ADINST4", "ADEZUN4", "ADTLHW4", "ADFFRM4", "ADFHLP4", "ADEXPL4", "ADLIST4", "ADRESP4", "ADPRTM4", "ADSMOK4", "ADNSMK4", "ADSPCL4", "ADSNSP4", "ADSLEEP2", "ADDAYEXER2", "ADMINSEXER2", "ADASKALC2", "ADNUMDRK2", "ADRNK42_M20", "ADRNK52_M20", "ADOFTALC2", "ADSTAL2", "ADMNTRT2", "ADUNABTRT2", "ADPROBTRT2", "ADTRTEXP2", "ADLATERENT2", "ADLATEUTIL2", "ADMISSCCLN2", "ADDEBT2", "ADUNEXPEXP2", "ADBRTC2", "ADMDVT2", "ADFLST2", "ADWGHD2", "ADWTAD2", "ADTBAC2", "ADOFTB2", "ADQTTB2", "ADQTMD2", "ADQTHP2", "ADMOOD2", "ADBPCK2", "ADCHLC2", "ADPNEU2", "ADSHNG2", "ADNOAP2", "ADDSCU2", "ADCOLN2", "ADCLNS2", "ADSGMD2", "ADBLDS2", "ADPROS2", "ADPSAG2", "ADUTRM2", "ADPAP2", "ADPAPG2", "ADOSTP2", "ADBNDN2", "ADBRST2", "ADMMGR2", "VPCS2", "VPCS4", "VMCS2", "VMCS4", "VRFLAG2", "VRFLAG4", "ADCMPM2", "ADCMPM4", "ADCMPY2", "ADCMPY4", "ADLANG2", "ADLANG4", "ADBMI2", "DCSELIY1", "DSDIA3", "DSA1C3", "DSFTY0R3", "DSFTY1R3", "DSFTY2R3", "DSFBY0R3", "DSFTNV3", "DSEYY0R3", "DSEYY1R3", "DSEYY2R3", "DSEBY0R3", "DSEYNV3", "DSCHY0R3", "DSCHY1R3", "DSCHY2R3", "DSCBY0R3", "DSCHNV3", "DSFLY0R3", "DSFLY1R3", "DSFLY2R3", "DSVBY0R3", "DSFLNV3", "DSKIDN3", "DSEYPR3", "DSDIET3", "DSMED3", "DSINSU3", "DSCPCP3", "DSCNPC3", "DSCPHN3", "DSCINT3", "DSCGRP3", "DSCONF3", "DSPRX3", "DDNWRKY1", "DDNWRKY2", "OTHDYSY1", "OTHDYSY2", "OTHNDDY1", "OTHNDDY2", "ACCELI2", "ACCELI4", "HAVEUS2", "HAVEUS4", "PRACTP2", "PRACTP4", "YNOUSC2_M18", "YNOUSC4_M18", "PROVTY2_M18", "PROVTY4_M18", "PLCTYP2", "PLCTYP4", "TMTKUS2", "TMTKUS4", "TYPEPE2", "TYPEPE4", "LOCATN2", "LOCATN4", "HSPLAP2", "HSPLAP4", "WHITPR2", "WHITPR4", "BLCKPR2", "BLCKPR4", "ASIANP2", "ASIANP4", "NATAMP2", "NATAMP4", "PACISP2", "PACISP4", "OTHRCP2", "OTHRCP4", "PROVSEX2", "PROVSEX4", "PHNREG2", "PHNREG4", "OFFHOU2", "OFFHOU4", "AFTHOU2", "AFTHOU4", "TREATM2", "TREATM4", "DECIDE2", "DECIDE4", "EXPLOP2", "EXPLOP4", "PRVSPK2", "PRVSPK4", "DLAYCA2", "DLAYCA4", "AFRDCA2", "AFRDCA4", "DLAYDN2", "DLAYDN4", "AFRDDN2", "AFRDDN4", "DLAYPM2", "DLAYPM4", "AFRDPM2", "AFRDPM4", "EMPST1", "EMPST2", "EMPST3", "EMPST4", "EMPST5", "RNDFLG1", "RNDFLG3", "MORJOB1", "MORJOB2", "MORJOB3", "MORJOB4", "MORJOB5", "EVRWRKY1", "EVRWRKY2", "HRWG1X", "HRWG2X", "HRWG3X", "HRWG4X", "HRWG5X", "HRWGIM1", "HRWGIM2", "HRWGIM3", "HRWGIM4", "HRWGIM5", "HRHOW1", "HRHOW2", "HRHOW3", "HRHOW4", "HRHOW5", "DIFFWG2", "DIFFWG3", "DIFFWG4", "DIFFWG5", "NHRWGRND3", "NHRWGRND4", "NHRWGRND5", "NHRWG2", "NHRWG3", "NHRWG3_M23", "NHRWG4_M23", "NHRWG5_M23", "HOUR1", "HOUR2", "HOUR3", "HOUR4", "HOUR5", "TEMPJB1", "TEMPJB2", "TEMPJB3", "TEMPJB4", "TEMPJB5", "SSNLJB1", "SSNLJB2", "SSNLJB3", "SSNLJB4", "SSNLJB5", "SELFCM1", "SELFCM2", "SELFCM3", "SELFCM4", "SELFCM5", "DISVW1X", "DISVW2X", "DISVW3X", "DISVW4X", "DISVW5X", "CHOIC1", "CHOIC2", "CHOIC3", "CHOIC4", "CHOIC5", "INDCAT1", "INDCAT2", "INDCAT3", "INDCAT3_17", "INDCAT4_17", "INDCAT5_17", "NUMEMP1", "NUMEMP2", "NUMEMP3", "NUMEMP4", "NUMEMP5", "MORE1", "MORE2", "MORE3", "MORE4", "MORE5", "UNION1", "UNION2", "UNION3", "UNION4", "UNION5", "NWK1", "NWK2", "NWK3", "NWK4", "NWK5", "CHGJ12", "CHGJ23", "CHGJ34", "CHGJ45", "YCHJ12", "YCHJ23", "YCHJ34", "YCHJ45", "STJBMM1", "STJBMM2", "STJBMM3", "STJBMM4", "STJBMM5", "STJBYY1", "STJBYY2", "STJBYY3", "STJBYY4", "STJBYY5", "EVRETIY1", "EVRETIY2", "OCCCAT1", "OCCCAT2", "OCCCAT3", "OCCCAT3_18", "OCCCAT4_18", "OCCCAT5_18", "PAYVAC1", "PAYVAC2", "PAYVAC3", "PAYVAC4", "PAYVAC5", "SICPAY1", "SICPAY2", "SICPAY3", "SICPAY4", "SICPAY5", "PAYDR1", "PAYDR2", "PAYDR3", "PAYDR4", "PAYDR5", "RETPLN1", "RETPLN2", "RETPLN3", "RETPLN4", "RETPLN5", "BSNTY1", "BSNTY2", "BSNTY3", "BSNTY4", "BSNTY5", "JOBORG1", "JOBORG2", "JOBORG3", "JOBORG4", "JOBORG5", "HELD1X", "HELD2X", "HELD3X", "HELD4X", "HELD5X", "OFFER1X", "OFFER2X", "OFFER3X", "OFFER4X", "OFFER5X", "OFREMP1", "OFREMP2", "OFREMP3", "OFREMP4", "OFREMP5", "EMPST1H", "EMPST2H", "EMPST3H", "EMPST4H", "EMPST5H", "SLFCM1H", "SLFCM2H", "SLFCM3H", "SLFCM4H", "SLFCM5H", "NMEMP1H", "NMEMP2H", "NMEMP3H", "NMEMP4H", "NMEMP5H", "MORE1H", "MORE2H", "MORE3H", "MORE4H", "MORE5H", "INDCT1H", "INDCT2H", "INDCT3H", "INDCT3H_17", "INDCT4H_17", "INDCT5H_17", "OCCCT1H", "OCCCT2H", "OCCCT3H", "OCCCT3H_18", "OCCCT4H_18", "OCCCT5H_18", "HOUR1H", "HOUR2H", "HOUR3H", "HOUR4H", "HOUR5H", "JBORG1H", "JBORG2H", "JBORG3H", "JBORG4H", "JBORG5H", "UNION1H", "UNION2H", "UNION3H", "UNION4H", "UNION5H", "BSNTY1H", "BSNTY2H", "BSNTY3H", "BSNTY4H", "BSNTY5H", "HRWG1H", "HRWG2H", "HRWG3H", "HRWG4H", "HRWG5H", "CMJHLD1", "CMJHLD2", "CMJHLD3", "CMJHLD4", "CMJHLD5", "OFFER1H", "OFFER2H", "OFFER3H", "OFFER4H", "OFFER5H", "OFEMP1H", "OFEMP2H", "OFEMP3H", "OFEMP4H", "OFEMP5H", "PYVAC1H", "PYVAC2H", "PYVAC3H", "PYVAC4H", "PYVAC5H", "SCPAY1H", "SCPAY2H", "SCPAY3H", "SCPAY4H", "SCPAY5H", "PAYDR1H", "PAYDR2H", "PAYDR3H", "PAYDR4H", "PAYDR5H", "RTPLN1H", "RTPLN2H", "RTPLN3H", "RTPLN4H", "RTPLN5H", "FILEDRY1", "FILEDRY2", "WILFILY1", "WILFILY2", "FLSTATY1", "FLSTATY2", "FILERY1", "FILERY2", "JTINRUY1", "JTINRUY2", "JNTPIDY1", "JNTPIDY2", "TAXFRMY1", "TAXFRMY2", "FOODSTY1", "FOODSTY2", "FOODMNY1", "FOODMNY2", "FOODVLY1", "FOODVLY2", "TTLPY1X", "TTLPY2X", "FAMINCY1", "FAMINCY2", "POVCATY1", "POVCATY2", "POVLEVY1", "POVLEVY2", "WAGEPY1X", "WAGEPY2X", "WAGIMPY1", "WAGIMPY2", "BUSNPY1X", "BUSNPY2X", "BUSIMPY1", "BUSIMPY2", "UNEMPY1X", "UNEMPY2X", "UNEIMPY1", "UNEIMPY2", "WCMPPY1X", "WCMPPY2X", "WCPIMPY1", "WCPIMPY2", "INTRPY1X", "INTRPY2X", "INTIMPY1", "INTIMPY2", "DIVDPY1X", "DIVDPY2X", "DIVIMPY1", "DIVIMPY2", "SALEPY1X", "SALEPY2X", "SALIMPY1", "SALIMPY2", "PENSPY1X", "PENSPY2X", "PENIMPY1", "PENIMPY2", "SSECPY1X", "SSECPY2X", "SSCIMPY1", "SSCIMPY2", "TRSTPY1X", "TRSTPY2X", "TRTIMPY1", "TRTIMPY2", "VETSPY1X", "VETSPY2X", "VETIMPY1", "VETIMPY2", "IRASPY1X", "IRASPY2X", "IRAIMPY1", "IRAIMPY2", "ALIMPY1X", "ALIMPY2X", "ALIIMPY1", "ALIIMPY2", "CHLDPY1X", "CHLDPY2X", "CHLIMPY1", "CHLIMPY2", "CASHPY1X", "CASHPY2X", "CSHIMPY1", "CSHIMPY2", "SSIPY1X", "SSIPY2X", "SSIIMPY1", "SSIIMPY2", "PUBPY1X", "PUBPY2X", "PUBIMPY1", "PUBIMPY2", "OTHRPY1X", "OTHRPY2X", "OTHIMPY1", "OTHIMPY2", "HIEUIDY1", "HIEUIDY2", "TRIJAY1X", "TRIJAY2X", "TRIFEY1X", "TRIFEY2X", "TRIMAY1X", "TRIMAY2X", "TRIAPY1X", "TRIAPY2X", "TRIMYY1X", "TRIMYY2X", "TRIJUY1X", "TRIJUY2X", "TRIJLY1X", "TRIJLY2X", "TRIAUY1X", "TRIAUY2X", "TRISEY1X", "TRISEY2X", "TRIOCY1X", "TRIOCY2X", "TRINOY1X", "TRINOY2X", "TRIDEY1X", "TRIDEY2X", "MCRJAY1", "MCRJAY2", "MCRFEY1", "MCRFEY2", "MCRMAY1", "MCRMAY2", "MCRAPY1", "MCRAPY2", "MCRMYY1", "MCRMYY2", "MCRJUY1", "MCRJUY2", "MCRJLY1", "MCRJLY2", "MCRAUY1", "MCRAUY2", "MCRSEY1", "MCRSEY2", "MCROCY1", "MCROCY2", "MCRNOY1", "MCRNOY2", "MCRDEY1", "MCRDEY2", "MCRJAY1X", "MCRJAY2X", "MCRFEY1X", "MCRFEY2X", "MCRMAY1X", "MCRMAY2X", "MCRAPY1X", "MCRAPY2X", "MCRMYY1X", "MCRMYY2X", "MCRJUY1X", "MCRJUY2X", "MCRJLY1X", "MCRJLY2X", "MCRAUY1X", "MCRAUY2X", "MCRSEY1X", "MCRSEY2X", "MCROCY1X", "MCROCY2X", "MCRNOY1X", "MCRNOY2X", "MCRDEY1X", "MCRDEY2X", "MCDJAY1", "MCDJAY2", "MCDFEY1", "MCDFEY2", "MCDMAY1", "MCDMAY2", "MCDAPY1", "MCDAPY2", "MCDMYY1", "MCDMYY2", "MCDJUY1", "MCDJUY2", "MCDJLY1", "MCDJLY2", "MCDAUY1", "MCDAUY2", "MCDSEY1", "MCDSEY2", "MCDOCY1", "MCDOCY2", "MCDNOY1", "MCDNOY2", "MCDDEY1", "MCDDEY2", "MCDJAY1X", "MCDJAY2X", "MCDFEY1X", "MCDFEY2X", "MCDMAY1X", "MCDMAY2X", "MCDAPY1X", "MCDAPY2X", "MCDMYY1X", "MCDMYY2X", "MCDJUY1X", "MCDJUY2X", "MCDJLY1X", "MCDJLY2X", "MCDAUY1X", "MCDAUY2X", "MCDSEY1X", "MCDSEY2X", "MCDOCY1X", "MCDOCY2X", "MCDNOY1X", "MCDNOY2X", "MCDDEY1X", "MCDDEY2X", "GVAJAY1", "GVAJAY2", "GVAFEY1", "GVAFEY2", "GVAMAY1", "GVAMAY2", "GVAAPY1", "GVAAPY2", "GVAMYY1", "GVAMYY2", "GVAJUY1", "GVAJUY2", "GVAJLY1", "GVAJLY2", "GVAAUY1", "GVAAUY2", "GVASEY1", "GVASEY2", "GVAOCY1", "GVAOCY2", "GVANOY1", "GVANOY2", "GVADEY1", "GVADEY2", "GVBJAY1", "GVBJAY2", "GVBFEY1", "GVBFEY2", "GVBMAY1", "GVBMAY2", "GVBAPY1", "GVBAPY2", "GVBMYY1", "GVBMYY2", "GVBJUY1", "GVBJUY2", "GVBJLY1", "GVBJLY2", "GVBAUY1", "GVBAUY2", "GVBSEY1", "GVBSEY2", "GVBOCY1", "GVBOCY2", "GVBNOY1", "GVBNOY2", "GVBDEY1", "GVBDEY2", "GVCJAY1", "GVCJAY2", "GVCFEY1", "GVCFEY2", "GVCMAY1", "GVCMAY2", "GVCAPY1", "GVCAPY2", "GVCMYY1", "GVCMYY2", "GVCJUY1", "GVCJUY2", "GVCJLY1", "GVCJLY2", "GVCAUY1", "GVCAUY2", "GVCSEY1", "GVCSEY2", "GVCOCY1", "GVCOCY2", "GVCNOY1", "GVCNOY2", "GVCDEY1", "GVCDEY2", "VAPJAY1", "VAPJAY2", "VAPFEY1", "VAPFEY2", "VAPMAY1", "VAPMAY2", "VAPAPY1", "VAPAPY2", "VAPMYY1", "VAPMYY2", "VAPJUY1", "VAPJUY2", "VAPJLY1", "VAPJLY2", "VAPAUY1", "VAPAUY2", "VAPSEY1", "VAPSEY2", "VAPOCY1", "VAPOCY2", "VAPNOY1", "VAPNOY2", "VAPDEY1", "VAPDEY2", "IHSJAY1", "IHSJAY2", "IHSFEY1", "IHSFEY2", "IHSMAY1", "IHSMAY2", "IHSAPY1", "IHSAPY2", "IHSMYY1", "IHSMYY2", "IHSJUY1", "IHSJUY2", "IHSJLY1", "IHSJLY2", "IHSAUY1", "IHSAUY2", "IHSSEY1", "IHSSEY2", "IHSOCY1", "IHSOCY2", "IHSNOY1", "IHSNOY2", "IHSDEY1", "IHSDEY2", "PUBJAY1X", "PUBJAY2X", "PUBFEY1X", "PUBFEY2X", "PUBMAY1X", "PUBMAY2X", "PUBAPY1X", "PUBAPY2X", "PUBMYY1X", "PUBMYY2X", "PUBJUY1X", "PUBJUY2X", "PUBJLY1X", "PUBJLY2X", "PUBAUY1X", "PUBAUY2X", "PUBSEY1X", "PUBSEY2X", "PUBOCY1X", "PUBOCY2X", "PUBNOY1X", "PUBNOY2X", "PUBDEY1X", "PUBDEY2X", "PEGJAY1", "PEGJAY2", "PEGFEY1", "PEGFEY2", "PEGMAY1", "PEGMAY2", "PEGAPY1", "PEGAPY2", "PEGMYY1", "PEGMYY2", "PEGJUY1", "PEGJUY2", "PEGJLY1", "PEGJLY2", "PEGAUY1", "PEGAUY2", "PEGSEY1", "PEGSEY2", "PEGOCY1", "PEGOCY2", "PEGNOY1", "PEGNOY2", "PEGDEY1", "PEGDEY2", "PDKJAY1", "PDKJAY2", "PDKFEY1", "PDKFEY2", "PDKMAY1", "PDKMAY2", "PDKAPY1", "PDKAPY2", "PDKMYY1", "PDKMYY2", "PDKJUY1", "PDKJUY2", "PDKJLY1", "PDKJLY2", "PDKAUY1", "PDKAUY2", "PDKSEY1", "PDKSEY2", "PDKOCY1", "PDKOCY2", "PDKNOY1", "PDKNOY2", "PDKDEY1", "PDKDEY2", "PNGJAY1", "PNGJAY2", "PNGFEY1", "PNGFEY2", "PNGMAY1", "PNGMAY2", "PNGAPY1", "PNGAPY2", "PNGMYY1", "PNGMYY2", "PNGJUY1", "PNGJUY2", "PNGJLY1", "PNGJLY2", "PNGAUY1", "PNGAUY2", "PNGSEY1", "PNGSEY2", "PNGOCY1", "PNGOCY2", "PNGNOY1", "PNGNOY2", "PNGDEY1", "PNGDEY2", "POGJAY1", "POGJAY2", "POGFEY1", "POGFEY2", "POGMAY1", "POGMAY2", "POGAPY1", "POGAPY2", "POGMYY1", "POGMYY2", "POGJUY1", "POGJUY2", "POGJLY1", "POGJLY2", "POGAUY1", "POGAUY2", "POGSEY1", "POGSEY2", "POGOCY1", "POGOCY2", "POGNOY1", "POGNOY2", "POGDEY1", "POGDEY2", "POEJAY1", "POEJAY2", "POEFEY1", "POEFEY2", "POEMAY1", "POEMAY2", "POEAPY1", "POEAPY2", "POEMYY1", "POEMYY2", "POEJUY1", "POEJUY2", "POEJLY1", "POEJLY2", "POEAUY1", "POEAUY2", "POESEY1", "POESEY2", "POEOCY1", "POEOCY2", "POENOY1", "POENOY2", "POEDEY1", "POEDEY2", "PNEJAY1", "PNEJAY2", "PNEFEY1", "PNEFEY2", "PNEMAY1", "PNEMAY2", "PNEAPY1", "PNEAPY2", "PNEMYY1", "PNEMYY2", "PNEJUY1", "PNEJUY2", "PNEJLY1", "PNEJLY2", "PNEAUY1", "PNEAUY2", "PNESEY1", "PNESEY2", "PNEOCY1", "PNEOCY2", "PNENOY1", "PNENOY2", "PNEDEY1", "PNEDEY2", "PRXJAY1", "PRXJAY2", "PRXFEY1", "PRXFEY2", "PRXMAY1", "PRXMAY2", "PRXAPY1", "PRXAPY2", "PRXMYY1", "PRXMYY2", "PRXJUY1", "PRXJUY2", "PRXJLY1", "PRXJLY2", "PRXAUY1", "PRXAUY2", "PRXSEY1", "PRXSEY2", "PRXOCY1", "PRXOCY2", "PRXNOY1", "PRXNOY2", "PRXDEY1", "PRXDEY2", "PRIJAY1", "PRIJAY2", "PRIFEY1", "PRIFEY2", "PRIMAY1", "PRIMAY2", "PRIAPY1", "PRIAPY2", "PRIMYY1", "PRIMYY2", "PRIJUY1", "PRIJUY2", "PRIJLY1", "PRIJLY2", "PRIAUY1", "PRIAUY2", "PRISEY1", "PRISEY2", "PRIOCY1", "PRIOCY2", "PRINOY1", "PRINOY2", "PRIDEY1", "PRIDEY2", "HPEJAY1", "HPEJAY2", "HPEFEY1", "HPEFEY2", "HPEMAY1", "HPEMAY2", "HPEAPY1", "HPEAPY2", "HPEMYY1", "HPEMYY2", "HPEJUY1", "HPEJUY2", "HPEJLY1", "HPEJLY2", "HPEAUY1", "HPEAUY2", "HPESEY1", "HPESEY2", "HPEOCY1", "HPEOCY2", "HPENOY1", "HPENOY2", "HPEDEY1", "HPEDEY2", "HPDJAY1", "HPDJAY2", "HPDFEY1", "HPDFEY2", "HPDMAY1", "HPDMAY2", "HPDAPY1", "HPDAPY2", "HPDMYY1", "HPDMYY2", "HPDJUY1", "HPDJUY2", "HPDJLY1", "HPDJLY2", "HPDAUY1", "HPDAUY2", "HPDSEY1", "HPDSEY2", "HPDOCY1", "HPDOCY2", "HPDNOY1", "HPDNOY2", "HPDDEY1", "HPDDEY2", "HPNJAY1", "HPNJAY2", "HPNFEY1", "HPNFEY2", "HPNMAY1", "HPNMAY2", "HPNAPY1", "HPNAPY2", "HPNMYY1", "HPNMYY2", "HPNJUY1", "HPNJUY2", "HPNJLY1", "HPNJLY2", "HPNAUY1", "HPNAUY2", "HPNSEY1", "HPNSEY2", "HPNOCY1", "HPNOCY2", "HPNNOY1", "HPNNOY2", "HPNDEY1", "HPNDEY2", "HPOJAY1", "HPOJAY2", "HPOFEY1", "HPOFEY2", "HPOMAY1", "HPOMAY2", "HPOAPY1", "HPOAPY2", "HPOMYY1", "HPOMYY2", "HPOJUY1", "HPOJUY2", "HPOJLY1", "HPOJLY2", "HPOAUY1", "HPOAUY2", "HPOSEY1", "HPOSEY2", "HPOOCY1", "HPOOCY2", "HPONOY1", "HPONOY2", "HPODEY1", "HPODEY2", "HPXJAY1", "HPXJAY2", "HPXFEY1", "HPXFEY2", "HPXMAY1", "HPXMAY2", "HPXAPY1", "HPXAPY2", "HPXMYY1", "HPXMYY2", "HPXJUY1", "HPXJUY2", "HPXJLY1", "HPXJLY2", "HPXAUY1", "HPXAUY2", "HPXSEY1", "HPXSEY2", "HPXOCY1", "HPXOCY2", "HPXNOY1", "HPXNOY2", "HPXDEY1", "HPXDEY2", "HPRJAY1", "HPRJAY2", "HPRFEY1", "HPRFEY2", "HPRMAY1", "HPRMAY2", "HPRAPY1", "HPRAPY2", "HPRMYY1", "HPRMYY2", "HPRJUY1", "HPRJUY2", "HPRJLY1", "HPRJLY2", "HPRAUY1", "HPRAUY2", "HPRSEY1", "HPRSEY2", "HPROCY1", "HPROCY2", "HPRNOY1", "HPRNOY2", "HPRDEY1", "HPRDEY2", "INSJAY1X", "INSJAY2X", "INSFEY1X", "INSFEY2X", "INSMAY1X", "INSMAY2X", "INSAPY1X", "INSAPY2X", "INSMYY1X", "INSMYY2X", "INSJUY1X", "INSJUY2X", "INSJLY1X", "INSJLY2X", "INSAUY1X", "INSAUY2X", "INSSEY1X", "INSSEY2X", "INSOCY1X", "INSOCY2X", "INSNOY1X", "INSNOY2X", "INSDEY1X", "INSDEY2X", "PRVEVY1", "PRVEVY2", "TRIEVY1", "TRIEVY2", "MCREVY1", "MCREVY2", "MCDEVY1", "MCDEVY2", "VAEVY1", "VAEVY2", "GVAEVY1", "GVAEVY2", "GVBEVY1", "GVBEVY2", "GVCEVY1", "GVCEVY2", "UNINSY1", "UNINSY2", "INSCOVY1", "INSCOVY2", "INSURCY1", "INSURCY2", "TRICH1X", "TRICH2X", "TRICH3X", "TRICH4X", "TRICHY1X", "TRICHY2X", "TRI1X", "TRI2X", "TRI3X", "TRI4X", "TRIY1X", "TRIY2X", "MCRPHD3", "MCRPHD4", "MCRPHDY1", "MCRPHDY2", "MCRPD1", "MCRPD2", "MCRPD3", "MCRPD4", "MCRPDY1", "MCRPDY2", "MCRPD1X", "MCRPD2X", "MCRPD3X", "MCRPD4X", "MCRPDY1X", "MCRPDY2X", "MCRPHO1", "MCRPHO2", "MCRPHO3", "MCRPHO4", "MCRPHOY1", "MCRPHOY2", "MCDHMO1", "MCDHMO2", "MCDHMO3", "MCDHMO4", "MCDHMOY1", "MCDHMOY2", "MCDMC1", "MCDMC2", "MCDMC3", "MCDMC4", "MCDMCY1", "MCDMCY2", "PRVHMO1", "PRVHMO2", "PRVHMO3_M23", "PRVHMO4_M23", "PRVHMOY1", "PRVHMOY2_M23", "FSAGT1", "FSAGT3", "HASFSA1", "HASFSA3", "PFSAMT1", "PFSAMT3", "PREVCOVR", "MORECOVR", "TRICR1X", "TRICR2X", "TRICR3X", "TRICR4X", "TRICR5X", "TRICRY1X", "TRICRY2X", "TRIAT1X", "TRIAT2X", "TRIAT3X", "TRIAT4X", "TRIAT5X", "TRIATY1X", "TRIATY2X", "MCAID1", "MCAID2", "MCAID3", "MCAID4", "MCAID5", "MCAIDY1", "MCAIDY2", "MCAID1X", "MCAID2X", "MCAID3X", "MCAID4X", "MCAID5X", "MCAIDY1X", "MCAIDY2X", "MCARE1", "MCARE2", "MCARE3", "MCARE4", "MCARE5", "MCAREY1", "MCAREY2", "MCARE1X", "MCARE2X", "MCARE3X", "MCARE4X", "MCARE5X", "MCAREY1X", "MCAREY2X", "MCDAT1X", "MCDAT2X", "MCDAT3X", "MCDAT4X", "MCDAT5X", "MCDATY1X", "MCDATY2X", "GOVTA1", "GOVTA2", "GOVTA3", "GOVTA4", "GOVTA5", "GOVTAY1", "GOVTAY2", "GOVAAT1", "GOVAAT2", "GOVAAT3", "GOVAAT4", "GOVAAT5", "GOVAATY1", "GOVAATY2", "GOVTB1", "GOVTB2", "GOVTB3", "GOVTB4", "GOVTB5", "GOVTBY1", "GOVTBY2", "GOVBAT1", "GOVBAT2", "GOVBAT3", "GOVBAT4", "GOVBAT5", "GOVBATY1", "GOVBATY2", "GOVTC1", "GOVTC2", "GOVTC3", "GOVTC4", "GOVTC5", "GOVTCY1", "GOVTCY2", "GOVCAT1", "GOVCAT2", "GOVCAT3", "GOVCAT4", "GOVCAT5", "GOVCATY1", "GOVCATY2", "VAPROG1", "VAPROG2", "VAPROG3", "VAPROG4", "VAPROG5", "VAPROGY1", "VAPROGY2", "VAPRAT1", "VAPRAT2", "VAPRAT3", "VAPRAT4", "VAPRAT5", "VAPRATY1", "VAPRATY2", "IHS1", "IHS2", "IHS3", "IHS4", "IHS5", "IHSY1", "IHSY2", "IHSAT1", "IHSAT2", "IHSAT3", "IHSAT4", "IHSAT5", "IHSATY1", "IHSATY2", "PRIDK1", "PRIDK2", "PRIDK3", "PRIDK4", "PRIDK5", "PRIDKY1", "PRIDKY2", "PRIEU1", "PRIEU2", "PRIEU3", "PRIEU4", "PRIEU5", "PRIEUY1", "PRIEUY2", "PRING1", "PRING2", "PRING3", "PRING4", "PRING5", "PRINGY1", "PRINGY2", "PRIOG1", "PRIOG2", "PRIOG3", "PRIOG4", "PRIOG5", "PRIOGY1", "PRIOGY2", "PRINEO1", "PRINEO2", "PRINEO3", "PRINEO4", "PRINEO5", "PRINEOY1", "PRINEOY2", "PRIEUO1", "PRIEUO2", "PRIEUO3", "PRIEUO4", "PRIEUO5", "PRIEUOY1", "PRIEUOY2", "PRSTX1", "PRSTX2", "PRSTX3", "PRSTX4", "PRSTX5", "PRSTXY1", "PRSTXY2", "PRIV1", "PRIV2", "PRIV3", "PRIV4", "PRIV5", "PRIVY1", "PRIVY2", "PRIVAT1", "PRIVAT2", "PRIVAT3", "PRIVAT4", "PRIVAT5", "PRIVATY1", "PRIVATY2", "PUB1X", "PUB2X", "PUB3X", "PUB4X", "PUB5X", "PUBY1X", "PUBY2X", "PUBAT1X", "PUBAT2X", "PUBAT3X", "PUBAT4X", "PUBAT5X", "PUBATY1X", "PUBATY2X", "VERFLG1", "VERFLG2", "VERFLG3", "VERFLG4", "VERFLGY1", "VERFLGY2", "INS1X", "INS2X", "INS3X", "INS4X", "INS5X", "INSY1X", "INSY2X", "INSAT1X", "INSAT2X", "INSAT3X", "INSAT4X", "INSAT5X", "INSATY1X", "INSATY2X", "DENTIN1", "DENTIN2", "DENTIN3_M23", "DENTIN4_M23", "DENTIN5_M23", "DNTINS1", "DNTINS3_M23", "DNTINSY1_M23", "DNTINSY2_M23", "PMEDIN1", "PMEDIN2", "PMEDIN3", "PMEDIN4", "PMEDIN5", "PMDINS1", "PMDINS3", "PMDINSY1", "PMDINSY2", "PROBPY2", "PROBPY4", "CRFMPY2", "CRFMPY4", "PYUNBL2", "PYUNBL4", "PMEDUP1", "PMEDUP2", "PMEDUP3", "PMEDUP4", "PMEDUP5", "PMEDPY1", "PMEDPY2", "PMEDPY3", "PMEDPY4", "PMEDPY5", "TOTTCHY1", "TOTTCHY2", "TOTEXPY1", "TOTEXPY2", "TOTSLFY1", "TOTSLFY2", "TOTMCRY1", "TOTMCRY2", "TOTMCDY1", "TOTMCDY2", "TOTPRVY1", "TOTPRVY2", "TOTVAY1", "TOTVAY2", "TOTTRIY1", "TOTTRIY2", "TOTOFDY1", "TOTOFDY2", "TOTSTLY1", "TOTSTLY2", "TOTWCPY1", "TOTWCPY2", "TOTOSRY1", "TOTOSRY2", "TOTPTRY1", "TOTPTRY2", "TOTOTHY1", "TOTOTHY2", "OBTOTVY1", "OBTOTVY2", "OBVTCHY1", "OBVTCHY2", "OBVEXPY1", "OBVEXPY2", "OBVSLFY1", "OBVSLFY2", "OBVMCRY1", "OBVMCRY2", "OBVMCDY1", "OBVMCDY2", "OBVPRVY1", "OBVPRVY2", "OBVVAY1", "OBVVAY2", "OBVTRIY1", "OBVTRIY2", "OBVOFDY1", "OBVOFDY2", "OBVSTLY1", "OBVSTLY2", "OBVWCPY1", "OBVWCPY2", "OBVOSRY1", "OBVOSRY2", "OBVPTRY1", "OBVPTRY2", "OBVOTHY1", "OBVOTHY2", "OBDRVY1", "OBDRVY2", "OBDTCHY1", "OBDTCHY2", "OBDEXPY1", "OBDEXPY2", "OBDSLFY1", "OBDSLFY2", "OBDMCRY1", "OBDMCRY2", "OBDMCDY1", "OBDMCDY2", "OBDPRVY1", "OBDPRVY2", "OBDVAY1", "OBDVAY2", "OBDTRIY1", "OBDTRIY2", "OBDOFDY1", "OBDOFDY2", "OBDSTLY1", "OBDSTLY2", "OBDWCPY1", "OBDWCPY2", "OBDOSRY1", "OBDOSRY2", "OBDPTRY1", "OBDPTRY2", "OBDOTHY1", "OBDOTHY2", "OPTOTVY1", "OPTOTVY2", "OPTTCHY1", "OPTTCHY2", "OPTEXPY1", "OPTEXPY2", "OPTSLFY1", "OPTSLFY2", "OPTMCRY1", "OPTMCRY2", "OPTMCDY1", "OPTMCDY2", "OPTPRVY1", "OPTPRVY2", "OPTVAY1", "OPTVAY2", "OPTTRIY1", "OPTTRIY2", "OPTOFDY1", "OPTOFDY2", "OPTSTLY1", "OPTSTLY2", "OPTWCPY1", "OPTWCPY2", "OPTOSRY1", "OPTOSRY2", "OPTPTRY1", "OPTPTRY2", "OPTOTHY1", "OPTOTHY2", "OPFTCHY1", "OPFTCHY2", "OPFEXPY1", "OPFEXPY2", "OPFSLFY1", "OPFSLFY2", "OPFMCRY1", "OPFMCRY2", "OPFMCDY1", "OPFMCDY2", "OPFPRVY1", "OPFPRVY2", "OPFVAY1", "OPFVAY2", "OPFTRIY1", "OPFTRIY2", "OPFOFDY1", "OPFOFDY2", "OPFSTLY1", "OPFSTLY2", "OPFWCPY1", "OPFWCPY2", "OPFOSRY1", "OPFOSRY2", "OPFPTRY1", "OPFPTRY2", "OPFOTHY1", "OPFOTHY2", "OPDEXPY1", "OPDEXPY2", "OPDTCHY1", "OPDTCHY2", "OPDSLFY1", "OPDSLFY2", "OPDMCRY1", "OPDMCRY2", "OPDMCDY1", "OPDMCDY2", "OPDPRVY1", "OPDPRVY2", "OPDVAY1", "OPDVAY2", "OPDTRIY1", "OPDTRIY2", "OPDOFDY1", "OPDOFDY2", "OPDSTLY1", "OPDSTLY2", "OPDWCPY1", "OPDWCPY2", "OPDOSRY1", "OPDOSRY2", "OPDPTRY1", "OPDPTRY2", "OPDOTHY1", "OPDOTHY2", "OPDRVY1", "OPDRVY2", "OPVTCHY1", "OPVTCHY2", "OPVEXPY1", "OPVEXPY2", "OPVSLFY1", "OPVSLFY2", "OPVMCRY1", "OPVMCRY2", "OPVMCDY1", "OPVMCDY2", "OPVPRVY1", "OPVPRVY2", "OPVVAY1", "OPVVAY2", "OPVTRIY1", "OPVTRIY2", "OPVOFDY1", "OPVOFDY2", "OPVSTLY1", "OPVSTLY2", "OPVWCPY1", "OPVWCPY2", "OPVOSRY1", "OPVOSRY2", "OPVPTRY1", "OPVPTRY2", "OPVOTHY1", "OPVOTHY2", "OPSEXPY1", "OPSEXPY2", "OPSTCHY1", "OPSTCHY2", "OPSSLFY1", "OPSSLFY2", "OPSMCRY1", "OPSMCRY2", "OPSMCDY1", "OPSMCDY2", "OPSPRVY1", "OPSPRVY2", "OPSVAY1", "OPSVAY2", "OPSTRIY1", "OPSTRIY2", "OPSOFDY1", "OPSOFDY2", "OPSSTLY1", "OPSSTLY2", "OPSWCPY1", "OPSWCPY2", "OPSOSRY1", "OPSOSRY2", "OPSPTRY1", "OPSPTRY2", "OPSOTHY1", "OPSOTHY2", "ERTOTY1", "ERTOTY2", "ERTTCHY1", "ERTTCHY2", "ERTEXPY1", "ERTEXPY2", "ERTSLFY1", "ERTSLFY2", "ERTMCRY1", "ERTMCRY2", "ERTMCDY1", "ERTMCDY2", "ERTPRVY1", "ERTPRVY2", "ERTVAY1", "ERTVAY2", "ERTTRIY1", "ERTTRIY2", "ERTOFDY1", "ERTOFDY2", "ERTSTLY1", "ERTSTLY2", "ERTWCPY1", "ERTWCPY2", "ERTOSRY1", "ERTOSRY2", "ERTPTRY1", "ERTPTRY2", "ERTOTHY1", "ERTOTHY2", "ERFTCHY1", "ERFTCHY2", "ERFEXPY1", "ERFEXPY2", "ERFSLFY1", "ERFSLFY2", "ERFMCRY1", "ERFMCRY2", "ERFMCDY1", "ERFMCDY2", "ERFPRVY1", "ERFPRVY2", "ERFVAY1", "ERFVAY2", "ERFTRIY1", "ERFTRIY2", "ERFOFDY1", "ERFOFDY2", "ERFSTLY1", "ERFSTLY2", "ERFWCPY1", "ERFWCPY2", "ERFOSRY1", "ERFOSRY2", "ERFPTRY1", "ERFPTRY2", "ERFOTHY1", "ERFOTHY2", "ERDEXPY1", "ERDEXPY2", "ERDTCHY1", "ERDTCHY2", "ERDSLFY1", "ERDSLFY2", "ERDMCRY1", "ERDMCRY2", "ERDMCDY1", "ERDMCDY2", "ERDPRVY1", "ERDPRVY2", "ERDVAY1", "ERDVAY2", "ERDTRIY1", "ERDTRIY2", "ERDOFDY1", "ERDOFDY2", "ERDSTLY1", "ERDSTLY2", "ERDWCPY1", "ERDWCPY2", "ERDOSRY1", "ERDOSRY2", "ERDPTRY1", "ERDPTRY2", "ERDOTHY1", "ERDOTHY2", "IPDISY1", "IPDISY2", "IPTEXPY1", "IPTEXPY2", "IPTTCHY1", "IPTTCHY2", "IPTSLFY1", "IPTSLFY2", "IPTMCRY1", "IPTMCRY2", "IPTMCDY1", "IPTMCDY2", "IPTPRVY1", "IPTPRVY2", "IPTVAY1", "IPTVAY2", "IPTTRIY1", "IPTTRIY2", "IPTOFDY1", "IPTOFDY2", "IPTSTLY1", "IPTSTLY2", "IPTWCPY1", "IPTWCPY2", "IPTOSRY1", "IPTOSRY2", "IPTPTRY1", "IPTPTRY2", "IPTOTHY1", "IPTOTHY2", "IPFEXPY1", "IPFEXPY2", "IPFTCHY1", "IPFTCHY2", "IPFSLFY1", "IPFSLFY2", "IPFMCRY1", "IPFMCRY2", "IPFMCDY1", "IPFMCDY2", "IPFPRVY1", "IPFPRVY2", "IPFVAY1", "IPFVAY2", "IPFTRIY1", "IPFTRIY2", "IPFOFDY1", "IPFOFDY2", "IPFSTLY1", "IPFSTLY2", "IPFWCPY1", "IPFWCPY2", "IPFOSRY1", "IPFOSRY2", "IPFPTRY1", "IPFPTRY2", "IPFOTHY1", "IPFOTHY2", "IPDEXPY1", "IPDEXPY2", "IPDTCHY1", "IPDTCHY2", "IPDSLFY1", "IPDSLFY2", "IPDMCRY1", "IPDMCRY2", "IPDMCDY1", "IPDMCDY2", "IPDPRVY1", "IPDPRVY2", "IPDVAY1", "IPDVAY2", "IPDTRIY1", "IPDTRIY2", "IPDOFDY1", "IPDOFDY2", "IPDSTLY1", "IPDSTLY2", "IPDWCPY1", "IPDWCPY2", "IPDOSRY1", "IPDOSRY2", "IPDPTRY1", "IPDPTRY2", "IPDOTHY1", "IPDOTHY2", "IPNGTDY1", "IPNGTDY2", "DVTOTY1", "DVTOTY2", "DVTTCHY1", "DVTTCHY2", "DVTEXPY1", "DVTEXPY2", "DVTSLFY1", "DVTSLFY2", "DVTMCRY1", "DVTMCRY2", "DVTMCDY1", "DVTMCDY2", "DVTPRVY1", "DVTPRVY2", "DVTVAY1", "DVTVAY2", "DVTTRIY1", "DVTTRIY2", "DVTOFDY1", "DVTOFDY2", "DVTSTLY1", "DVTSTLY2", "DVTWCPY1", "DVTWCPY2", "DVTOSRY1", "DVTOSRY2", "DVTPTRY1", "DVTPTRY2", "DVTOTHY1", "DVTOTHY2", "HHTOTDY1", "HHTOTDY2", "HHAGDY1", "HHAGDY2", "HHATCHY1", "HHATCHY2", "HHAEXPY1", "HHAEXPY2", "HHASLFY1", "HHASLFY2", "HHAMCRY1", "HHAMCRY2", "HHAMCDY1", "HHAMCDY2", "HHAPRVY1", "HHAPRVY2", "HHAVAY1", "HHAVAY2", "HHATRIY1", "HHATRIY2", "HHAOFDY1", "HHAOFDY2", "HHASTLY1", "HHASTLY2", "HHAWCPY1", "HHAWCPY2", "HHAOSRY1", "HHAOSRY2", "HHAPTRY1", "HHAPTRY2", "HHAOTHY1", "HHAOTHY2", "HHINDDY1", "HHINDDY2", "HHNTCHY1", "HHNTCHY2", "HHNEXPY1", "HHNEXPY2", "HHNSLFY1", "HHNSLFY2", "HHNMCDY1", "HHNMCDY2", "HHNMCRY1", "HHNMCRY2", "HHNPRVY1", "HHNPRVY2", "HHNVAY1", "HHNVAY2", "HHNTRIY1", "HHNTRIY2", "HHNOFDY1", "HHNOFDY2", "HHNSTLY1", "HHNSTLY2", "HHNWCPY1", "HHNWCPY2", "HHNOSRY1", "HHNOSRY2", "HHNPTRY1", "HHNPTRY2", "HHNOTHY1", "HHNOTHY2", "HHINFDY1", "HHINFDY2", "VISEXPY1", "VISEXPY2", "VISTCHY1", "VISTCHY2", "VISSLFY1", "VISSLFY2", "VISMCRY1", "VISMCRY2", "VISMCDY1", "VISMCDY2", "VISPRVY1", "VISPRVY2", "VISVAY1", "VISVAY2", "VISTRIY1", "VISTRIY2", "VISOFDY1", "VISOFDY2", "VISSTLY1", "VISSTLY2", "VISWCPY1", "VISWCPY2", "VISOSRY1", "VISOSRY2", "VISPTRY1", "VISPTRY2", "VISOTHY1", "VISOTHY2", "OTHTCHY1", "OTHTCHY2", "OTHEXPY1", "OTHEXPY2", "OTHSLFY1", "OTHSLFY2", "OTHMCRY1", "OTHMCRY2", "OTHMCDY1", "OTHMCDY2", "OTHPRVY1", "OTHPRVY2", "OTHVAY1", "OTHVAY2", "OTHTRIY1", "OTHTRIY2", "OTHOFDY1", "OTHOFDY2", "OTHSTLY1", "OTHSTLY2", "OTHWCPY1", "OTHWCPY2", "OTHOSRY1", "OTHOSRY2", "OTHPTRY1", "OTHPTRY2", "OTHOTHY1", "OTHOTHY2", "RXTOTY1", "RXTOTY2", "RXEXPY1", "RXEXPY2", "RXSLFY1", "RXSLFY2", "RXMCRY1", "RXMCRY2", "RXMCDY1", "RXMCDY2", "RXPRVY1", "RXPRVY2", "RXVAY1", "RXVAY2", "RXTRIY1", "RXTRIY2", "RXOFDY1", "RXOFDY2", "RXSTLY1", "RXSTLY2", "RXWCPY1", "RXWCPY2", "RXOSRY1", "RXOSRY2", "RXPTRY1", "RXPTRY2", "RXOTHY1", "RXOTHY2", "VARPSU", "VARSTR", "LONGWT", "LSAQWT") var_types <- c("n", "n", "c", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "c", "c", "c", "c", "c", "c", "c", "c", "c", "c", "c", "n", "n", "n", "n", "c", "c", "c", "c", "c", "c", "c", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "c", "c", "c", "c", "c", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "c", "c", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n") var_types <- setNames(var_types, var_names) # IMPORT ASCII (.dat) file ---------------------------------------------------- h252 <- read_fwf( meps_path, col_positions = fwf_positions( start = pos_start, end = pos_end, col_names = var_names), col_types = var_types) # OPTIONAL: save as .Rdata file for easier loading ---------------------------- # Run this to save a permanent .Rdata file in the local working directory # # save(h252, file = "h252.Rdata") # ----------------------------------------------------------------------------- # NOTES: # # 1. This program has been tested on R version 3.6.0 # # 2. This program will create a temporary data frame in R called 'h252'. # You must run the 'save' command to permanently save the data to a local # folder # -----------------------------------------------------------------------------