# -----------------------------------------------------------------------------
# R programming statements for h257 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 (h257.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 'h257'.
#  
# 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 h257.dat file.)
#
#           meps_path <- "C:/MEPS/h257.dat"  
#           source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h257/h257ru.txt")
#           head(h257) # 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 h257 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/h257dat.zip"
#           download.file(url, temp <- tempfile())
#
#           meps_path <- unzip(temp, exdir = tempdir())
#           source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h257/h257ru.txt")
#
#           unlink(temp)  # Unlink to delete temporary file
#
#           head(h257) # view data
#
# -----------------------------------------------------------------------------


# DEFINE 'meps_path' -----------------------------------------------------------
# 'meps_path' should point to the file path of the ASCII file (h257.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/h257.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, 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, 493,
    496, 499, 502, 505, 508, 511, 514, 517, 520, 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, 599,
    601, 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, 755, 757, 759, 761, 763, 766, 768, 770,
    774, 778, 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, 888, 890, 892, 894, 896,
    898, 900, 902, 905, 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, 982, 984, 986, 988, 990, 992, 994, 996, 998,
    1000, 1002, 1004, 1006, 1008, 1010, 1012, 1014, 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, 1086, 1088, 1090, 1092, 1094, 1096, 1098,
    1100, 1103, 1106, 1109, 1112, 1115, 1118, 1121, 1124, 1127,
    1130, 1133, 1136, 1139, 1142, 1145, 1148, 1151, 1154, 1157,
    1160, 1163, 1166, 1169, 1172, 1175, 1178, 1181, 1184, 1187,
    1190, 1193, 1196, 1199, 1202, 1205, 1208, 1211, 1214, 1217,
    1220, 1223, 1226, 1229, 1232, 1235, 1238, 1241, 1244, 1247,
    1250, 1253, 1256, 1259, 1262, 1265, 1268, 1271, 1274, 1277,
    1280, 1283, 1286, 1289, 1292, 1295, 1298, 1301, 1304, 1307,
    1310, 1313, 1316, 1319, 1322, 1325, 1328, 1331, 1334, 1337,
    1340, 1343, 1346, 1349, 1352, 1355, 1358, 1361, 1364, 1367,
    1370, 1373, 1376, 1379, 1382, 1385, 1388, 1391, 1394, 1397,
    1400, 1403, 1406, 1409, 1412, 1415, 1418, 1421, 1424, 1427,
    1430, 1433, 1436, 1439, 1442, 1445, 1448, 1451, 1457, 1463,
    1469, 1475, 1477, 1479, 1482, 1485, 1489, 1493, 1495, 1497,
    1503, 1505, 1507, 1509, 1511, 1514, 1517, 1520, 1524, 1527,
    1530, 1533, 1536, 1539, 1542, 1545, 1548, 1551, 1554, 1557,
    1560, 1563, 1566, 1569, 1572, 1575, 1578, 1581, 1584, 1587,
    1590, 1593, 1596, 1599, 1602, 1605, 1608, 1611, 1614, 1617,
    1620, 1623, 1626, 1629, 1632, 1635, 1638, 1641, 1644, 1647,
    1649, 1652, 1655, 1658, 1661, 1664, 1667, 1670, 1673, 1676,
    1679, 1682, 1685, 1688, 1691, 1694, 1697, 1700, 1703, 1706,
    1709, 1712, 1715, 1718, 1721, 1724, 1727, 1730, 1733, 1736,
    1739, 1742, 1745, 1748, 1751, 1754, 1757, 1760, 1763, 1766,
    1769, 1772, 1775, 1778, 1781, 1784, 1787, 1790, 1793, 1796,
    1799, 1802, 1805, 1808, 1811, 1814, 1817, 1820, 1823, 1826,
    1829, 1832, 1835, 1838, 1841, 1844, 1847, 1849, 1852, 1855,
    1858, 1861, 1864, 1867, 1870, 1873, 1876, 1879, 1882, 1885,
    1888, 1891, 1894, 1897, 1900, 1903, 1906, 1909, 1912, 1915,
    1918, 1921, 1924, 1927, 1930, 1933, 1937, 1940, 1943, 1946,
    1949, 1952, 1954, 1956, 1958, 1960, 1962, 1964, 1966, 1968,
    1970, 1972, 1974, 1976, 1978, 1980, 1982, 1984, 1987, 1990,
    1993, 1996, 1999, 2002, 2009, 2012, 2019, 2022, 2028, 2031,
    2037, 2040, 2043, 2046, 2049, 2052, 2055, 2058, 2061, 2064,
    2067, 2070, 2073, 2076, 2079, 2082, 2085, 2088, 2091, 2094,
    2097, 2100, 2103, 2106, 2109, 2112, 2115, 2117, 2119, 2121,
    2123, 2125, 2127, 2129, 2131, 2134, 2137, 2140, 2143, 2146,
    2149, 2152, 2155, 2158, 2161, 2164, 2167, 2170, 2172, 2175,
    2179, 2181, 2183, 2185, 2187, 2189, 2191, 2193, 2195, 2197,
    2199, 2201, 2203, 2205, 2207, 2209, 2211, 2213, 2215, 2217,
    2219, 2221, 2223, 2225, 2227, 2229, 2231, 2233, 2235, 2237,
    2239, 2241, 2243, 2245, 2247, 2249, 2251, 2253, 2255, 2257,
    2259, 2261, 2263, 2265, 2267, 2269, 2271, 2273, 2275, 2277,
    2279, 2281, 2283, 2286, 2289, 2292, 2295, 2298, 2300, 2302,
    2305, 2308, 2311, 2314, 2317, 2319, 2321, 2327, 2333, 2339,
    2345, 2351, 2353, 2355, 2356, 2358, 2360, 2363, 2366, 2369,
    2372, 2375, 2378, 2381, 2384, 2387, 2390, 2393, 2396, 2399,
    2405, 2411, 2417, 2423, 2426, 2429, 2432, 2435, 2438, 2441,
    2444, 2447, 2450, 2453, 2456, 2459, 2462, 2465, 2468, 2471,
    2474, 2477, 2480, 2483, 2486, 2489, 2492, 2495, 2498, 2501,
    2504, 2507, 2510, 2513, 2516, 2519, 2522, 2525, 2528, 2531,
    2534, 2537, 2540, 2543, 2546, 2549, 2552, 2555, 2558, 2561,
    2564, 2567, 2570, 2573, 2575, 2577, 2580, 2582, 2584, 2587,
    2590, 2593, 2596, 2598, 2600, 2602, 2604, 2607, 2610, 2613,
    2616, 2619, 2623, 2627, 2631, 2635, 2639, 2642, 2645, 2648,
    2651, 2654, 2657, 2660, 2663, 2666, 2669, 2672, 2675, 2678,
    2681, 2684, 2687, 2690, 2693, 2696, 2699, 2702, 2705, 2708,
    2711, 2714, 2717, 2720, 2723, 2726, 2729, 2732, 2735, 2738,
    2741, 2744, 2747, 2750, 2753, 2756, 2759, 2762, 2765, 2768,
    2771, 2774, 2777, 2780, 2783, 2786, 2789, 2792, 2795, 2797,
    2799, 2801, 2803, 2805, 2807, 2809, 2811, 2813, 2815, 2817,
    2819, 2821, 2824, 2827, 2830, 2833, 2836, 2838, 2840, 2842,
    2844, 2846, 2848, 2850, 2852, 2854, 2856, 2858, 2860, 2862,
    2864, 2866, 2869, 2872, 2875, 2878, 2881, 2883, 2885, 2887,
    2889, 2891, 2893, 2895, 2897, 2899, 2901, 2903, 2905, 2907,
    2909, 2911, 2917, 2923, 2929, 2935, 2941, 2944, 2947, 2950,
    2953, 2956, 2959, 2962, 2965, 2968, 2971, 2974, 2977, 2980,
    2983, 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, 3049, 3052, 3054, 3056, 3058, 3060, 3062, 3064,
    3068, 3072, 3078, 3084, 3090, 3096, 3098, 3100, 3107, 3114,
    3120, 3126, 3128, 3130, 3136, 3142, 3144, 3146, 3151, 3156,
    3158, 3160, 3165, 3170, 3172, 3174, 3179, 3184, 3186, 3188,
    3194, 3200, 3202, 3204, 3211, 3218, 3220, 3222, 3228, 3234,
    3236, 3238, 3243, 3248, 3250, 3252, 3258, 3264, 3266, 3268,
    3273, 3278, 3280, 3282, 3288, 3294, 3296, 3298, 3303, 3308,
    3310, 3312, 3317, 3322, 3324, 3326, 3332, 3337, 3339, 3341,
    3346, 3351, 3353, 3355, 3360, 3365, 3367, 3369, 3374, 3380,
    3382, 3384, 3393, 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, 4172, 4174,
    4176, 4178, 4180, 4182, 4184, 4186, 4188, 4190, 4192, 4194,
    4196, 4198, 4200, 4202, 4204, 4206, 4208, 4210, 4212, 4214,
    4216, 4218, 4220, 4222, 4224, 4226, 4228, 4230, 4232, 4234,
    4236, 4238, 4240, 4242, 4244, 4246, 4248, 4250, 4252, 4254,
    4256, 4258, 4260, 4262, 4264, 4266, 4268, 4270, 4272, 4274,
    4276, 4278, 4280, 4282, 4284, 4286, 4288, 4290, 4292, 4294,
    4296, 4298, 4300, 4302, 4304, 4306, 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, 4721, 4724, 4727, 4730, 4733, 4736, 4739, 4742,
    4745, 4748, 4751, 4754, 4757, 4760, 4763, 4766, 4769, 4772,
    4775, 4778, 4781, 4784, 4787, 4790, 4793, 4796, 4799, 4802,
    4805, 4808, 4811, 4814, 4817, 4820, 4823, 4826, 4829, 4832,
    4835, 4838, 4841, 4844, 4846, 4848, 4851, 4854, 4858, 4862,
    4864, 4866, 4868, 4870, 4872, 4874, 4876, 4878, 4880, 4882,
    4884, 4886, 4888, 4890, 4892, 4894, 4896, 4898, 4900, 4902,
    4904, 4906, 4908, 4910, 4912, 4914, 4916, 4918, 4920, 4922,
    4924, 4926, 4928, 4930, 4932, 4934, 4936, 4938, 4940, 4942,
    4944, 4946, 4948, 4950, 4952, 4954, 4956, 4958, 4960, 4962,
    4964, 4966, 4968, 4970, 4972, 4974, 4976, 4978, 4980, 4982,
    4984, 4986, 4988, 4990, 4992, 4994, 4996, 4998, 5000, 5002,
    5004, 5006, 5008, 5010, 5012, 5014, 5016, 5018, 5020, 5022,
    5024, 5026, 5028, 5030, 5032, 5034, 5036, 5038, 5040, 5042,
    5044, 5046, 5048, 5050, 5052, 5054, 5056, 5058, 5060, 5062,
    5064, 5066, 5068, 5070, 5072, 5074, 5076, 5078, 5080, 5082,
    5084, 5086, 5088, 5090, 5092, 5094, 5096, 5098, 5100, 5102,
    5104, 5106, 5108, 5110, 5112, 5114, 5116, 5118, 5120, 5122,
    5124, 5126, 5128, 5130, 5132, 5134, 5136, 5138, 5140, 5142,
    5144, 5146, 5148, 5150, 5152, 5154, 5156, 5158, 5160, 5162,
    5164, 5166, 5168, 5170, 5172, 5174, 5176, 5178, 5180, 5182,
    5184, 5186, 5188, 5190, 5192, 5194, 5196, 5198, 5200, 5202,
    5204, 5206, 5208, 5210, 5212, 5214, 5216, 5218, 5220, 5222,
    5224, 5226, 5228, 5230, 5232, 5234, 5236, 5238, 5240, 5242,
    5244, 5246, 5248, 5250, 5252, 5254, 5256, 5258, 5260, 5262,
    5264, 5266, 5268, 5270, 5272, 5274, 5276, 5278, 5280, 5282,
    5284, 5286, 5288, 5290, 5292, 5294, 5296, 5298, 5300, 5302,
    5304, 5306, 5308, 5310, 5312, 5314, 5316, 5318, 5320, 5322,
    5324, 5326, 5328, 5330, 5332, 5334, 5336, 5338, 5340, 5342,
    5344, 5346, 5349, 5351, 5353, 5355, 5357, 5359, 5362, 5365,
    5368, 5371, 5374, 5381, 5388, 5394, 5401, 5407, 5413, 5419,
    5425, 5431, 5438, 5444, 5450, 5456, 5462, 5467, 5473, 5478,
    5483, 5488, 5493, 5498, 5503, 5508, 5513, 5519, 5525, 5530,
    5535, 5538, 5541, 5548, 5555, 5561, 5567, 5573, 5579, 5585,
    5591, 5597, 5602, 5608, 5614, 5619, 5625, 5630, 5635, 5640,
    5645, 5649, 5653, 5658, 5663, 5668, 5673, 5679, 5685, 5690,
    5695, 5698, 5701, 5708, 5715, 5721, 5727, 5732, 5738, 5744,
    5750, 5756, 5761, 5767, 5773, 5778, 5784, 5789, 5794, 5797,
    5802, 5806, 5809, 5813, 5817, 5821, 5826, 5832, 5838, 5842,
    5847, 5849, 5852, 5858, 5865, 5871, 5877, 5882, 5887, 5893,
    5899, 5904, 5909, 5915, 5920, 5925, 5930, 5935, 5940, 5945,
    5949, 5952, 5956, 5961, 5966, 5971, 5976, 5982, 5987, 5992,
    5997, 6003, 6010, 6016, 6022, 6027, 6032, 6038, 6044, 6049,
    6054, 6060, 6065, 6070, 6075, 6080, 6085, 6090, 6094, 6097,
    6101, 6106, 6111, 6116, 6121, 6127, 6132, 6137, 6142, 6147,
    6152, 6158, 6163, 6168, 6172, 6177, 6182, 6186, 6190, 6195,
    6200, 6203, 6206, 6210, 6214, 6216, 6218, 6220, 6223, 6227,
    6231, 6233, 6237, 6242, 6247, 6249, 6253, 6255, 6257, 6263,
    6270, 6276, 6282, 6287, 6292, 6298, 6304, 6309, 6314, 6320,
    6325, 6330, 6335, 6340, 6344, 6348, 6352, 6355, 6359, 6364,
    6369, 6374, 6379, 6385, 6390, 6395, 6400, 6405, 6410, 6416,
    6421, 6426, 6430, 6434, 6439, 6443, 6447, 6452, 6457, 6460,
    6463, 6467, 6471, 6473, 6475, 6477, 6480, 6484, 6488, 6490,
    6494, 6499, 6504, 6506, 6510, 6512, 6514, 6520, 6526, 6532,
    6537, 6542, 6547, 6552, 6557, 6562, 6567, 6573, 6578, 6583,
    6588, 6592, 6596, 6600, 6604, 6607, 6611, 6615, 6619, 6624,
    6629, 6635, 6640, 6645, 6650, 6656, 6662, 6668, 6673, 6677,
    6682, 6687, 6691, 6696, 6701, 6707, 6712, 6717, 6722, 6726,
    6730, 6734, 6738, 6741, 6745, 6749, 6753, 6758, 6763, 6769,
    6774, 6779, 6784, 6789, 6794, 6799, 6805, 6809, 6813, 6817,
    6821, 6825, 6829, 6833, 6837, 6841, 6845, 6849, 6853, 6855,
    6857, 6860, 6863, 6866, 6870, 6874, 6878, 6882, 6886, 6890,
    6894, 6896, 6898, 6904, 6910, 6917, 6924, 6929, 6935, 6941,
    6947, 6953, 6958, 6964, 6970, 6976, 6982, 6987, 6992, 6994,
    6998, 7003, 7008, 7013, 7016, 7021, 7026, 7032, 7038, 7043,
    7048, 7054, 7060, 7067, 7074, 7079, 7085, 7091, 7097, 7103,
    7108, 7114, 7120, 7126, 7132, 7137, 7142, 7144, 7148, 7153,
    7158, 7163, 7166, 7171, 7176, 7182, 7188, 7193, 7198, 7203,
    7209, 7215, 7221, 7225, 7229, 7234, 7239, 7244, 7249, 7254,
    7259, 7263, 7267, 7271, 7276, 7278, 7280, 7284, 7286, 7290,
    7292, 7296, 7301, 7306, 7311, 7315, 7320, 7323, 7326, 7328,
    7330, 7335, 7340, 7345, 7350, 7355, 7360, 7365, 7369, 7374,
    7379, 7384, 7389, 7393, 7397, 7401, 7405, 7408, 7411, 7414,
    7417, 7420, 7422, 7426, 7430, 7435, 7440, 7444, 7448, 7451,
    7454, 7457, 7460, 7466, 7472, 7478, 7484, 7489, 7494, 7500,
    7506, 7511, 7516, 7521, 7527, 7532, 7537, 7539, 7541, 7543,
    7546, 7551, 7556, 7558, 7562, 7566, 7571, 7576, 7582, 7587,
    7592, 7595, 7598, 7603, 7608, 7613, 7618, 7623, 7628, 7633,
    7638, 7642, 7647, 7652, 7657, 7660, 7664, 7666, 7670, 7672,
    7674, 7677, 7680, 7682, 7684, 7686, 7688, 7693, 7698, 7701,
    7704, 7707, 7710, 7714, 7718, 7722, 7726, 7730, 7734, 7738,
    7742, 7746, 7750, 7754, 7758, 7762, 7766, 7769, 7772, 7775,
    7778, 7780, 7782, 7784, 7786, 7789, 7793, 7797, 7801, 7804,
    7808, 7813, 7819, 7824, 7829, 7834, 7838, 7843, 7848, 7853,
    7857, 7862, 7867, 7872, 7876, 7880, 7884, 7888, 7890, 7894,
    7898, 7902, 7906, 7910, 7914, 7919, 7924, 7928, 7932, 7935,
    7938, 7944, 7951, 7956, 7961, 7967, 7973, 7979, 7986, 7992,
    7998, 8004, 8010, 8015, 8021, 8026, 8030, 8034, 8039, 8042,
    8045, 8047, 8051, 8057, 8063, 8068, 8073, 8085, 8098, 8111,
    8112, 8116, 8129)

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, 430, 433, 436, 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, 600,
    602, 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, 673,
    676, 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, 756, 758, 760, 762, 765, 767, 769, 773,
    777, 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, 889, 891, 893, 895, 897,
    899, 901, 904, 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, 981, 983, 985, 987, 989, 991, 993, 995, 997, 999,
    1001, 1003, 1005, 1007, 1009, 1011, 1013, 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, 1085, 1087, 1089, 1091, 1093, 1095, 1097, 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, 1502,
    1504, 1506, 1508, 1510, 1513, 1516, 1519, 1523, 1526, 1529,
    1532, 1535, 1538, 1541, 1544, 1547, 1550, 1553, 1556, 1559,
    1562, 1565, 1568, 1571, 1574, 1577, 1580, 1583, 1586, 1589,
    1592, 1595, 1598, 1601, 1604, 1607, 1610, 1613, 1616, 1619,
    1622, 1625, 1628, 1631, 1634, 1637, 1640, 1643, 1646, 1648,
    1651, 1654, 1657, 1660, 1663, 1666, 1669, 1672, 1675, 1678,
    1681, 1684, 1687, 1690, 1693, 1696, 1699, 1702, 1705, 1708,
    1711, 1714, 1717, 1720, 1723, 1726, 1729, 1732, 1735, 1738,
    1741, 1744, 1747, 1750, 1753, 1756, 1759, 1762, 1765, 1768,
    1771, 1774, 1777, 1780, 1783, 1786, 1789, 1792, 1795, 1798,
    1801, 1804, 1807, 1810, 1813, 1816, 1819, 1822, 1825, 1828,
    1831, 1834, 1837, 1840, 1843, 1846, 1848, 1851, 1854, 1857,
    1860, 1863, 1866, 1869, 1872, 1875, 1878, 1881, 1884, 1887,
    1890, 1893, 1896, 1899, 1902, 1905, 1908, 1911, 1914, 1917,
    1920, 1923, 1926, 1929, 1932, 1936, 1939, 1942, 1945, 1948,
    1951, 1953, 1955, 1957, 1959, 1961, 1963, 1965, 1967, 1969,
    1971, 1973, 1975, 1977, 1979, 1981, 1983, 1986, 1989, 1992,
    1995, 1998, 2001, 2008, 2011, 2018, 2021, 2027, 2030, 2036,
    2039, 2042, 2045, 2048, 2051, 2054, 2057, 2060, 2063, 2066,
    2069, 2072, 2075, 2078, 2081, 2084, 2087, 2090, 2093, 2096,
    2099, 2102, 2105, 2108, 2111, 2114, 2116, 2118, 2120, 2122,
    2124, 2126, 2128, 2130, 2133, 2136, 2139, 2142, 2145, 2148,
    2151, 2154, 2157, 2160, 2163, 2166, 2169, 2171, 2174, 2178,
    2180, 2182, 2184, 2186, 2188, 2190, 2192, 2194, 2196, 2198,
    2200, 2202, 2204, 2206, 2208, 2210, 2212, 2214, 2216, 2218,
    2220, 2222, 2224, 2226, 2228, 2230, 2232, 2234, 2236, 2238,
    2240, 2242, 2244, 2246, 2248, 2250, 2252, 2254, 2256, 2258,
    2260, 2262, 2264, 2266, 2268, 2270, 2272, 2274, 2276, 2278,
    2280, 2282, 2285, 2288, 2291, 2294, 2297, 2299, 2301, 2304,
    2307, 2310, 2313, 2316, 2318, 2320, 2326, 2332, 2338, 2344,
    2350, 2352, 2354, 2355, 2357, 2359, 2362, 2365, 2368, 2371,
    2374, 2377, 2380, 2383, 2386, 2389, 2392, 2395, 2398, 2404,
    2410, 2416, 2422, 2425, 2428, 2431, 2434, 2437, 2440, 2443,
    2446, 2449, 2452, 2455, 2458, 2461, 2464, 2467, 2470, 2473,
    2476, 2479, 2482, 2485, 2488, 2491, 2494, 2497, 2500, 2503,
    2506, 2509, 2512, 2515, 2518, 2521, 2524, 2527, 2530, 2533,
    2536, 2539, 2542, 2545, 2548, 2551, 2554, 2557, 2560, 2563,
    2566, 2569, 2572, 2574, 2576, 2579, 2581, 2583, 2586, 2589,
    2592, 2595, 2597, 2599, 2601, 2603, 2606, 2609, 2612, 2615,
    2618, 2622, 2626, 2630, 2634, 2638, 2641, 2644, 2647, 2650,
    2653, 2656, 2659, 2662, 2665, 2668, 2671, 2674, 2677, 2680,
    2683, 2686, 2689, 2692, 2695, 2698, 2701, 2704, 2707, 2710,
    2713, 2716, 2719, 2722, 2725, 2728, 2731, 2734, 2737, 2740,
    2743, 2746, 2749, 2752, 2755, 2758, 2761, 2764, 2767, 2770,
    2773, 2776, 2779, 2782, 2785, 2788, 2791, 2794, 2796, 2798,
    2800, 2802, 2804, 2806, 2808, 2810, 2812, 2814, 2816, 2818,
    2820, 2823, 2826, 2829, 2832, 2835, 2837, 2839, 2841, 2843,
    2845, 2847, 2849, 2851, 2853, 2855, 2857, 2859, 2861, 2863,
    2865, 2868, 2871, 2874, 2877, 2880, 2882, 2884, 2886, 2888,
    2890, 2892, 2894, 2896, 2898, 2900, 2902, 2904, 2906, 2908,
    2910, 2916, 2922, 2928, 2934, 2940, 2943, 2946, 2949, 2952,
    2955, 2958, 2961, 2964, 2967, 2970, 2973, 2976, 2979, 2982,
    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, 3048, 3051, 3053, 3055, 3057, 3059, 3061, 3063, 3067,
    3071, 3077, 3083, 3089, 3095, 3097, 3099, 3106, 3113, 3119,
    3125, 3127, 3129, 3135, 3141, 3143, 3145, 3150, 3155, 3157,
    3159, 3164, 3169, 3171, 3173, 3178, 3183, 3185, 3187, 3193,
    3199, 3201, 3203, 3210, 3217, 3219, 3221, 3227, 3233, 3235,
    3237, 3242, 3247, 3249, 3251, 3257, 3263, 3265, 3267, 3272,
    3277, 3279, 3281, 3287, 3293, 3295, 3297, 3302, 3307, 3309,
    3311, 3316, 3321, 3323, 3325, 3331, 3336, 3338, 3340, 3345,
    3350, 3352, 3354, 3359, 3364, 3366, 3368, 3373, 3379, 3381,
    3383, 3392, 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, 4171, 4173, 4175,
    4177, 4179, 4181, 4183, 4185, 4187, 4189, 4191, 4193, 4195,
    4197, 4199, 4201, 4203, 4205, 4207, 4209, 4211, 4213, 4215,
    4217, 4219, 4221, 4223, 4225, 4227, 4229, 4231, 4233, 4235,
    4237, 4239, 4241, 4243, 4245, 4247, 4249, 4251, 4253, 4255,
    4257, 4259, 4261, 4263, 4265, 4267, 4269, 4271, 4273, 4275,
    4277, 4279, 4281, 4283, 4285, 4287, 4289, 4291, 4293, 4295,
    4297, 4299, 4301, 4303, 4305, 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, 4720, 4723, 4726, 4729, 4732, 4735, 4738, 4741, 4744,
    4747, 4750, 4753, 4756, 4759, 4762, 4765, 4768, 4771, 4774,
    4777, 4780, 4783, 4786, 4789, 4792, 4795, 4798, 4801, 4804,
    4807, 4810, 4813, 4816, 4819, 4822, 4825, 4828, 4831, 4834,
    4837, 4840, 4843, 4845, 4847, 4850, 4853, 4857, 4861, 4863,
    4865, 4867, 4869, 4871, 4873, 4875, 4877, 4879, 4881, 4883,
    4885, 4887, 4889, 4891, 4893, 4895, 4897, 4899, 4901, 4903,
    4905, 4907, 4909, 4911, 4913, 4915, 4917, 4919, 4921, 4923,
    4925, 4927, 4929, 4931, 4933, 4935, 4937, 4939, 4941, 4943,
    4945, 4947, 4949, 4951, 4953, 4955, 4957, 4959, 4961, 4963,
    4965, 4967, 4969, 4971, 4973, 4975, 4977, 4979, 4981, 4983,
    4985, 4987, 4989, 4991, 4993, 4995, 4997, 4999, 5001, 5003,
    5005, 5007, 5009, 5011, 5013, 5015, 5017, 5019, 5021, 5023,
    5025, 5027, 5029, 5031, 5033, 5035, 5037, 5039, 5041, 5043,
    5045, 5047, 5049, 5051, 5053, 5055, 5057, 5059, 5061, 5063,
    5065, 5067, 5069, 5071, 5073, 5075, 5077, 5079, 5081, 5083,
    5085, 5087, 5089, 5091, 5093, 5095, 5097, 5099, 5101, 5103,
    5105, 5107, 5109, 5111, 5113, 5115, 5117, 5119, 5121, 5123,
    5125, 5127, 5129, 5131, 5133, 5135, 5137, 5139, 5141, 5143,
    5145, 5147, 5149, 5151, 5153, 5155, 5157, 5159, 5161, 5163,
    5165, 5167, 5169, 5171, 5173, 5175, 5177, 5179, 5181, 5183,
    5185, 5187, 5189, 5191, 5193, 5195, 5197, 5199, 5201, 5203,
    5205, 5207, 5209, 5211, 5213, 5215, 5217, 5219, 5221, 5223,
    5225, 5227, 5229, 5231, 5233, 5235, 5237, 5239, 5241, 5243,
    5245, 5247, 5249, 5251, 5253, 5255, 5257, 5259, 5261, 5263,
    5265, 5267, 5269, 5271, 5273, 5275, 5277, 5279, 5281, 5283,
    5285, 5287, 5289, 5291, 5293, 5295, 5297, 5299, 5301, 5303,
    5305, 5307, 5309, 5311, 5313, 5315, 5317, 5319, 5321, 5323,
    5325, 5327, 5329, 5331, 5333, 5335, 5337, 5339, 5341, 5343,
    5345, 5348, 5350, 5352, 5354, 5356, 5358, 5361, 5364, 5367,
    5370, 5373, 5380, 5387, 5393, 5400, 5406, 5412, 5418, 5424,
    5430, 5437, 5443, 5449, 5455, 5461, 5466, 5472, 5477, 5482,
    5487, 5492, 5497, 5502, 5507, 5512, 5518, 5524, 5529, 5534,
    5537, 5540, 5547, 5554, 5560, 5566, 5572, 5578, 5584, 5590,
    5596, 5601, 5607, 5613, 5618, 5624, 5629, 5634, 5639, 5644,
    5648, 5652, 5657, 5662, 5667, 5672, 5678, 5684, 5689, 5694,
    5697, 5700, 5707, 5714, 5720, 5726, 5731, 5737, 5743, 5749,
    5755, 5760, 5766, 5772, 5777, 5783, 5788, 5793, 5796, 5801,
    5805, 5808, 5812, 5816, 5820, 5825, 5831, 5837, 5841, 5846,
    5848, 5851, 5857, 5864, 5870, 5876, 5881, 5886, 5892, 5898,
    5903, 5908, 5914, 5919, 5924, 5929, 5934, 5939, 5944, 5948,
    5951, 5955, 5960, 5965, 5970, 5975, 5981, 5986, 5991, 5996,
    6002, 6009, 6015, 6021, 6026, 6031, 6037, 6043, 6048, 6053,
    6059, 6064, 6069, 6074, 6079, 6084, 6089, 6093, 6096, 6100,
    6105, 6110, 6115, 6120, 6126, 6131, 6136, 6141, 6146, 6151,
    6157, 6162, 6167, 6171, 6176, 6181, 6185, 6189, 6194, 6199,
    6202, 6205, 6209, 6213, 6215, 6217, 6219, 6222, 6226, 6230,
    6232, 6236, 6241, 6246, 6248, 6252, 6254, 6256, 6262, 6269,
    6275, 6281, 6286, 6291, 6297, 6303, 6308, 6313, 6319, 6324,
    6329, 6334, 6339, 6343, 6347, 6351, 6354, 6358, 6363, 6368,
    6373, 6378, 6384, 6389, 6394, 6399, 6404, 6409, 6415, 6420,
    6425, 6429, 6433, 6438, 6442, 6446, 6451, 6456, 6459, 6462,
    6466, 6470, 6472, 6474, 6476, 6479, 6483, 6487, 6489, 6493,
    6498, 6503, 6505, 6509, 6511, 6513, 6519, 6525, 6531, 6536,
    6541, 6546, 6551, 6556, 6561, 6566, 6572, 6577, 6582, 6587,
    6591, 6595, 6599, 6603, 6606, 6610, 6614, 6618, 6623, 6628,
    6634, 6639, 6644, 6649, 6655, 6661, 6667, 6672, 6676, 6681,
    6686, 6690, 6695, 6700, 6706, 6711, 6716, 6721, 6725, 6729,
    6733, 6737, 6740, 6744, 6748, 6752, 6757, 6762, 6768, 6773,
    6778, 6783, 6788, 6793, 6798, 6804, 6808, 6812, 6816, 6820,
    6824, 6828, 6832, 6836, 6840, 6844, 6848, 6852, 6854, 6856,
    6859, 6862, 6865, 6869, 6873, 6877, 6881, 6885, 6889, 6893,
    6895, 6897, 6903, 6909, 6916, 6923, 6928, 6934, 6940, 6946,
    6952, 6957, 6963, 6969, 6975, 6981, 6986, 6991, 6993, 6997,
    7002, 7007, 7012, 7015, 7020, 7025, 7031, 7037, 7042, 7047,
    7053, 7059, 7066, 7073, 7078, 7084, 7090, 7096, 7102, 7107,
    7113, 7119, 7125, 7131, 7136, 7141, 7143, 7147, 7152, 7157,
    7162, 7165, 7170, 7175, 7181, 7187, 7192, 7197, 7202, 7208,
    7214, 7220, 7224, 7228, 7233, 7238, 7243, 7248, 7253, 7258,
    7262, 7266, 7270, 7275, 7277, 7279, 7283, 7285, 7289, 7291,
    7295, 7300, 7305, 7310, 7314, 7319, 7322, 7325, 7327, 7329,
    7334, 7339, 7344, 7349, 7354, 7359, 7364, 7368, 7373, 7378,
    7383, 7388, 7392, 7396, 7400, 7404, 7407, 7410, 7413, 7416,
    7419, 7421, 7425, 7429, 7434, 7439, 7443, 7447, 7450, 7453,
    7456, 7459, 7465, 7471, 7477, 7483, 7488, 7493, 7499, 7505,
    7510, 7515, 7520, 7526, 7531, 7536, 7538, 7540, 7542, 7545,
    7550, 7555, 7557, 7561, 7565, 7570, 7575, 7581, 7586, 7591,
    7594, 7597, 7602, 7607, 7612, 7617, 7622, 7627, 7632, 7637,
    7641, 7646, 7651, 7656, 7659, 7663, 7665, 7669, 7671, 7673,
    7676, 7679, 7681, 7683, 7685, 7687, 7692, 7697, 7700, 7703,
    7706, 7709, 7713, 7717, 7721, 7725, 7729, 7733, 7737, 7741,
    7745, 7749, 7753, 7757, 7761, 7765, 7768, 7771, 7774, 7777,
    7779, 7781, 7783, 7785, 7788, 7792, 7796, 7800, 7803, 7807,
    7812, 7818, 7823, 7828, 7833, 7837, 7842, 7847, 7852, 7856,
    7861, 7866, 7871, 7875, 7879, 7883, 7887, 7889, 7893, 7897,
    7901, 7905, 7909, 7913, 7918, 7923, 7927, 7931, 7934, 7937,
    7943, 7950, 7955, 7960, 7966, 7972, 7978, 7985, 7991, 7997,
    8003, 8009, 8014, 8020, 8025, 8029, 8033, 8038, 8041, 8044,
    8046, 8050, 8056, 8062, 8067, 8072, 8084, 8097, 8110, 8111,
    8115, 8128, 8141)

# 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", "EVERSERVEDY1", "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", "COVIDEVER1", "COVIDEVER3",
    "COVIDEVER5", "LCEVER1", "LCEVER3", "LCEVER5",
    "COVSYMNOW1", "COVSYMNOW3", "COVSYMNOW5", "COVREDABIL1",
    "COVREDABIL3", "COVREDABIL5", "COVID12MO1", "COVID12MO3",
    "COVID12MO5", "COVMNTHX1", "COVMNTHX3", "COVMNTHX5",
    "COVYRDX1", "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",
    "MESHGT4", "WHNHGT4", "MESWGT4", "WHNWGT4", "CHBMIX4",
    "MESVIS4", "EATHLT4", "WHNEAT4", "PHYSCL4", "WHNPHY4",
    "SAFEST4", "WHNSAF4", "BOOST4", "WHNBST4", "LAPBLT4",
    "WHNLAP4", "HELMET4", "WHNHEL4", "NOSMOK4", "WHNSMK4",
    "TIMALN4", "GETTRB2", "MOMPRO2", "DADPRO2", "UNHAP2",
    "SCHLBH2", "HAVFUN2", "ADUPRO2", "NERVAF2", "SIBPRO2",
    "KIDPRO2", "SPRPRO2", "SCHPRO2", "HOMEBH2", "CHILCR2",
    "CHILWW2", "CHRTCR2", "CHRTWW2", "CHAPPT2", "CHLIST2",
    "CHEXPL2", "CHRESP2", "CHPRTM2", "CHHECR2", "CHSPEC2_M18",
    "CHEYRE2_M18", "LSTETH3", "LSTETH5", "PHYEXE3", "PHYEXE5",
    "OFTSMK3", "OFTSMK5", "COVAXEVR1", "COVAXEVR2",
    "COVAXEVR3", "COVAXEVR4", "COVAXEVR5", "COVAXNEW1",
    "COVAXNEW2", "COVAXNEW3", "COVAXNEW4", "COVAXNEW5",
    "SAQELIY1", "SAQELIY2", "ADPROX2", "ADPROX4", "ADSEX4",
    "ADAGE4_M24", "ADGENH2", "ADGENH4", "ADDAYA2", "ADDAYA4",
    "ADCLIM2", "ADCLIM4", "ADACLS2", "ADACLS4", "ADWKLM2",
    "ADWKLM4", "ADEMLS2", "ADEMLS4", "ADMWCF2", "ADMWCF4",
    "ADPAIN2", "ADPAIN4", "ADPCFL2", "ADPCFL4", "ADENGY2",
    "ADENGY4", "ADPRST2", "ADPRST4", "ADSOCA2", "ADSOCA4",
    "ADCOMPAN4", "ADLEFTOUT4", "ADISOL4", "ADNERV2", "ADNERV4",
    "ADHOPE2", "ADHOPE4", "ADREST2", "ADREST4", "ADSAD2",
    "ADSAD4", "ADEFRT2", "ADEFRT4", "ADWRTH2", "ADWRTH4",
    "K6SUM2", "K6SUM4", "ADINTR2", "ADINTR4", "ADDPRS2",
    "ADDPRS4", "PHQ22", "PHQ24", "ADSLEEP4", "ADDAYEXER4",
    "ADMINSEXER4", "ADASKALC4", "ADNUMDRK4", "ADRNK54_M24",
    "ADRNK44_M24", "ADOFTALC4", "ADSTAL4", "ADMNTRT4",
    "ADUNABTRT4", "ADPROBTRT4", "ADTRTEXP4", "ADBRTC4",
    "ADMDVT4", "ADFLST4", "ADWGHD4", "ADWTAD4", "ADTBAC4",
    "ADOFTB4", "ADQTTB4", "ADQTMD4", "ADQTHP4", "ADMOOD4",
    "ADBPCK4", "ADCHLC4", "ADPNEU4_M24", "ADSHNG4_M24",
    "ADNOAP4_M24", "ADDSCU4_M24", "ADCOLN4_M24", "ADCLNS4_M24",
    "ADSGMD4_M24", "ADBLDS4_M24", "ADPROS4_M24", "ADPSAG4_M24",
    "ADUTRM4", "ADPAP4", "ADPAPG4", "ADOSTP4_M24",
    "ADBNDN4_M24", "ADBRST4_M24", "ADMMGR4_M24", "ADINSA2",
    "ADINSB2", "ADRISK2", "ADOVER2", "ADILCR2", "ADILWW2",
    "ADRTCR2", "ADRTWW2", "ADAPPT2", "ADHECR2", "ADINST2",
    "ADEZUN2", "ADTLHW2", "ADFFRM2", "ADFHLP2", "ADEXPL2",
    "ADLIST2", "ADRESP2", "ADPRTM2", "ADSMOK2", "ADNSMK2",
    "ADSPCL2", "ADSNSP2", "VPCS2", "VPCS4", "VMCS2", "VMCS4",
    "VRFLAG2", "VRFLAG4", "ADCMPM2", "ADCMPM4", "ADCMPY2",
    "ADCMPY4", "ADLANG2", "ADLANG4", "ADBMI4", "CSAQELIGY2",
    "CSLANG4", "CCNRDI4", "CDIAG4", "CTRTMT4", "CLSTRT4",
    "CBCK4", "CBCKYR4", "CFTRT4", "CWRKP4", "CEXTM4",
    "CWRKLV4", "CNPTLD4", "CWRKQT4", "CNGFLX4", "CPROM4",
    "CERET4", "CDLRET4", "CWKLIM4", "CEWRDT4", "CESHTD4",
    "CETIME4", "CEBRKS4", "CEDUTY4", "CESKLL4", "CERHAB4",
    "CEWRHM4", "CEOTHR4", "CENOND4", "CENONE4", "CENAPP4",
    "CDNHLP4", "CJWAGE4", "CJFIRE4", "CJPROM4", "CJDUTY4",
    "CJNONE4", "CLPROD4", "CFRET4", "CLHINS4", "CSLHIN4_M24",
    "CNCMED4", "CNCTRP4", "CNCLOD4", "CNCCHD4", "CNCHME4",
    "CNCNON4", "CNCNTS4", "CFNDBT4", "CFNAMT4", "CFNVAC4",
    "CFNPUR4", "CFNSPD4", "CFNSAV4", "CFNLIV4", "CFNOTH4",
    "CFNONE4", "CFNUNB4", "CFNPMT4", "CFNSTB4", "CFNINC4",
    "CDLPRS4", "CDLVST4", "CDLTRT4", "CDLFUP4", "CDLMNT4",
    "CDLOTH4", "CDLNONE4", "CMCPSY4", "CMCTRL4", "CMCOST4",
    "CMCWRK4", "CMCFUP4", "CMCEFF4", "CMCSTY4", "CMCTRT4",
    "CCOGIM4", "CCNEUR4", "CCFATG4", "CCNAUS4", "CCPAIN4",
    "CCMOTH4", "CCOTHR4", "CANRDX4", "CFCARE4", "CFRCUR4",
    "CFTREMT4", "CFOTHH4", "CFTRSE4", "CFPHYS4", "CFSCRN4",
    "CFREFR4", "CFOTHR4", "CPLSTN4", "CPEXPL4", "CPRESP4",
    "CPTIME4", "CPSPCP4", "CPSONC4", "CPSRAD4", "CPSURG4",
    "CPSOBG4", "CPSDEN4", "CPSOTH4", "CPSDKN4", "CPSYCH4",
    "CNCAND4", "CNCPND4", "CNCOST4", "CNCINS4", "CNCACS4",
    "CNCANX4", "CNCTSP4", "CNCDKN4", "CNCOTH4", "CEFACT4",
    "CEFLCT4", "CEFOG4", "CEFMTL4", "CEFUND4", "CEFBCK4",
    "CEFSTG4", "CEFCOP4", "CEFPOS4", "CEFHLT4", "CEFPHL4",
    "CEFPAC4", "CEFPIN4", "CEFFTG4", "CEFQLF4", "CEFMHL4",
    "CEFRLT4", "CEFMPR4", "CFDSKP4", "CFDLST4", "CFDBAL4",
    "CWRRET4", "CWRBIL4", "CWRHOU4", "CHPBED4", "CHPDOC4",
    "CHPCHO4", "CHPERR4", "CSAQPROXY4", "CSCMPM4", "CSCMPY4",
    "DDNWRKY1", "DDNWRKY2_M24", "OTHDYSY1", "OTHNDDY1",
    "OTHNDDY2_M24", "FSOUT4", "FSLAST4", "FSAFRD4", "FSSKIP4",
    "FSSKDY4", "FSLESS4", "FSHGRY4", "FSWTLS4", "FSNEAT4",
    "FSNEDY4", "FWRENT4", "FWUTIL4", "FWCRED4", "FWDEBT4",
    "FWUNEXP4", "ESAQELIGY2", "EQMOBI5", "EQSELF5", "EQACTI5",
    "EQPAIN5", "EQDEPR5", "EQVAS5", "EQMVAM5", "EQMVPER5",
    "EQOVAM5", "EQOVPER5", "EQMBAM5", "EQMBPER5", "EQPPAM5",
    "EQPPPER5", "EQDENY5", "EQPAYB5", "EQSLEI5", "EQSBIG5",
    "EQSBAS5", "EQSSAV5", "EQSLIV5", "EQSOTH5", "EQSNON5",
    "EQWRKP5", "EQENOND5", "EQEHLPWR5", "EQESHRT5", "EQETIME5",
    "EQEBRKS5", "EQEDUTY5", "EQESKLL5", "EQERHAB5", "EQEWFH5",
    "EQEOTHR5", "EQENOHLP5", "EQESLFEMP5", "EQFRHP5",
    "EQWINS5", "EQWSIK5", "EQLWLD5", "EQLSAV5", "EQLDEN5",
    "EQLUPD5", "EQLENH5", "EQLJBSC5", "EQLSIN5", "EQLVOT5",
    "EQEMP75", "EQPROD5", "EQACTV5", "EQCARE5", "EQCRRL5",
    "EQCRLV5", "EQCRLG5", "EQPERS5", "EQTASK5", "EQALON5",
    "EQCRNW5", "EQTIME5", "ESAQPROXY5", "ESAQMODE5", "EQCMPM5",
    "EQCMPY5", "ACCELI2", "ACCELI4", "HAVEUS2", "HAVEUS4",
    "PRACTP2", "PRACTP4", "YNOUSC2_M18", "YNOUSC4_M18",
    "PROVTY2_M18", "PROVTY4_M18", "PLCTYP2", "PLCTYP4",
    "TMTKUS2", "TMTKUS4", "TYPEPE2", "TYPEPE4", "LOCATN2",
    "LOCATN4", "HSPLAP2", "WHITPR2", "BLCKPR2", "ASIANP2",
    "NATAMP2", "PACISP2", "OTHRCP2", "PROVSEX2", "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", "NHRWGRND2", "NHRWGRND3",
    "NHRWGRND4", "NHRWGRND5", "NHRWG2_M23", "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_17", "INDCAT2_17",
    "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_18", "OCCCAT2_18", "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", "OUTFLAG3", "OUTFLAG4",
    "OUTFLAG5", "EMPST1H", "EMPST2H", "EMPST3H", "EMPST4H",
    "EMPST5H", "SLFCM1H", "SLFCM2H", "SLFCM3H", "SLFCM4H",
    "SLFCM5H", "NMEMP1H", "NMEMP2H", "NMEMP3H", "NMEMP4H",
    "NMEMP5H", "MORE1H", "MORE2H", "MORE3H", "MORE4H",
    "MORE5H", "INDCT1H_17", "INDCT2H_17", "INDCT3H_17",
    "INDCT4H_17", "INDCT5H_17", "OCCCT1H_18", "OCCCT2H_18",
    "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", "MCRPHD1", "MCRPHD2",
    "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_M23",
    "PRVHMO2_M23", "PRVHMO3_M23", "PRVHMO4_M23",
    "PRVHMOY1_M23", "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_M23", "DENTIN2_M23",
    "DENTIN3_M23", "DENTIN4_M23", "DENTIN5_M23", "DNTINS1_M23",
    "DNTINS3_M23", "DNTINSY1_M23", "DNTINSY2_M23", "PMEDIN1",
    "PMEDIN2", "PMEDIN3", "PMEDIN4", "PMEDIN5", "PMDINS1",
    "PMDINS3", "PMDINSY1", "PMDINSY2", "PROBPY2", "PROBPY4",
    "CRFMPY2", "CRFMPY4", "PYUNBL2", "PYUNBL4", "MEDDEBT4",
    "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", "CSAQWY2F",
    "ESAQWTY2F", "PESAQWTY2F", "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",
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    "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n",
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    "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n",
    "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n",
    "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n",
    "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n",
    "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n",
    "n", "n", "n", "n", "n", "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 ----------------------------------------------------

h257 <- 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(h257, file = "h257.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 'h257'.
#     You must run the 'save' command to permanently save the data to a local
#     folder
# -----------------------------------------------------------------------------