# ----------------------------------------------------------------------------- # R programming statements for h217 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 (h217.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 'h217'. # # 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 h217.dat file.) # # meps_path <- "C:/MEPS/h217.dat" # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h217/h217ru.txt") # head(h217) # 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 h217 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/h217dat.zip" # download.file(url, temp <- tempfile()) # # meps_path <- unzip(temp, exdir = tempdir()) # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h217/h217ru.txt") # # unlink(temp) # Unlink to delete temporary file # # head(h217) # view data # # ----------------------------------------------------------------------------- # DEFINE 'meps_path' ----------------------------------------------------------- # 'meps_path' should point to the file path of the ASCII file (h217.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/h217.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, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 75, 78, 80, 82, 84, 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, 153, 156, 159, 162, 165, 168, 171, 173, 175, 176, 178, 180, 182, 184, 186, 188, 190, 192, 194, 196, 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6689, 6695, 6700, 6705, 6710, 6715, 6720, 6725, 6730, 6735, 6740, 6745, 6751, 6756, 6762, 6768, 6774, 6779, 6785, 6791, 6798, 6805, 6810, 6815, 6821, 6827, 6833, 6839, 6845, 6851, 6857, 6863, 6868, 6873, 6878, 6883, 6888, 6893, 6898, 6903, 6908, 6913, 6919, 6924, 6930, 6936, 6942, 6947, 6952, 6957, 6962, 6967, 6971, 6975, 6980, 6985, 6989, 6993, 6998, 7003, 7007, 7012, 7016, 7020, 7022, 7024, 7028, 7031, 7035, 7040, 7044, 7048, 7053, 7057, 7062, 7067, 7072, 7076, 7079, 7082, 7084, 7086, 7091, 7096, 7101, 7106, 7111, 7116, 7120, 7125, 7130, 7135, 7140, 7145, 7149, 7153, 7157, 7161, 7165, 7170, 7173, 7176, 7179, 7182, 7186, 7189, 7193, 7197, 7202, 7207, 7211, 7216, 7219, 7222, 7225, 7228, 7234, 7240, 7246, 7252, 7257, 7263, 7269, 7274, 7280, 7286, 7291, 7296, 7301, 7306, 7308, 7313, 7315, 7317, 7322, 7327, 7329, 7333, 7337, 7341, 7345, 7349, 7354, 7359, 7364, 7369, 7372, 7375, 7381, 7387, 7393, 7399, 7405, 7411, 7416, 7421, 7425, 7429, 7433, 7438, 7441, 7445, 7447, 7449, 7451, 7453, 7456, 7458, 7460, 7462, 7464, 7466, 7468, 7471, 7475, 7480, 7483, 7486, 7489, 7492, 7496, 7500, 7504, 7508, 7512, 7516, 7520, 7524, 7528, 7532, 7536, 7540, 7543, 7547, 7550, 7553, 7556, 7559, 7561, 7563, 7565, 7567, 7571, 7574, 7577, 7580, 7584, 7588, 7592, 7595, 7600, 7605, 7610, 7615, 7620, 7625, 7630, 7635, 7639, 7644, 7649, 7654, 7658, 7662, 7666, 7671, 7675, 7679, 7683, 7686, 7689, 7693, 7697, 7701, 7705, 7709, 7714, 7719, 7723, 7727, 7730, 7733, 7739, 7745, 7750, 7755, 7761, 7767, 7773, 7779, 7785, 7791, 7796, 7801, 7806, 7811, 7815, 7820, 7825, 7830, 7834, 7838, 7844, 7848, 7854, 7858, 7864, 7870, 7876, 7881, 7894, 7907, 7911) pos_end <- c(7, 10, 20, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 33, 35, 37, 39, 41, 43, 45, 47, 49, 51, 53, 55, 57, 59, 61, 63, 65, 67, 69, 71, 74, 77, 79, 81, 83, 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, 152, 155, 158, 161, 164, 167, 170, 172, 174, 175, 177, 179, 181, 183, 185, 187, 189, 191, 193, 195, 197, 199, 201, 203, 205, 207, 209, 213, 217, 221, 225, 229, 231, 233, 235, 237, 239, 243, 247, 251, 255, 259, 261, 263, 267, 271, 273, 275, 277, 279, 280, 282, 284, 286, 288, 290, 292, 294, 296, 298, 300, 301, 303, 305, 307, 309, 311, 313, 315, 317, 319, 321, 323, 325, 327, 329, 331, 333, 335, 337, 339, 341, 343, 345, 347, 349, 353, 354, 355, 357, 358, 359, 360, 361, 362, 363, 365, 367, 369, 371, 373, 375, 377, 380, 383, 386, 389, 392, 395, 398, 401, 404, 407, 410, 413, 416, 419, 422, 425, 427, 429, 431, 433, 435, 437, 439, 441, 443, 445, 447, 449, 451, 453, 455, 457, 459, 461, 463, 465, 467, 470, 472, 474, 477, 479, 482, 485, 488, 491, 494, 497, 500, 503, 506, 509, 511, 513, 515, 517, 519, 521, 523, 525, 527, 529, 531, 534, 536, 538, 540, 542, 544, 547, 549, 551, 553, 556, 558, 560, 562, 565, 567, 569, 571, 574, 576, 578, 580, 582, 584, 587, 589, 591, 593, 596, 598, 600, 602, 604, 606, 609, 611, 613, 616, 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, 672, 674, 676, 678, 680, 682, 685, 687, 689, 692, 695, 697, 700, 702, 704, 706, 709, 711, 714, 716, 718, 720, 723, 725, 727, 729, 732, 734, 736, 738, 741, 743, 745, 747, 749, 751, 754, 756, 758, 760, 762, 764, 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, 861, 864, 866, 869, 871, 873, 875, 877, 879, 882, 884, 886, 888, 890, 892, 895, 897, 899, 901, 903, 905, 908, 910, 912, 914, 916, 918, 921, 923, 925, 927, 929, 932, 935, 938, 941, 944, 947, 950, 953, 956, 959, 962, 965, 968, 971, 973, 976, 978, 981, 983, 985, 987, 989, 991, 994, 996, 998, 1000, 1002, 1004, 1009, 1011, 1013, 1015, 1017, 1019, 1021, 1023, 1025, 1027, 1029, 1031, 1033, 1035, 1037, 1039, 1041, 1043, 1046, 1048, 1051, 1053, 1056, 1058, 1060, 1063, 1066, 1069, 1072, 1075, 1078, 1081, 1084, 1087, 1090, 1093, 1096, 1099, 1102, 1105, 1108, 1111, 1114, 1117, 1120, 1123, 1126, 1129, 1132, 1135, 1138, 1141, 1144, 1150, 1156, 1162, 1168, 1170, 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, 1246, 1249, 1251, 1254, 1257, 1260, 1262, 1265, 1268, 1270, 1273, 1276, 1279, 1282, 1285, 1287, 1290, 1292, 1295, 1298, 1301, 1304, 1307, 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, 1412, 1416, 1418, 1420, 1422, 1424, 1426, 1429, 1432, 1435, 1438, 1441, 1444, 1447, 1450, 1453, 1456, 1459, 1462, 1465, 1468, 1471, 1474, 1477, 1480, 1483, 1486, 1489, 1492, 1495, 1498, 1501, 1504, 1507, 1510, 1513, 1516, 1519, 1522, 1525, 1528, 1531, 1534, 1537, 1540, 1543, 1546, 1549, 1552, 1555, 1558, 1561, 1563, 1566, 1569, 1572, 1574, 1577, 1579, 1581, 1583, 1586, 1590, 1593, 1595, 1597, 1599, 1601, 1604, 1607, 1610, 1613, 1616, 1619, 1622, 1625, 1628, 1631, 1634, 1637, 1640, 1643, 1646, 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, 1759, 1761, 1763, 1765, 1767, 1769, 1771, 1773, 1775, 1777, 1780, 1783, 1786, 1789, 1792, 1795, 1798, 1801, 1804, 1807, 1809, 1811, 1813, 1815, 1817, 1819, 1821, 1823, 1825, 1827, 1829, 1831, 1833, 1835, 1837, 1839, 1841, 1843, 1845, 1847, 1849, 1851, 1853, 1855, 1857, 1859, 1861, 1863, 1865, 1867, 1869, 1871, 1873, 1875, 1877, 1879, 1881, 1883, 1885, 1887, 1889, 1891, 1893, 1895, 1897, 1899, 1901, 1903, 1905, 1907, 1909, 1911, 1913, 1915, 1917, 1919, 1921, 1923, 1925, 1927, 1930, 1933, 1936, 1939, 1942, 1944, 1947, 1950, 1953, 1956, 1959, 1962, 1964, 1966, 1972, 1978, 1984, 1990, 1996, 1998, 2000, 2001, 2003, 2005, 2008, 2011, 2014, 2017, 2020, 2022, 2025, 2028, 2031, 2034, 2039, 2045, 2051, 2057, 2063, 2066, 2069, 2072, 2075, 2078, 2081, 2084, 2087, 2090, 2093, 2096, 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, 2215, 2217, 2220, 2223, 2225, 2228, 2231, 2234, 2237, 2240, 2243, 2246, 2249, 2252, 2255, 2258, 2261, 2264, 2268, 2272, 2276, 2280, 2284, 2287, 2290, 2293, 2296, 2299, 2302, 2305, 2308, 2311, 2314, 2317, 2320, 2323, 2326, 2329, 2332, 2335, 2338, 2341, 2344, 2347, 2350, 2353, 2356, 2359, 2362, 2365, 2368, 2371, 2374, 2377, 2380, 2383, 2386, 2389, 2392, 2395, 2398, 2401, 2404, 2407, 2410, 2413, 2416, 2419, 2422, 2425, 2428, 2431, 2434, 2437, 2440, 2442, 2444, 2446, 2448, 2450, 2452, 2454, 2456, 2458, 2460, 2463, 2466, 2469, 2472, 2475, 2477, 2479, 2481, 2483, 2485, 2487, 2489, 2491, 2493, 2495, 2497, 2499, 2501, 2503, 2505, 2508, 2511, 2514, 2517, 2520, 2522, 2524, 2526, 2528, 2530, 2532, 2534, 2536, 2538, 2540, 2542, 2544, 2546, 2548, 2550, 2556, 2562, 2568, 2574, 2580, 2582, 2584, 2586, 2588, 2590, 2592, 2594, 2596, 2598, 2600, 2602, 2604, 2606, 2608, 2610, 2612, 2614, 2616, 2618, 2620, 2622, 2624, 2626, 2628, 2630, 2632, 2634, 2636, 2638, 2640, 2642, 2644, 2646, 2648, 2650, 2652, 2654, 2656, 2658, 2660, 2662, 2664, 2666, 2668, 2670, 2673, 2676, 2678, 2680, 2682, 2684, 2686, 2688, 2692, 2696, 2702, 2708, 2714, 2720, 2722, 2724, 2731, 2738, 2744, 2750, 2752, 2754, 2760, 2766, 2768, 2770, 2775, 2779, 2781, 2783, 2788, 2793, 2795, 2797, 2802, 2807, 2809, 2811, 2816, 2821, 2823, 2825, 2832, 2838, 2840, 2842, 2847, 2852, 2854, 2856, 2861, 2866, 2868, 2870, 2877, 2883, 2885, 2887, 2892, 2897, 2899, 2901, 2906, 2912, 2914, 2916, 2921, 2926, 2928, 2930, 2935, 2940, 2942, 2944, 2949, 2954, 2956, 2958, 2963, 2968, 2970, 2972, 2976, 2980, 2982, 2984, 2990, 2995, 2997, 2999, 3008, 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, 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, 4372, 4375, 4378, 4381, 4384, 4387, 4390, 4393, 4396, 4399, 4402, 4405, 4408, 4411, 4414, 4417, 4420, 4423, 4426, 4429, 4432, 4435, 4438, 4441, 4444, 4447, 4450, 4453, 4456, 4459, 4462, 4465, 4468, 4471, 4474, 4477, 4480, 4483, 4486, 4489, 4492, 4495, 4497, 4499, 4502, 4505, 4509, 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, 4803, 4805, 4807, 4809, 4811, 4813, 4815, 4817, 4819, 4821, 4823, 4825, 4827, 4829, 4831, 4833, 4835, 4837, 4839, 4841, 4843, 4845, 4847, 4849, 4851, 4853, 4855, 4857, 4859, 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, 5010, 5013, 5016, 5019, 5022, 5029, 5036, 5042, 5048, 5054, 5060, 5066, 5072, 5078, 5084, 5090, 5096, 5102, 5108, 5113, 5118, 5123, 5128, 5133, 5138, 5143, 5148, 5154, 5159, 5165, 5170, 5176, 5182, 5188, 5193, 5196, 5199, 5206, 5212, 5218, 5224, 5229, 5235, 5240, 5245, 5250, 5255, 5261, 5267, 5272, 5277, 5281, 5286, 5290, 5295, 5299, 5303, 5308, 5313, 5318, 5322, 5327, 5332, 5338, 5344, 5349, 5354, 5357, 5360, 5366, 5372, 5378, 5384, 5389, 5395, 5400, 5405, 5410, 5415, 5421, 5427, 5432, 5437, 5441, 5446, 5450, 5455, 5459, 5463, 5468, 5473, 5478, 5482, 5487, 5492, 5498, 5504, 5509, 5514, 5517, 5520, 5527, 5534, 5539, 5545, 5550, 5555, 5560, 5565, 5570, 5575, 5580, 5586, 5591, 5596, 5600, 5605, 5608, 5612, 5616, 5620, 5624, 5629, 5633, 5637, 5642, 5647, 5652, 5658, 5663, 5668, 5675, 5682, 5687, 5693, 5698, 5703, 5708, 5713, 5718, 5723, 5728, 5734, 5739, 5744, 5748, 5753, 5756, 5760, 5764, 5768, 5772, 5776, 5780, 5784, 5789, 5794, 5799, 5805, 5810, 5815, 5820, 5825, 5830, 5835, 5839, 5843, 5847, 5851, 5855, 5860, 5865, 5870, 5874, 5877, 5881, 5884, 5886, 5888, 5891, 5894, 5898, 5902, 5906, 5910, 5915, 5919, 5924, 5929, 5934, 5938, 5940, 5943, 5950, 5957, 5962, 5968, 5973, 5978, 5983, 5988, 5993, 5998, 6003, 6009, 6014, 6019, 6023, 6028, 6031, 6035, 6039, 6043, 6047, 6051, 6055, 6058, 6063, 6068, 6073, 6079, 6084, 6089, 6094, 6099, 6104, 6109, 6113, 6117, 6121, 6125, 6129, 6133, 6138, 6143, 6147, 6150, 6154, 6157, 6159, 6161, 6164, 6167, 6171, 6175, 6179, 6183, 6188, 6192, 6197, 6202, 6207, 6211, 6213, 6215, 6221, 6227, 6232, 6237, 6241, 6245, 6250, 6255, 6260, 6265, 6270, 6275, 6279, 6284, 6288, 6293, 6297, 6301, 6305, 6310, 6315, 6319, 6323, 6326, 6330, 6335, 6340, 6345, 6349, 6354, 6360, 6366, 6371, 6376, 6380, 6384, 6389, 6394, 6399, 6404, 6409, 6414, 6418, 6423, 6427, 6432, 6436, 6440, 6444, 6449, 6454, 6458, 6462, 6465, 6469, 6474, 6479, 6484, 6488, 6493, 6497, 6501, 6506, 6511, 6515, 6519, 6523, 6527, 6531, 6535, 6539, 6543, 6546, 6550, 6554, 6558, 6560, 6562, 6565, 6568, 6571, 6575, 6579, 6582, 6586, 6590, 6594, 6598, 6602, 6606, 6608, 6610, 6616, 6622, 6629, 6636, 6641, 6646, 6652, 6658, 6664, 6670, 6676, 6682, 6688, 6694, 6699, 6704, 6709, 6714, 6719, 6724, 6729, 6734, 6739, 6744, 6750, 6755, 6761, 6767, 6773, 6778, 6784, 6790, 6797, 6804, 6809, 6814, 6820, 6826, 6832, 6838, 6844, 6850, 6856, 6862, 6867, 6872, 6877, 6882, 6887, 6892, 6897, 6902, 6907, 6912, 6918, 6923, 6929, 6935, 6941, 6946, 6951, 6956, 6961, 6966, 6970, 6974, 6979, 6984, 6988, 6992, 6997, 7002, 7006, 7011, 7015, 7019, 7021, 7023, 7027, 7030, 7034, 7039, 7043, 7047, 7052, 7056, 7061, 7066, 7071, 7075, 7078, 7081, 7083, 7085, 7090, 7095, 7100, 7105, 7110, 7115, 7119, 7124, 7129, 7134, 7139, 7144, 7148, 7152, 7156, 7160, 7164, 7169, 7172, 7175, 7178, 7181, 7185, 7188, 7192, 7196, 7201, 7206, 7210, 7215, 7218, 7221, 7224, 7227, 7233, 7239, 7245, 7251, 7256, 7262, 7268, 7273, 7279, 7285, 7290, 7295, 7300, 7305, 7307, 7312, 7314, 7316, 7321, 7326, 7328, 7332, 7336, 7340, 7344, 7348, 7353, 7358, 7363, 7368, 7371, 7374, 7380, 7386, 7392, 7398, 7404, 7410, 7415, 7420, 7424, 7428, 7432, 7437, 7440, 7444, 7446, 7448, 7450, 7452, 7455, 7457, 7459, 7461, 7463, 7465, 7467, 7470, 7474, 7479, 7482, 7485, 7488, 7491, 7495, 7499, 7503, 7507, 7511, 7515, 7519, 7523, 7527, 7531, 7535, 7539, 7542, 7546, 7549, 7552, 7555, 7558, 7560, 7562, 7564, 7566, 7570, 7573, 7576, 7579, 7583, 7587, 7591, 7594, 7599, 7604, 7609, 7614, 7619, 7624, 7629, 7634, 7638, 7643, 7648, 7653, 7657, 7661, 7665, 7670, 7674, 7678, 7682, 7685, 7688, 7692, 7696, 7700, 7704, 7708, 7713, 7718, 7722, 7726, 7729, 7732, 7738, 7744, 7749, 7754, 7760, 7766, 7772, 7778, 7784, 7790, 7795, 7800, 7805, 7810, 7814, 7819, 7824, 7829, 7833, 7837, 7843, 7847, 7853, 7857, 7863, 7869, 7875, 7880, 7893, 7906, 7910, 7911) # 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", "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", "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", "HONRDC1", "HONRDC2", "REFRL1X", "REFRL2X", "REFRL3X", "REFRL4X", "REFRL5X", "REFRLY1X", "REFRLY2X", "OTHLGSPK", "WHTLGSPK", "HWELLSPK", "BORNUSA", "YRSINUS", "MOPID1X", "MOPID2X", "MOPID3X", "MOPID4X", "MOPID5X", "DAPID1X", "DAPID2X", "DAPID3X", "DAPID4X", "DAPID5X", "RTHLTH1", "RTHLTH2", "RTHLTH3", "RTHLTH4", "RTHLTH5", "MNHLTH1", "MNHLTH2", "MNHLTH3", "MNHLTH4", "MNHLTH5", "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", "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", "CHEXPL4", "CHLIST4", "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", "SAQELIY1", "SAQELIY2", "ADSEX2", "ADAGE2", "ADPROX2", "ADPROX4", "ADGENH2", "ADGENH4", "ADDAYA2", "ADDAYA4", "ADCLIM2", "ADCLIM4", "ADACLS2", "ADACLS4", "ADWKLM2", "ADWKLM4", "ADEMLS2", "ADEMLS4", "ADMWCF2", "ADMWCF4", "ADPAIN2", "ADPAIN4", "ADPCFL2", "ADPCFL4", "ADENGY2", "ADENGY4", "ADPRST2", "ADPRST4", "ADSOCA2", "ADSOCA4", "VPCS2", "VPCS4", "VMCS2", "VMCS4", "VRFLAG2", "VRFLAG4", "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", "ADBRTC2", "ADMDVT2", "ADFLST2", "ADWGHD2", "ADBMI2", "ADWTAD2", "ADKALC2", "ADRNK42", "ADRNK52", "ADSTAL2", "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", "ADCMPM2", "ADCMPM4", "ADCMPY2", "ADCMPY4", "ADLANG2", "ADLANG4", "VSAQELY1", "VSAQELY2", "VACTDY3", "VAPRHT3", "VACOPD3", "VADERM3", "VAGERD3", "VAHRLS3", "VABACK3", "VAJTPN3", "VARTHR3", "VAGOUT3", "VANECK3", "VAFIBR3", "VATMD3", "VAPTSD3", "VALCOH3", "VABIPL3", "VADEPR3", "VAMOOD3", "VAPROS3", "VARHAB3", "VAMNHC3", "VAGCNS3", "VARXMD3", "VACRGV3", "VAMOBL3", "VACOST3", "VARECM3", "VAREP3", "VAWAIT3", "VALOCT3", "VANTWK3", "VANEED3", "VAOUT3", "VAPAST3", "VACOMP3", "VAMREC3", "VAGTRC3", "VACARC3", "VAPROB3", "VACARE3", "VAPACT3", "VAPCPR3", "VAPROV3", "VAPCOT3", "VAPCCO3", "VAPCRC3", "VAPCSN3", "VAPCRF3", "VAPCSO3", "VAPCOU3", "VAPCUN3", "VASPCL3", "VASPMH3", "VASPOU3", "VASPUN3", "VACMPM3", "VACMPY3", "VAPROX3", "DCSELIY1", "DCSELIY2", "DSDIA3", "DSDIA5", "DSA1C3", "DSA1C5", "DSFTY0R3", "DSFTY1R3", "DSFTY1R5", "DSFTY2R3", "DSFTY2R5", "DSFTY3R5", "DSFBY0R3", "DSFBY1R5", "DSFTNV3", "DSFTNV5", "DSEYY0R3", "DSEYY1R3", "DSEYY1R5", "DSEYY2R3", "DSEYY2R5", "DSEYY3R5", "DSEBY0R3", "DSEBY1R5", "DSEYNV3", "DSEYNV5", "DSCHY0R3", "DSCHY1R3", "DSCHY1R5", "DSCHY2R3", "DSCHY2R5", "DSCHY3R5", "DSCBY0R3", "DSCBY1R5", "DSCHNV3", "DSCHNV5", "DSFLY0R3", "DSFLY1R3", "DSFLY1R5", "DSFLY2R3", "DSFLY2R5", "DSFLY3R5", "DSVBY0R3", "DSVBY1R5", "DSFLNV3", "DSFLNV5", "DSKIDN3", "DSKIDN5", "DSEYPR3", "DSEYPR5", "DSDIET3", "DSDIET5", "DSMED3", "DSMED5", "DSINSU3", "DSINSU5", "DSCPCP3", "DSCPCP5", "DSCNPC3", "DSCNPC5", "DSCPHN3", "DSCPHN5", "DSCINT3", "DSCINT5", "DSCGRP3", "DSCGRP5", "DSCONF3", "DSCONF5", "DSPRX3", "DSPRX5", "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", "GENDRP2", "GENDRP4", "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", "DIFFWG1", "DIFFWG2", "DIFFWG3", "DIFFWG4", "DIFFWG5", "NHRWG1", "NHRWG2", "NHRWG3", "NHRWG4", "NHRWG5", "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", "INDCAT4", "INDCAT5", "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", "OCCCAT4", "OCCCAT5", "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", "INDCT4H", "INDCT5H", "OCCCT1H", "OCCCT2H", "OCCCT3H", "OCCCT4H", "OCCCT5H", "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", "TRIST1X", "TRIST2X", "TRIST3X", "TRIST4X", "TRISTY1X", "TRISTY2X", "TRIPR1X", "TRIPR2X", "TRIPR3X", "TRIPR4X", "TRIPRY1X", "TRIPRY2X", "TRIEX1X", "TRIEX2X", "TRIEX3X", "TRIEX4X", "TRIEXY1X", "TRIEXY2X", "TRILI1X", "TRILI2X", "TRILI3X", "TRILI4X", "TRILIY1X", "TRILIY2X", "TRICH1X", "TRICH2X", "TRICH3X", "TRICH4X", "TRICHY1X", "TRICHY2X", "MCRPD1", "MCRPD2", "MCRPD3", "MCRPD4", "MCRPDY1", "MCRPDY2", "MCRPD1X", "MCRPD2X", "MCRPD3X", "MCRPD4X", "MCRPDY1X", "MCRPDY2X", "MCRPB1", "MCRPB2", "MCRPB3", "MCRPB4", "MCRPBY1", "MCRPBY2", "MCRPHO1", "MCRPHO2", "MCRPHO3", "MCRPHO4", "MCRPHOY1", "MCRPHOY2", "MCDHMO1", "MCDHMO2", "MCDHMO3", "MCDHMO4", "MCDHMOY1", "MCDHMOY2", "MCDMC1", "MCDMC2", "MCDMC3", "MCDMC4", "MCDMCY1", "MCDMCY2", "PRVHMO1", "PRVHMO2", "PRVHMO3", "PRVHMO4", "PRVHMOY1", "PRVHMOY2", "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", "DENTIN4", "DENTIN5", "DNTINS1", "DNTINS3", "DNTINSY1", "DNTINSY2", "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", "TOTOPRY1", "TOTOPUY1", "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", "OBVOPRY1", "OBVOPUY1", "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", "OBDOPRY1", "OBDOPUY1", "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", "OPTOPRY1", "OPTOPUY1", "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", "OPFOPRY1", "OPFOPUY1", "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", "OPDOPRY1", "OPDOPUY1", "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", "OPVOPRY1", "OPVOPUY1", "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", "OPSOPRY1", "OPSOPUY1", "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", "ERTOPRY1", "ERTOPUY1", "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", "ERFOPRY1", "ERFOPUY1", "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", "ERDOPRY1", "ERDOPUY1", "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", "IPTOPRY1", "IPTOPUY1", "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", "IPFOPRY1", "IPFOPUY1", "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", "IPDOPRY1", "IPDOPUY1", "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", "DVTOPRY1", "DVTOPUY1", "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", "HHAOPRY1", "HHAOPUY1", "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", "HHNOPRY1", "HHNOPUY1", "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", "VISOPRY1", "VISOPUY1", "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", "OTHOPRY1", "OTHOPUY1", "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", "RXOPRY1", "RXOPUY1", "RXOSRY1", "RXOSRY2", "RXPTRY1", "RXPTRY2", "RXOTHY1", "RXOTHY2", "LONGWT", "LSAQWT", "VARSTR", "VARPSU") var_types <- c("n", "n", "c", "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", "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", 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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", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "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", 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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", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "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 ---------------------------------------------------- h217 <- 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(h217, file = "h217.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 'h217'. # You must run the 'save' command to permanently save the data to a local # folder # -----------------------------------------------------------------------------