# ----------------------------------------------------------------------------- # R programming statements for h210 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 (h210.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 'h210'. # # 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 h210.dat file.) # # meps_path <- "C:/MEPS/h210.dat" # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h210/h210ru.txt") # head(h210) # 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 h210 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/h210dat.zip" # download.file(url, temp <- tempfile()) # # meps_path <- unzip(temp, exdir = tempdir()) # source("https://meps.ahrq.gov/mepsweb/data_stats/download_data/pufs/h210/h210ru.txt") # # unlink(temp) # Unlink to delete temporary file # # head(h210) # view data # # ----------------------------------------------------------------------------- # DEFINE 'meps_path' ----------------------------------------------------------- # 'meps_path' should point to the file path of the ASCII file (h210.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/h210.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, 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, 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6209, 6214, 6220, 6225, 6230, 6235, 6240, 6244, 6248, 6251, 6255, 6259, 6263, 6268, 6273, 6277, 6281, 6284, 6288, 6294, 6299, 6304, 6309, 6315, 6320, 6325, 6330, 6336, 6341, 6345, 6349, 6353, 6358, 6362, 6366, 6371, 6376, 6380, 6384, 6388, 6392, 6394, 6396, 6398, 6401, 6405, 6409, 6414, 6418, 6421, 6423, 6428, 6432, 6437, 6442, 6447, 6451, 6453, 6455, 6461, 6467, 6472, 6477, 6481, 6485, 6490, 6495, 6500, 6505, 6510, 6515, 6520, 6524, 6528, 6532, 6535, 6539, 6543, 6548, 6553, 6557, 6562, 6566, 6570, 6574, 6578, 6582, 6587, 6592, 6597, 6602, 6608, 6614, 6619, 6624, 6628, 6632, 6637, 6642, 6647, 6652, 6657, 6662, 6667, 6671, 6675, 6679, 6682, 6686, 6690, 6695, 6700, 6704, 6708, 6712, 6716, 6720, 6724, 6728, 6733, 6738, 6742, 6747, 6751, 6756, 6761, 6766, 6770, 6774, 6778, 6782, 6786, 6790, 6794, 6798, 6802, 6806, 6809, 6813, 6815, 6817, 6820, 6822, 6825, 6829, 6833, 6837, 6840, 6843, 6847, 6850, 6854, 6858, 6862, 6866, 6868, 6870, 6876, 6882, 6889, 6896, 6901, 6906, 6912, 6918, 6924, 6930, 6936, 6942, 6948, 6954, 6959, 6964, 6968, 6972, 6977, 6982, 6987, 6992, 6997, 7002, 7007, 7011, 7016, 7021, 7027, 7033, 7039, 7044, 7050, 7056, 7063, 7070, 7075, 7080, 7086, 7092, 7098, 7104, 7110, 7116, 7122, 7128, 7133, 7138, 7142, 7146, 7151, 7156, 7161, 7166, 7171, 7176, 7181, 7185, 7190, 7195, 7201, 7207, 7212, 7217, 7222, 7227, 7233, 7239, 7243, 7247, 7252, 7257, 7261, 7266, 7271, 7276, 7281, 7286, 7290, 7294, 7297, 7299, 7302, 7305, 7308, 7312, 7316, 7320, 7323, 7327, 7332, 7337, 7342, 7347, 7352, 7357, 7360, 7363, 7365, 7367, 7372, 7377, 7382, 7387, 7392, 7397, 7401, 7405, 7409, 7414, 7419, 7424, 7428, 7432, 7436, 7440, 7443, 7446, 7450, 7454, 7457, 7460, 7464, 7468, 7472, 7476, 7479, 7483, 7488, 7493, 7497, 7501, 7504, 7507, 7510, 7513, 7519, 7525, 7531, 7537, 7543, 7548, 7553, 7558, 7564, 7570, 7575, 7580, 7585, 7590, 7594, 7596, 7600, 7604, 7609, 7614, 7616, 7618, 7622, 7626, 7631, 7634, 7638, 7642, 7647, 7652, 7657, 7662, 7665, 7668, 7673, 7678, 7683, 7688, 7693, 7698, 7703, 7708, 7711, 7714, 7718, 7722, 7726, 7731, 7733, 7735, 7737, 7739, 7741, 7744, 7746, 7748, 7751, 7754, 7756, 7758, 7762, 7767, 7771, 7775, 7779, 7784, 7787, 7790, 7794, 7799, 7803, 7808, 7812, 7816, 7819, 7823, 7827, 7832, 7836, 7840, 7844, 7847, 7850, 7853, 7856, 7859, 7862, 7865, 7867, 7870, 7873, 7877, 7880, 7883, 7886, 7890, 7894, 7898, 7901, 7905, 7910, 7915, 7920, 7925, 7930, 7935, 7940, 7945, 7950, 7955, 7960, 7965, 7969, 7973, 7977, 7981, 7983, 7987, 7989, 7993, 7997, 8002, 8006, 8010, 8013, 8017, 8021, 8025, 8030, 8035, 8039, 8043, 8046, 8049, 8055, 8061, 8066, 8071, 8077, 8083, 8088, 8094, 8100, 8106, 8111, 8116, 8121, 8126, 8131, 8136, 8141, 8146, 8151, 8155, 8160, 8165, 8170, 8175, 8179, 8184, 8190, 8196, 8201, 8206, 8207, 8211, 8224) 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, 73, 76, 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, 151, 154, 157, 160, 163, 166, 169, 171, 173, 174, 176, 178, 180, 182, 184, 186, 188, 190, 192, 194, 196, 198, 200, 202, 204, 206, 208, 212, 216, 220, 224, 228, 230, 232, 234, 236, 238, 242, 246, 250, 254, 258, 260, 262, 266, 270, 272, 274, 276, 278, 279, 281, 283, 285, 287, 289, 291, 293, 295, 297, 299, 300, 302, 304, 306, 308, 310, 312, 314, 316, 318, 320, 322, 324, 326, 328, 330, 332, 334, 336, 338, 340, 342, 344, 346, 348, 352, 353, 354, 356, 357, 358, 359, 360, 361, 362, 364, 366, 368, 370, 372, 374, 376, 379, 382, 385, 388, 391, 394, 397, 399, 401, 404, 407, 410, 412, 414, 417, 420, 422, 424, 426, 428, 430, 432, 434, 436, 438, 440, 442, 444, 446, 448, 451, 454, 456, 458, 460, 462, 464, 466, 468, 470, 472, 475, 477, 479, 481, 484, 486, 489, 492, 495, 498, 501, 504, 507, 510, 513, 516, 518, 520, 522, 524, 526, 528, 530, 532, 534, 536, 538, 541, 543, 545, 547, 549, 551, 554, 556, 558, 560, 563, 565, 567, 569, 572, 574, 576, 578, 581, 583, 585, 587, 589, 592, 594, 596, 598, 601, 603, 605, 607, 609, 611, 614, 616, 618, 620, 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, 673, 675, 677, 679, 681, 683, 685, 688, 690, 692, 694, 697, 699, 701, 703, 705, 707, 710, 712, 715, 717, 719, 722, 724, 727, 729, 732, 734, 736, 738, 741, 743, 745, 747, 749, 751, 753, 755, 757, 759, 761, 763, 765, 767, 769, 771, 773, 775, 777, 779, 781, 783, 785, 787, 789, 791, 793, 795, 797, 799, 801, 803, 805, 807, 809, 811, 813, 815, 817, 819, 821, 823, 825, 827, 829, 831, 833, 835, 837, 839, 841, 843, 845, 847, 849, 851, 853, 855, 858, 860, 863, 865, 867, 869, 871, 873, 876, 878, 880, 882, 884, 886, 889, 891, 893, 895, 897, 899, 902, 904, 906, 908, 910, 912, 915, 917, 919, 921, 923, 925, 927, 929, 931, 933, 935, 937, 939, 941, 943, 945, 947, 949, 951, 953, 955, 957, 959, 961, 963, 965, 967, 969, 971, 973, 975, 977, 979, 982, 984, 986, 988, 991, 993, 995, 1000, 1005, 1007, 1010, 1012, 1014, 1016, 1018, 1020, 1023, 1025, 1027, 1029, 1032, 1034, 1036, 1038, 1040, 1042, 1044, 1046, 1049, 1051, 1053, 1055, 1057, 1059, 1061, 1063, 1066, 1068, 1070, 1072, 1075, 1077, 1079, 1081, 1084, 1086, 1088, 1090, 1092, 1094, 1096, 1098, 1100, 1103, 1106, 1108, 1111, 1113, 1116, 1118, 1121, 1123, 1126, 1128, 1131, 1133, 1136, 1138, 1141, 1143, 1146, 1148, 1151, 1153, 1156, 1158, 1161, 1163, 1166, 1168, 1171, 1176, 1182, 1187, 1193, 1195, 1197, 1199, 1202, 1204, 1207, 1209, 1212, 1214, 1217, 1219, 1222, 1224, 1227, 1229, 1232, 1234, 1237, 1239, 1242, 1244, 1247, 1250, 1253, 1256, 1259, 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, 1356, 1358, 1360, 1362, 1364, 1366, 1368, 1370, 1372, 1374, 1376, 1378, 1380, 1382, 1384, 1386, 1388, 1390, 1392, 1394, 1396, 1398, 1400, 1402, 1405, 1409, 1413, 1415, 1417, 1419, 1421, 1424, 1427, 1430, 1433, 1436, 1439, 1442, 1445, 1448, 1451, 1454, 1457, 1460, 1463, 1466, 1469, 1472, 1475, 1478, 1481, 1484, 1487, 1490, 1493, 1496, 1499, 1502, 1505, 1508, 1511, 1514, 1517, 1520, 1523, 1525, 1528, 1531, 1534, 1537, 1540, 1543, 1546, 1549, 1552, 1554, 1557, 1559, 1562, 1564, 1567, 1570, 1573, 1576, 1579, 1583, 1586, 1588, 1590, 1592, 1594, 1597, 1599, 1601, 1604, 1606, 1609, 1612, 1614, 1617, 1619, 1622, 1624, 1626, 1629, 1631, 1634, 1637, 1639, 1642, 1644, 1647, 1649, 1651, 1654, 1656, 1659, 1662, 1664, 1667, 1669, 1672, 1674, 1676, 1679, 1681, 1684, 1687, 1689, 1692, 1694, 1697, 1699, 1702, 1704, 1707, 1709, 1712, 1714, 1717, 1719, 1722, 1724, 1726, 1728, 1730, 1732, 1734, 1736, 1738, 1740, 1742, 1744, 1747, 1749, 1752, 1754, 1756, 1758, 1760, 1762, 1766, 1768, 1770, 1772, 1774, 1776, 1778, 1780, 1782, 1784, 1786, 1788, 1790, 1792, 1794, 1796, 1798, 1800, 1802, 1804, 1806, 1808, 1810, 1812, 1814, 1816, 1818, 1820, 1822, 1824, 1826, 1828, 1830, 1832, 1834, 1836, 1838, 1840, 1842, 1844, 1846, 1848, 1850, 1852, 1854, 1856, 1858, 1860, 1862, 1864, 1866, 1868, 1870, 1872, 1874, 1876, 1878, 1880, 1882, 1884, 1886, 1888, 1890, 1892, 1894, 1896, 1898, 1900, 1902, 1904, 1906, 1908, 1910, 1912, 1914, 1916, 1918, 1920, 1922, 1924, 1926, 1928, 1930, 1932, 1934, 1936, 1938, 1940, 1942, 1944, 1946, 1948, 1950, 1952, 1954, 1956, 1958, 1960, 1962, 1964, 1966, 1968, 1970, 1972, 1974, 1976, 1978, 1981, 1983, 1986, 1988, 1991, 1993, 1995, 1997, 1999, 2001, 2003, 2005, 2007, 2009, 2011, 2013, 2015, 2017, 2019, 2021, 2023, 2025, 2027, 2029, 2031, 2033, 2035, 2037, 2039, 2041, 2043, 2045, 2047, 2049, 2051, 2053, 2055, 2057, 2059, 2061, 2063, 2065, 2067, 2069, 2071, 2073, 2075, 2077, 2079, 2081, 2083, 2085, 2087, 2089, 2091, 2093, 2095, 2097, 2099, 2101, 2103, 2105, 2107, 2109, 2111, 2113, 2115, 2117, 2119, 2121, 2123, 2125, 2127, 2129, 2131, 2133, 2135, 2137, 2139, 2141, 2143, 2145, 2147, 2149, 2151, 2153, 2155, 2157, 2159, 2161, 2163, 2165, 2167, 2169, 2171, 2173, 2175, 2177, 2179, 2182, 2185, 2188, 2190, 2192, 2194, 2196, 2199, 2202, 2205, 2207, 2209, 2215, 2221, 2227, 2233, 2239, 2241, 2243, 2244, 2246, 2248, 2250, 2252, 2255, 2258, 2261, 2263, 2265, 2268, 2271, 2274, 2279, 2285, 2291, 2297, 2303, 2306, 2309, 2312, 2315, 2318, 2320, 2322, 2325, 2328, 2331, 2333, 2335, 2338, 2341, 2344, 2346, 2348, 2351, 2354, 2357, 2359, 2361, 2364, 2367, 2370, 2372, 2374, 2377, 2380, 2383, 2385, 2387, 2390, 2393, 2396, 2399, 2402, 2405, 2408, 2411, 2413, 2415, 2418, 2421, 2424, 2426, 2428, 2431, 2434, 2437, 2439, 2441, 2444, 2446, 2448, 2450, 2452, 2455, 2458, 2460, 2462, 2465, 2468, 2470, 2472, 2475, 2478, 2481, 2485, 2489, 2493, 2497, 2501, 2503, 2506, 2508, 2510, 2513, 2516, 2519, 2521, 2523, 2526, 2529, 2532, 2534, 2536, 2539, 2542, 2545, 2547, 2549, 2552, 2555, 2558, 2560, 2562, 2565, 2568, 2571, 2573, 2575, 2578, 2581, 2584, 2586, 2588, 2591, 2594, 2597, 2599, 2601, 2604, 2607, 2610, 2612, 2614, 2617, 2620, 2623, 2625, 2627, 2630, 2633, 2636, 2638, 2640, 2642, 2644, 2646, 2648, 2650, 2652, 2654, 2656, 2659, 2662, 2665, 2668, 2671, 2673, 2675, 2677, 2679, 2681, 2683, 2685, 2687, 2689, 2691, 2693, 2695, 2697, 2699, 2701, 2704, 2707, 2710, 2713, 2716, 2718, 2720, 2722, 2724, 2726, 2728, 2730, 2732, 2734, 2736, 2738, 2740, 2742, 2744, 2746, 2752, 2758, 2764, 2770, 2776, 2778, 2780, 2782, 2784, 2786, 2788, 2790, 2792, 2794, 2796, 2798, 2800, 2802, 2804, 2806, 2808, 2810, 2812, 2814, 2816, 2818, 2820, 2822, 2824, 2826, 2828, 2830, 2832, 2834, 2836, 2838, 2840, 2842, 2844, 2846, 2848, 2850, 2852, 2854, 2856, 2858, 2860, 2862, 2864, 2866, 2869, 2872, 2874, 2876, 2878, 2880, 2882, 2884, 2888, 2892, 2898, 2905, 2911, 2918, 2920, 2922, 2929, 2937, 2943, 2949, 2951, 2953, 2959, 2965, 2967, 2969, 2973, 2977, 2979, 2981, 2986, 2991, 2993, 2995, 3000, 3005, 3007, 3009, 3015, 3020, 3022, 3024, 3031, 3038, 3040, 3042, 3047, 3052, 3054, 3056, 3061, 3066, 3068, 3070, 3076, 3083, 3085, 3087, 3092, 3097, 3099, 3101, 3107, 3112, 3114, 3116, 3121, 3126, 3128, 3130, 3135, 3140, 3142, 3144, 3150, 3155, 3157, 3159, 3164, 3169, 3171, 3173, 3178, 3183, 3185, 3187, 3192, 3198, 3200, 3202, 3211, 3220, 3222, 3224, 3226, 3228, 3230, 3232, 3234, 3236, 3238, 3240, 3242, 3244, 3246, 3248, 3250, 3252, 3254, 3256, 3258, 3260, 3262, 3264, 3266, 3268, 3270, 3272, 3274, 3276, 3278, 3280, 3282, 3284, 3286, 3288, 3290, 3292, 3294, 3296, 3298, 3300, 3302, 3304, 3306, 3308, 3310, 3312, 3314, 3316, 3318, 3320, 3322, 3324, 3326, 3328, 3330, 3332, 3334, 3336, 3338, 3340, 3342, 3344, 3346, 3348, 3350, 3352, 3354, 3356, 3358, 3360, 3362, 3364, 3366, 3368, 3370, 3372, 3374, 3376, 3378, 3380, 3382, 3384, 3386, 3388, 3390, 3392, 3394, 3396, 3398, 3400, 3402, 3404, 3406, 3408, 3410, 3412, 3414, 3416, 3418, 3420, 3422, 3424, 3426, 3428, 3430, 3432, 3434, 3436, 3438, 3440, 3442, 3444, 3446, 3448, 3450, 3452, 3454, 3456, 3458, 3460, 3462, 3464, 3466, 3468, 3470, 3472, 3474, 3476, 3478, 3480, 3482, 3484, 3486, 3488, 3490, 3492, 3494, 3496, 3498, 3500, 3502, 3504, 3506, 3508, 3510, 3512, 3514, 3516, 3518, 3520, 3522, 3524, 3526, 3528, 3530, 3532, 3534, 3536, 3538, 3540, 3542, 3544, 3546, 3548, 3550, 3552, 3554, 3556, 3558, 3560, 3562, 3564, 3566, 3568, 3570, 3572, 3574, 3576, 3578, 3580, 3582, 3584, 3586, 3588, 3590, 3592, 3594, 3596, 3598, 3600, 3602, 3604, 3606, 3608, 3610, 3612, 3614, 3616, 3618, 3620, 3622, 3624, 3626, 3628, 3630, 3632, 3634, 3636, 3638, 3640, 3642, 3644, 3646, 3648, 3650, 3652, 3654, 3656, 3658, 3660, 3662, 3664, 3666, 3668, 3670, 3672, 3674, 3676, 3678, 3680, 3682, 3684, 3686, 3688, 3690, 3692, 3694, 3696, 3698, 3700, 3702, 3704, 3706, 3708, 3710, 3712, 3714, 3716, 3718, 3720, 3722, 3724, 3726, 3728, 3730, 3732, 3734, 3736, 3738, 3740, 3742, 3744, 3746, 3748, 3750, 3752, 3754, 3756, 3758, 3760, 3762, 3764, 3766, 3768, 3770, 3772, 3774, 3776, 3778, 3780, 3782, 3784, 3786, 3788, 3790, 3792, 3794, 3796, 3798, 3800, 3802, 3804, 3806, 3808, 3810, 3812, 3814, 3816, 3818, 3820, 3822, 3824, 3826, 3828, 3830, 3832, 3834, 3836, 3838, 3840, 3842, 3844, 3846, 3848, 3850, 3852, 3854, 3856, 3858, 3860, 3862, 3864, 3866, 3868, 3870, 3872, 3874, 3876, 3878, 3880, 3882, 3884, 3886, 3888, 3890, 3892, 3894, 3896, 3898, 3900, 3902, 3904, 3906, 3908, 3910, 3912, 3914, 3916, 3918, 3920, 3922, 3924, 3926, 3928, 3930, 3932, 3934, 3936, 3938, 3940, 3942, 3944, 3946, 3948, 3950, 3952, 3954, 3956, 3958, 3960, 3962, 3964, 3966, 3968, 3970, 3972, 3974, 3976, 3978, 3980, 3982, 3984, 3986, 3988, 3990, 3992, 3994, 3996, 3998, 4000, 4002, 4004, 4006, 4008, 4010, 4012, 4014, 4016, 4018, 4020, 4022, 4024, 4026, 4028, 4030, 4032, 4034, 4036, 4038, 4040, 4042, 4044, 4046, 4048, 4050, 4052, 4054, 4056, 4058, 4060, 4062, 4064, 4066, 4068, 4070, 4072, 4074, 4076, 4078, 4080, 4082, 4084, 4086, 4088, 4090, 4092, 4094, 4096, 4098, 4100, 4102, 4104, 4106, 4108, 4110, 4112, 4114, 4116, 4118, 4120, 4122, 4124, 4126, 4128, 4130, 4132, 4134, 4136, 4138, 4140, 4142, 4144, 4146, 4148, 4150, 4152, 4154, 4156, 4158, 4160, 4162, 4164, 4166, 4168, 4170, 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, 4527, 4530, 4532, 4535, 4537, 4539, 4542, 4545, 4547, 4550, 4552, 4554, 4557, 4560, 4562, 4565, 4567, 4569, 4572, 4575, 4577, 4580, 4582, 4584, 4587, 4590, 4592, 4595, 4597, 4599, 4602, 4605, 4607, 4610, 4612, 4614, 4617, 4620, 4622, 4625, 4627, 4629, 4631, 4634, 4638, 4646, 4648, 4650, 4652, 4654, 4656, 4658, 4660, 4662, 4666, 4668, 4670, 4672, 4674, 4676, 4678, 4680, 4682, 4684, 4686, 4688, 4690, 4692, 4694, 4696, 4698, 4700, 4702, 4704, 4708, 4710, 4712, 4714, 4716, 4718, 4720, 4722, 4724, 4726, 4728, 4730, 4732, 4734, 4736, 4738, 4740, 4742, 4744, 4746, 4748, 4750, 4752, 4754, 4756, 4758, 4760, 4762, 4764, 4766, 4768, 4770, 4772, 4774, 4776, 4778, 4780, 4782, 4784, 4786, 4788, 4790, 4792, 4794, 4796, 4798, 4800, 4802, 4804, 4806, 4808, 4810, 4812, 4814, 4816, 4818, 4820, 4822, 4824, 4826, 4828, 4830, 4832, 4834, 4836, 4838, 4840, 4842, 4844, 4846, 4848, 4850, 4852, 4854, 4856, 4858, 4860, 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, 5163, 5166, 5169, 5176, 5183, 5189, 5195, 5201, 5207, 5213, 5219, 5225, 5231, 5237, 5243, 5249, 5255, 5260, 5265, 5270, 5275, 5280, 5285, 5290, 5295, 5300, 5305, 5310, 5315, 5321, 5326, 5332, 5338, 5344, 5349, 5352, 5355, 5362, 5369, 5375, 5381, 5386, 5392, 5398, 5404, 5410, 5415, 5421, 5427, 5432, 5437, 5442, 5447, 5451, 5456, 5461, 5465, 5470, 5475, 5480, 5485, 5489, 5493, 5498, 5503, 5509, 5515, 5520, 5525, 5528, 5531, 5537, 5544, 5550, 5556, 5561, 5567, 5573, 5579, 5584, 5589, 5595, 5601, 5606, 5611, 5616, 5621, 5625, 5630, 5635, 5639, 5644, 5649, 5654, 5659, 5663, 5667, 5671, 5676, 5682, 5688, 5693, 5698, 5700, 5702, 5709, 5716, 5722, 5728, 5733, 5738, 5743, 5748, 5753, 5759, 5764, 5770, 5775, 5780, 5784, 5788, 5791, 5795, 5799, 5804, 5809, 5814, 5819, 5823, 5827, 5831, 5837, 5842, 5847, 5853, 5859, 5864, 5871, 5878, 5884, 5890, 5895, 5900, 5905, 5910, 5915, 5921, 5926, 5932, 5937, 5942, 5946, 5950, 5953, 5957, 5961, 5966, 5971, 5976, 5981, 5985, 5989, 5993, 5999, 6004, 6009, 6015, 6021, 6026, 6031, 6036, 6042, 6047, 6051, 6055, 6059, 6064, 6068, 6072, 6077, 6082, 6086, 6091, 6095, 6099, 6101, 6103, 6105, 6108, 6112, 6116, 6121, 6125, 6128, 6130, 6135, 6139, 6144, 6149, 6154, 6158, 6160, 6162, 6169, 6176, 6182, 6188, 6193, 6198, 6203, 6208, 6213, 6219, 6224, 6229, 6234, 6239, 6243, 6247, 6250, 6254, 6258, 6262, 6267, 6272, 6276, 6280, 6283, 6287, 6293, 6298, 6303, 6308, 6314, 6319, 6324, 6329, 6335, 6340, 6344, 6348, 6352, 6357, 6361, 6365, 6370, 6375, 6379, 6383, 6387, 6391, 6393, 6395, 6397, 6400, 6404, 6408, 6413, 6417, 6420, 6422, 6427, 6431, 6436, 6441, 6446, 6450, 6452, 6454, 6460, 6466, 6471, 6476, 6480, 6484, 6489, 6494, 6499, 6504, 6509, 6514, 6519, 6523, 6527, 6531, 6534, 6538, 6542, 6547, 6552, 6556, 6561, 6565, 6569, 6573, 6577, 6581, 6586, 6591, 6596, 6601, 6607, 6613, 6618, 6623, 6627, 6631, 6636, 6641, 6646, 6651, 6656, 6661, 6666, 6670, 6674, 6678, 6681, 6685, 6689, 6694, 6699, 6703, 6707, 6711, 6715, 6719, 6723, 6727, 6732, 6737, 6741, 6746, 6750, 6755, 6760, 6765, 6769, 6773, 6777, 6781, 6785, 6789, 6793, 6797, 6801, 6805, 6808, 6812, 6814, 6816, 6819, 6821, 6824, 6828, 6832, 6836, 6839, 6842, 6846, 6849, 6853, 6857, 6861, 6865, 6867, 6869, 6875, 6881, 6888, 6895, 6900, 6905, 6911, 6917, 6923, 6929, 6935, 6941, 6947, 6953, 6958, 6963, 6967, 6971, 6976, 6981, 6986, 6991, 6996, 7001, 7006, 7010, 7015, 7020, 7026, 7032, 7038, 7043, 7049, 7055, 7062, 7069, 7074, 7079, 7085, 7091, 7097, 7103, 7109, 7115, 7121, 7127, 7132, 7137, 7141, 7145, 7150, 7155, 7160, 7165, 7170, 7175, 7180, 7184, 7189, 7194, 7200, 7206, 7211, 7216, 7221, 7226, 7232, 7238, 7242, 7246, 7251, 7256, 7260, 7265, 7270, 7275, 7280, 7285, 7289, 7293, 7296, 7298, 7301, 7304, 7307, 7311, 7315, 7319, 7322, 7326, 7331, 7336, 7341, 7346, 7351, 7356, 7359, 7362, 7364, 7366, 7371, 7376, 7381, 7386, 7391, 7396, 7400, 7404, 7408, 7413, 7418, 7423, 7427, 7431, 7435, 7439, 7442, 7445, 7449, 7453, 7456, 7459, 7463, 7467, 7471, 7475, 7478, 7482, 7487, 7492, 7496, 7500, 7503, 7506, 7509, 7512, 7518, 7524, 7530, 7536, 7542, 7547, 7552, 7557, 7563, 7569, 7574, 7579, 7584, 7589, 7593, 7595, 7599, 7603, 7608, 7613, 7615, 7617, 7621, 7625, 7630, 7633, 7637, 7641, 7646, 7651, 7656, 7661, 7664, 7667, 7672, 7677, 7682, 7687, 7692, 7697, 7702, 7707, 7710, 7713, 7717, 7721, 7725, 7730, 7732, 7734, 7736, 7738, 7740, 7743, 7745, 7747, 7750, 7753, 7755, 7757, 7761, 7766, 7770, 7774, 7778, 7783, 7786, 7789, 7793, 7798, 7802, 7807, 7811, 7815, 7818, 7822, 7826, 7831, 7835, 7839, 7843, 7846, 7849, 7852, 7855, 7858, 7861, 7864, 7866, 7869, 7872, 7876, 7879, 7882, 7885, 7889, 7893, 7897, 7900, 7904, 7909, 7914, 7919, 7924, 7929, 7934, 7939, 7944, 7949, 7954, 7959, 7964, 7968, 7972, 7976, 7980, 7982, 7986, 7988, 7992, 7996, 8001, 8005, 8009, 8012, 8016, 8020, 8024, 8029, 8034, 8038, 8042, 8045, 8048, 8054, 8060, 8065, 8070, 8076, 8082, 8087, 8093, 8099, 8105, 8110, 8115, 8120, 8125, 8130, 8135, 8140, 8145, 8150, 8154, 8159, 8164, 8169, 8174, 8178, 8183, 8189, 8195, 8200, 8205, 8206, 8210, 8223, 8236) # 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", "HONRDC3", "HONRDC4", "REFRL1X", "REFRL2X", "REFRL3X", "REFRL4X", "REFRL5X", "REFRLY1X", "REFRLY2X", "OTHLANG", "LANGSPK", "HWELLSPE", "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", "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", "DIABDXY2_M18", "DIABAGY1", "DIABAGY2", "JTPAIN1", "JTPAIN3_M18", "ARTHDXY1", "ARTHDXY2", "ARTHTPY1", "ARTHTPY2", "ARTHAGY1", "ARTHAGY2", "ASTHDXY1", "ASTHDXY2", "ASTHAGY1", "ASTHAGY2", "ASSTIL1", "ASSTIL3", "ASATAK1", "ASATAK3", "ASTHEP1", "ASTHEP3", "ASACUT3", "ASMRCN3", "ASPREV3", "ASDALY3", "ASPKFL3", "ASEVFL3", "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", "DEAF2", "DFSEE2", "DFSEE4", "BLIND2", "DFCOG2", "DFCOG4", "DFWLKC2", "DFWLKC4", "DFDRSB2", "DFDRSB4", "DFERND2", "DFERND4", "HEARAD2", "WRGLAS2", "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", "MOMPRO2", "DADPRO2", "UNHAP2", "SCHLBH2", "HAVFUN2", "ADUPRO2", "NERVAF2", "SIBPRO2", "KIDPRO2", "SPRPRO2", "SCHPRO2", "HOMEBH2", "TRBLE2", "CHILCR2", "CHILWW2", "CHRTCR2", "CHRTWW2", "CHAPPT2", "CHNDCR2", "CHENEC2", "CHLIST2", "CHEXPL2", "CHRESP2", "CHPRTM2", "CHHECR2", "CHSPEC2", "CHEYRE2", "MESHGT2", "MESHGT4", "WHNHGT2", "WHNHGT4", "MESWGT2", "MESWGT4", "WHNWGT2", "WHNWGT4", "CHBMIX2", "CHBMIX4", "MESVIS2", "MESVIS4", "MESBPR2", "WHNBPR2", "DENTAL2", "WHNDEN2", "EATHLT2", "EATHLT4", "WHNEAT2", "WHNEAT4", "PHYSCL2", "PHYSCL4", "WHNPHY2", "WHNPHY4", "SAFEST2", "SAFEST4", "WHNSAF2", "WHNSAF4", "BOOST2", "BOOST4", "WHNBST2", "WHNBST4", "LAPBLT2", "LAPBLT4", "WHNLAP2", "WHNLAP4", "HELMET2", "HELMET4", "WHNHEL2", "WHNHEL4", "NOSMOK2", "NOSMOK4", "WHNSMK2", "WHNSMK4", "TIMALN2", "TIMALN4", "LSTETH3", "LSTETH5", "PHYEXE3", "PHYEXE5", "OFTSMK3", "OFTSMK5", "SAQELIY1", "SAQELIY2", "ADSEX4", "ADAGE4", "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", "ADBRTC4", "ADMDVT4", "ADFLST4", "ADWGHD4", "ADBMI4", "ADWTAD4", "ADKALC4", "ADRNK54", "ADRNK44", "ADSTAL4", "ADTBAC4", "ADOFTB4", "ADQTTB4", "ADQTMD4", "ADQTHP4", "ADMOOD4", "ADBPCK4", "ADCHLC4", "ADPNEU4", "ADSHNG4", "ADNOAP4", "ADDSCU4", "ADCOLN4", "ADCLNS4", "ADSGMD4", "ADBLDS4", "ADPROS4", "ADPSAG4", "ADUTRM4", "ADPAP4", "ADPAPG4", "ADOSTP4", "ADBNDN4", "ADBRST4", "ADMMGR4", "ADINSA2", "ADINSB2", "ADRISK2", "ADOVER2", "ADILCR2", "ADILWW2", "ADRTCR2", "ADRTWW2", "ADAPPT2", "ADHECR2", "ADINST2", "ADEZUN2", "ADTLHW2", "ADFFRM2", "ADFHLP2", "ADEXPL2", "ADLIST2", "ADRESP2", "ADPRTM2", "ADSMOK2", "ADNSMK2", "ADSPCL2", "ADSNSP2", "ADCMPM2", "ADCMPM4", "ADCMPY2", "ADCMPY4", "ADLANG2", "ADLANG4", "VSAQELY2", "VACTDY5", "VAPRHT5", "VACOPD5", "VADERM5", "VAGERD5", "VAHRLS5", "VABACK5", "VAJTPN5", "VARTHR5", "VAGOUT5", "VANECK5", "VATMD5", "VAPTSD5", "VALCOH5", "VABIPL5", "VADEPR5", "VAMOOD5", "VAPROS5", "VARHAB5", "VAMNHC5", "VAGCNS5", "VARXMD5", "VACRGV5", "VAMOBL5", "VACOST5", "VARECM5", "VAREP5", "VAWAIT5", "VALOCT5", "VANTWK5", "VANEED5", "VAOUT5", "VAPAST5", "VACOMP5", "VAMREC5", "VAGTRC5", "VACARC5", "VAPROB5", "VACARE5", "VAPACT5", "VAPCPR5", "VAPROV5", "VAPCOT5", "VAPCCO5", "VAPCRC5", "VAPCSN5", "VAPCRF5", "VAPCSO5", "VAPCOU5", "VAPCUN5", "VASPCL5", "VASPMH5", "VASPOU5", "VASPUN5", "VACMPM5", "VACMPY5", "VAPROX5", "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", "CCNRDI1", "CDIAG1", "CTRTMT1", "CLSTRT1", "CBCK1", "CBCKYR1", "CFTRT1", "CWRKP1", "CTMOFF1", "CWYCNG1", "CEXTM1", "CEXTDI1", "CEXTRT1", "CEXTLT1", "CEXTMT1", "CNPTLD1", "CNGFLX1", "CPROM1", "CERET1", "CPTASK1", "CMTASK1", "CLPROD1", "CFRET1", "CLHINS1", "CCLHIN1", "CSLHIN1", "CFMEM1", "CFMSPS1", "CFMCHD1", "CFMSIB1", "CFMPAR1", "CFMREL1", "CFMFND1", "CFMOTR1", "CFMTOF1", "CFM2MT1", "CINCOV1", "CINPRV1", "CINMDC1", "CINMDG1", "CINMDA1", "CINMLT1", "CINIHS1", "CINSHP1", "CINOGP1", "CINSSP1", "CINNCV1", "CINNOC1", "CINADQ1", "CINCMP1", "CINDIF1", "CINAFD1", "CNCMED1", "CNCTRP1", "CNCLOD1", "CNCCHD1", "CNCHME1", "CNCNON1", "CNCNTS1", "CFNDBT1", "CFNAMT1", "CFNVAC1", "CFNPUR1", "CFNSPD1", "CFNSAV1", "CFNLIV1", "CFNOTH1", "CFNUNB1", "CFNBNK1", "CFNPMT1", "CFNSTB1", "CFNINC1", "CMCFUP1", "CMCEFF1", "CMCPSY1", "CMCSTY1", "CMCOST1", "CMCTRT1", "CDLPRS1", "CDLVST1", "CDLTRT1", "CDLFUP1", "CDLMNT1", "CDLOTH1", "CMCNEC1", "CMNAFF1", "CMNINS1", "CMNACC1", "CMNOFF1", "CMNTIM1", "CMNPLC1", "CMNCRE1", "CMNLNG1", "CEFACT1", "CEFLCT1", "CEFOG1", "CEFMTL1", "CEFUND1", "CEFBCK1", "CEFSTG1", "CEFCOP1", "CEFPOS1", "CEFHLT1", "CEFPHL1", "CEFPAC1", "CEFPIN1", "CEFFTG1", "CEFQLF1", "CEFMHL1", "CEFRLT1", "CEFMPR1", "DDNWRKY1", "DDNWRKY2", "OTHDYSY1", "OTHDYSY2", "OTHNDDY1", "OTHNDDY2", "ACCELI2", "ACCELI4", "HAVEUS2", "HAVEUS4", "PRACTP4", "YNOUSC2", "YNOUSC4_M18", "NOREAS2", "SELDSI2", "NEWARE2", "DKWHRU2", "USCNOT2", "PERSLA2", "DIFFPL2", "INSRPL2", "MYSELF2", "CARECO2", "NOHINS2", "OTHINS2", "JOBRSN2", "NEWDOC2", "DOCELS2", "NOLIKE2", "HEALTH2", "KNOWDR2", "NOGODR2", "TRANS2", "CLINIC2", "OTHREA2", "PROVTY2", "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", "MINORP2", "PREVEN2", "REFFRL2", "ONGONG2", "PHNREG2", "PHNREG4", "OFFHOU2", "OFFHOU4", "AFTHOU2", "AFTHOU4", "TREATM2", "TREATM4", "RESPCT2", "DECIDE2", "DECIDE4", "EXPLOP2", "EXPLOP4", "PRVSPK2", "PRVSPK4", "DLAYCA4", "AFRDCA4", "DLAYDN4", "AFRDDN4", "DLAYPM4", "AFRDPM4", "MDUNAB2", "MDUNRS2", "MDDLAY2", "MDDLRS2", "DNUNAB2", "DNUNRS2", "DNDLAY2", "DNDLRS2", "PMUNAB2", "PMUNRS2", "PMDLAY2", "PMDLRS2", "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", "GVAJAY2", "GVAFEY2", "GVAMAY2", "GVAAPY2", "GVAMYY2", "GVAJUY2", "GVAJLY2", "GVAAUY2", "GVASEY2", "GVAOCY2", "GVANOY2", "GVADEY2", "GVBJAY2", "GVBFEY2", "GVBMAY2", "GVBAPY2", "GVBMYY2", "GVBJUY2", "GVBJLY2", "GVBAUY2", "GVBSEY2", "GVBOCY2", "GVBNOY2", "GVBDEY2", "GVCJAY2", "GVCFEY2", "GVCMAY2", "GVCAPY2", "GVCMYY2", "GVCJUY2", "GVCJLY2", "GVCAUY2", "GVCSEY2", "GVCOCY2", "GVCNOY2", "GVCDEY2", "VAPJAY2", "VAPFEY2", "VAPMAY2", "VAPAPY2", "VAPMYY2", "VAPJUY2", "VAPJLY2", "VAPAUY2", "VAPSEY2", "VAPOCY2", "VAPNOY2", "VAPDEY2", "IHSJAY2", "IHSFEY2", "IHSMAY2", "IHSAPY2", "IHSMYY2", "IHSJUY2", "IHSJLY2", "IHSAUY2", "IHSSEY2", "IHSOCY2", "IHSNOY2", "IHSDEY2", "OPAJAY1", "OPAFEY1", "OPAMAY1", "OPAAPY1", "OPAMYY1", "OPAJUY1", "OPAJLY1", "OPAAUY1", "OPASEY1", "OPAOCY1", "OPANOY1", "OPADEY1", "OPBJAY1", "OPBFEY1", "OPBMAY1", "OPBAPY1", "OPBMYY1", "OPBJUY1", "OPBJLY1", "OPBAUY1", "OPBSEY1", "OPBOCY1", "OPBNOY1", "OPBDEY1", "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", "POEJAY2", "POEFEY2", "POEMAY2", "POEAPY2", "POEMYY2", "POEJUY2", "POEJLY2", "POEAUY2", "POESEY2", "POEOCY2", "POENOY2", "POEDEY2", "PNEJAY2", "PNEFEY2", "PNEMAY2", "PNEAPY2", "PNEMYY2", "PNEJUY2", "PNEJLY2", "PNEAUY2", "PNESEY2", "PNEOCY2", "PNENOY2", "PNEDEY2", "PRSJAY1", "PRSFEY1", "PRSMAY1", "PRSAPY1", "PRSMYY1", "PRSJUY1", "PRSJLY1", "PRSAUY1", "PRSSEY1", "PRSOCY1", "PRSNOY1", "PRSDEY1", "POUJAY1", "POUFEY1", "POUMAY1", "POUAPY1", "POUMYY1", "POUJUY1", "POUJLY1", "POUAUY1", "POUSEY1", "POUOCY1", "POUNOY1", "POUDEY1", "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", "HPSJAY1", "HPSFEY1", "HPSMAY1", "HPSAPY1", "HPSMYY1", "HPSJUY1", "HPSJLY1", "HPSAUY1", "HPSSEY1", "HPSOCY1", "HPSNOY1", "HPSDEY1", "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", "VAEVY2", "GVAEVY2", "GVBEVY2", "GVCEVY2", "OPAEVY1", "OPBEVY1", "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", "PFSAMT3", "FSAAMT1", "PROBPY2", "PROBPY4", "CRFMPY2", "CRFMPY4", "PYUNBL2", "PYUNBL4", "PREVCOVR", "COVRMM", "COVRYY", "WASESTB", "WASMCARE", "WASMCAID", "WASCHAMP", "WASVA", "WASPRIV", "WASOTGOV", "WASAFDC", "WASSSI", "WASSTAT1", "WASSTAT2", "WASSTAT3", "WASSTAT4", "WASOTHER", "NOINSBEF", "NOINSTM", "NOINUNIT", "MORECOVR", "INSENDMM", "INSENDYY", "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", "GOVTA3", "GOVTA4", "GOVTA5", "GOVTAY2", "GOVAAT3", "GOVAAT4", "GOVAAT5", "GOVAATY2", "GOVTB3", "GOVTB4", "GOVTB5", "GOVTBY2", "GOVBAT3", "GOVBAT4", "GOVBAT5", "GOVBATY2", "GOVTC3", "GOVTC4", "GOVTC5", "GOVTCY2", "GOVCAT3", "GOVCAT4", "GOVCAT5", "GOVCATY2", "VAPROG3", "VAPROG4", "VAPROG5", "VAPROGY2", "VAPRAT3", "VAPRAT4", "VAPRAT5", "VAPRATY2", "IHS3", "IHS4", "IHS5", "IHSY2", "IHSAT3", "IHSAT4", "IHSAT5", "IHSATY2", "OTPAAT1", "OTPAAT2", "OTPAAT3", "OTPAATY1", "OTPBAT1", "OTPBAT2", "OTPBAT3", "OTPBATY1", "OTPUBA1", "OTPUBA2", "OTPUBA3", "OTPUBAY1", "OTPUBB1", "OTPUBB2", "OTPUBB3", "OTPUBBY1", "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", "PRINEO3", "PRINEO4", "PRINEO5", "PRINEOY2", "PRIEUO3", "PRIEUO4", "PRIEUO5", "PRIEUOY2", "PRIS1", "PRIS2", "PRIS3", "PRISY1", "PROUT1", "PROUT2", "PROUT3", "PROUTY1", "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", "VERFLG3", "VERFLG4", "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", "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", "TOTOPRY2", "TOTOPUY1", "TOTOPUY2", "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", "OBVOPRY2", "OBVOPUY1", "OBVOPUY2", "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", "OBDOPRY2", "OBDOPUY1", "OBDOPUY2", "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", "OPTOPRY2", "OPTOPUY1", "OPTOPUY2", "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", "OPFOPRY2", "OPFOPUY1", "OPFOPUY2", "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", "OPDOPRY2", "OPDOPUY1", "OPDOPUY2", "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", "OPVOPRY2", "OPVOPUY1", "OPVOPUY2", "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", "OPSOPRY2", "OPSOPUY1", "OPSOPUY2", "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", "ERTOPRY2", "ERTOPUY1", "ERTOPUY2", "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", "ERFOPRY2", "ERFOPUY1", "ERFOPUY2", "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", "ERDOPRY2", "ERDOPUY1", "ERDOPUY2", "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", "IPTOPRY2", "IPTOPUY1", "IPTOPUY2", "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", "IPFOPRY2", "IPFOPUY1", "IPFOPUY2", "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", "IPDOPRY2", "IPDOPUY1", "IPDOPUY2", "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", "DVTOPRY2", "DVTOPUY1", "DVTOPUY2", "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", "HHAOPRY2", "HHAOPUY1", "HHAOPUY2", "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", "HHNOPRY2", "HHNOPUY1", "HHNOPUY2", "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", "VISOPRY2", "VISOPUY1", "VISOPUY2", "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", "OTHOPRY2", "OTHOPUY1", "OTHOPUY2", "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", "RXOPRY2", "RXOPUY1", "RXOPUY2", "RXOSRY1", "RXOSRY2", "RXPTRY1", "RXPTRY2", "RXOTHY1", "RXOTHY2", "VARPSU", "VARSTR", "LONGWT", "LSAQWT") var_types <- c("n", "n", "c", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "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", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "n", "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") var_types <- setNames(var_types, var_names) # IMPORT ASCII (.dat) file ---------------------------------------------------- h210 <- 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(h210, file = "h210.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 'h210'. # You must run the 'save' command to permanently save the data to a local # folder # -----------------------------------------------------------------------------