from readcsv import *

sampledata = read_csv('2014-1000.csv')


# Wanted to make more tests but time-consuming to check data for correctness
# Student Tests
def test_header_map_big_data():
    assert header_map(sampledata[0]) == {'UNITID': 0, 'OPEID': 1, 'OPEID6': 2, 'INSTNM': 3, 'CITY': 4, 'STABBR': 5,
                                         'ZIP': 6, 'ACCREDAGENCY': 7, 'INSTURL': 8, 'NPCURL': 9, 'SCH_DEG': 10,
                                         'HCM2': 11, 'MAIN': 12, 'NUMBRANCH': 13, 'PREDDEG': 14, 'HIGHDEG': 15,
                                         'CONTROL': 16, 'ST_FIPS': 17, 'REGION': 18, 'LOCALE': 19, 'LOCALE2': 20,
                                         'LATITUDE': 21, 'LONGITUDE': 22, 'CCBASIC': 23, 'CCUGPROF': 24, 'CCSIZSET': 25,
                                         'HBCU': 26, 'PBI': 27, 'ANNHI': 28, 'TRIBAL': 29, 'AANAPII': 30, 'HSI': 31,
                                         'NANTI': 32, 'MENONLY': 33, 'WOMENONLY': 34, 'RELAFFIL': 35, 'ADM_RATE': 36,
                                         'ADM_RATE_ALL': 37, 'SATVR25': 38, 'SATVR75': 39, 'SATMT25': 40, 'SATMT75': 41,
                                         'SATWR25': 42, 'SATWR75': 43, 'SATVRMID': 44, 'SATMTMID': 45, 'SATWRMID': 46,
                                         'ACTCM25': 47, 'ACTCM75': 48, 'ACTEN25': 49, 'ACTEN75': 50, 'ACTMT25': 51,
                                         'ACTMT75': 52, 'ACTWR25': 53, 'ACTWR75': 54, 'ACTCMMID': 55, 'ACTENMID': 56,
                                         'ACTMTMID': 57, 'ACTWRMID': 58, 'SAT_AVG': 59, 'SAT_AVG_ALL': 60, 'PCIP01': 61,
                                         'PCIP03': 62, 'PCIP04': 63, 'PCIP05': 64, 'PCIP09': 65, 'PCIP10': 66,
                                         'PCIP11': 67, 'PCIP12': 68, 'PCIP13': 69, 'PCIP14': 70, 'PCIP15': 71,
                                         'PCIP16': 72, 'PCIP19': 73, 'PCIP22': 74, 'PCIP23': 75, 'PCIP24': 76,
                                         'PCIP25': 77, 'PCIP26': 78, 'PCIP27': 79, 'PCIP29': 80, 'PCIP30': 81,
                                         'PCIP31': 82, 'PCIP38': 83, 'PCIP39': 84, 'PCIP40': 85, 'PCIP41': 86,
                                         'PCIP42': 87, 'PCIP43': 88, 'PCIP44': 89, 'PCIP45': 90, 'PCIP46': 91,
                                         'PCIP47': 92, 'PCIP48': 93, 'PCIP49': 94, 'PCIP50': 95, 'PCIP51': 96,
                                         'PCIP52': 97, 'PCIP54': 98, 'CIP01CERT1': 99, 'CIP01CERT2': 100,
                                         'CIP01ASSOC': 101, 'CIP01CERT4': 102, 'CIP01BACHL': 103, 'CIP03CERT1': 104,
                                         'CIP03CERT2': 105, 'CIP03ASSOC': 106, 'CIP03CERT4': 107, 'CIP03BACHL': 108,
                                         'CIP04CERT1': 109, 'CIP04CERT2': 110, 'CIP04ASSOC': 111, 'CIP04CERT4': 112,
                                         'CIP04BACHL': 113, 'CIP05CERT1': 114, 'CIP05CERT2': 115, 'CIP05ASSOC': 116,
                                         'CIP05CERT4': 117, 'CIP05BACHL': 118, 'CIP09CERT1': 119, 'CIP09CERT2': 120,
                                         'CIP09ASSOC': 121, 'CIP09CERT4': 122, 'CIP09BACHL': 123, 'CIP10CERT1': 124,
                                         'CIP10CERT2': 125, 'CIP10ASSOC': 126, 'CIP10CERT4': 127, 'CIP10BACHL': 128,
                                         'CIP11CERT1': 129, 'CIP11CERT2': 130, 'CIP11ASSOC': 131, 'CIP11CERT4': 132,
                                         'CIP11BACHL': 133, 'CIP12CERT1': 134, 'CIP12CERT2': 135, 'CIP12ASSOC': 136,
                                         'CIP12CERT4': 137, 'CIP12BACHL': 138, 'CIP13CERT1': 139, 'CIP13CERT2': 140,
                                         'CIP13ASSOC': 141, 'CIP13CERT4': 142, 'CIP13BACHL': 143, 'CIP14CERT1': 144,
                                         'CIP14CERT2': 145, 'CIP14ASSOC': 146, 'CIP14CERT4': 147, 'CIP14BACHL': 148,
                                         'CIP15CERT1': 149, 'CIP15CERT2': 150, 'CIP15ASSOC': 151, 'CIP15CERT4': 152,
                                         'CIP15BACHL': 153, 'CIP16CERT1': 154, 'CIP16CERT2': 155, 'CIP16ASSOC': 156,
                                         'CIP16CERT4': 157, 'CIP16BACHL': 158, 'CIP19CERT1': 159, 'CIP19CERT2': 160,
                                         'CIP19ASSOC': 161, 'CIP19CERT4': 162, 'CIP19BACHL': 163, 'CIP22CERT1': 164,
                                         'CIP22CERT2': 165, 'CIP22ASSOC': 166, 'CIP22CERT4': 167, 'CIP22BACHL': 168,
                                         'CIP23CERT1': 169, 'CIP23CERT2': 170, 'CIP23ASSOC': 171, 'CIP23CERT4': 172,
                                         'CIP23BACHL': 173, 'CIP24CERT1': 174, 'CIP24CERT2': 175, 'CIP24ASSOC': 176,
                                         'CIP24CERT4': 177, 'CIP24BACHL': 178, 'CIP25CERT1': 179, 'CIP25CERT2': 180,
                                         'CIP25ASSOC': 181, 'CIP25CERT4': 182, 'CIP25BACHL': 183, 'CIP26CERT1': 184,
                                         'CIP26CERT2': 185, 'CIP26ASSOC': 186, 'CIP26CERT4': 187, 'CIP26BACHL': 188,
                                         'CIP27CERT1': 189, 'CIP27CERT2': 190, 'CIP27ASSOC': 191, 'CIP27CERT4': 192,
                                         'CIP27BACHL': 193, 'CIP29CERT1': 194, 'CIP29CERT2': 195, 'CIP29ASSOC': 196,
                                         'CIP29CERT4': 197, 'CIP29BACHL': 198, 'CIP30CERT1': 199, 'CIP30CERT2': 200,
                                         'CIP30ASSOC': 201, 'CIP30CERT4': 202, 'CIP30BACHL': 203, 'CIP31CERT1': 204,
                                         'CIP31CERT2': 205, 'CIP31ASSOC': 206, 'CIP31CERT4': 207, 'CIP31BACHL': 208,
                                         'CIP38CERT1': 209, 'CIP38CERT2': 210, 'CIP38ASSOC': 211, 'CIP38CERT4': 212,
                                         'CIP38BACHL': 213, 'CIP39CERT1': 214, 'CIP39CERT2': 215, 'CIP39ASSOC': 216,
                                         'CIP39CERT4': 217, 'CIP39BACHL': 218, 'CIP40CERT1': 219, 'CIP40CERT2': 220,
                                         'CIP40ASSOC': 221, 'CIP40CERT4': 222, 'CIP40BACHL': 223, 'CIP41CERT1': 224,
                                         'CIP41CERT2': 225, 'CIP41ASSOC': 226, 'CIP41CERT4': 227, 'CIP41BACHL': 228,
                                         'CIP42CERT1': 229, 'CIP42CERT2': 230, 'CIP42ASSOC': 231, 'CIP42CERT4': 232,
                                         'CIP42BACHL': 233, 'CIP43CERT1': 234, 'CIP43CERT2': 235, 'CIP43ASSOC': 236,
                                         'CIP43CERT4': 237, 'CIP43BACHL': 238, 'CIP44CERT1': 239, 'CIP44CERT2': 240,
                                         'CIP44ASSOC': 241, 'CIP44CERT4': 242, 'CIP44BACHL': 243, 'CIP45CERT1': 244,
                                         'CIP45CERT2': 245, 'CIP45ASSOC': 246, 'CIP45CERT4': 247, 'CIP45BACHL': 248,
                                         'CIP46CERT1': 249, 'CIP46CERT2': 250, 'CIP46ASSOC': 251, 'CIP46CERT4': 252,
                                         'CIP46BACHL': 253, 'CIP47CERT1': 254, 'CIP47CERT2': 255, 'CIP47ASSOC': 256,
                                         'CIP47CERT4': 257, 'CIP47BACHL': 258, 'CIP48CERT1': 259, 'CIP48CERT2': 260,
                                         'CIP48ASSOC': 261, 'CIP48CERT4': 262, 'CIP48BACHL': 263, 'CIP49CERT1': 264,
                                         'CIP49CERT2': 265, 'CIP49ASSOC': 266, 'CIP49CERT4': 267, 'CIP49BACHL': 268,
                                         'CIP50CERT1': 269, 'CIP50CERT2': 270, 'CIP50ASSOC': 271, 'CIP50CERT4': 272,
                                         'CIP50BACHL': 273, 'CIP51CERT1': 274, 'CIP51CERT2': 275, 'CIP51ASSOC': 276,
                                         'CIP51CERT4': 277, 'CIP51BACHL': 278, 'CIP52CERT1': 279, 'CIP52CERT2': 280,
                                         'CIP52ASSOC': 281, 'CIP52CERT4': 282, 'CIP52BACHL': 283, 'CIP54CERT1': 284,
                                         'CIP54CERT2': 285, 'CIP54ASSOC': 286, 'CIP54CERT4': 287, 'CIP54BACHL': 288,
                                         'DISTANCEONLY': 289, 'UGDS': 290, 'UG': 291, 'UGDS_WHITE': 292,
                                         'UGDS_BLACK': 293, 'UGDS_HISP': 294, 'UGDS_ASIAN': 295, 'UGDS_AIAN': 296,
                                         'UGDS_NHPI': 297, 'UGDS_2MOR': 298, 'UGDS_NRA': 299, 'UGDS_UNKN': 300,
                                         'UGDS_WHITENH': 301, 'UGDS_BLACKNH': 302, 'UGDS_API': 303, 'UGDS_AIANOLD': 304,
                                         'UGDS_HISPOLD': 305, 'UG_NRA': 306, 'UG_UNKN': 307, 'UG_WHITENH': 308,
                                         'UG_BLACKNH': 309, 'UG_API': 310, 'UG_AIANOLD': 311, 'UG_HISPOLD': 312,
                                         'PPTUG_EF': 313, 'PPTUG_EF2': 314, 'CURROPER': 315, 'NPT4_PUB': 316,
                                         'NPT4_PRIV': 317, 'NPT4_PROG': 318, 'NPT4_OTHER': 319, 'NPT41_PUB': 320,
                                         'NPT42_PUB': 321, 'NPT43_PUB': 322, 'NPT44_PUB': 323, 'NPT45_PUB': 324,
                                         'NPT41_PRIV': 325, 'NPT42_PRIV': 326, 'NPT43_PRIV': 327, 'NPT44_PRIV': 328,
                                         'NPT45_PRIV': 329, 'NPT41_PROG': 330, 'NPT42_PROG': 331, 'NPT43_PROG': 332,
                                         'NPT44_PROG': 333, 'NPT45_PROG': 334, 'NPT41_OTHER': 335, 'NPT42_OTHER': 336,
                                         'NPT43_OTHER': 337, 'NPT44_OTHER': 338, 'NPT45_OTHER': 339,
                                         'NPT4_048_PUB': 340, 'NPT4_048_PRIV': 341, 'NPT4_048_PROG': 342,
                                         'NPT4_048_OTHER': 343, 'NPT4_3075_PUB': 344, 'NPT4_3075_PRIV': 345,
                                         'NPT4_75UP_PUB': 346, 'NPT4_75UP_PRIV': 347, 'NPT4_3075_PROG': 348,
                                         'NPT4_3075_OTHER': 349, 'NPT4_75UP_PROG': 350, 'NPT4_75UP_OTHER': 351,
                                         'NUM4_PUB': 352, 'NUM4_PRIV': 353, 'NUM4_PROG': 354, 'NUM4_OTHER': 355,
                                         'NUM41_PUB': 356, 'NUM42_PUB': 357, 'NUM43_PUB': 358, 'NUM44_PUB': 359,
                                         'NUM45_PUB': 360, 'NUM41_PRIV': 361, 'NUM42_PRIV': 362, 'NUM43_PRIV': 363,
                                         'NUM44_PRIV': 364, 'NUM45_PRIV': 365, 'NUM41_PROG': 366, 'NUM42_PROG': 367,
                                         'NUM43_PROG': 368, 'NUM44_PROG': 369, 'NUM45_PROG': 370, 'NUM41_OTHER': 371,
                                         'NUM42_OTHER': 372, 'NUM43_OTHER': 373, 'NUM44_OTHER': 374, 'NUM45_OTHER': 375,
                                         'COSTT4_A': 376, 'COSTT4_P': 377, 'TUITIONFEE_IN': 378, 'TUITIONFEE_OUT': 379,
                                         'TUITIONFEE_PROG': 380, 'TUITFTE': 381, 'INEXPFTE': 382, 'AVGFACSAL': 383,
                                         'PFTFAC': 384, 'PCTPELL': 385, 'C150_4': 386, 'C150_L4': 387,
                                         'C150_4_POOLED': 388, 'C150_L4_POOLED': 389, 'POOLYRS': 390,
                                         'PFTFTUG1_EF': 391, 'D150_4': 392, 'D150_L4': 393, 'D150_4_POOLED': 394,
                                         'D150_L4_POOLED': 395, 'C150_4_WHITE': 396, 'C150_4_BLACK': 397,
                                         'C150_4_HISP': 398, 'C150_4_ASIAN': 399, 'C150_4_AIAN': 400,
                                         'C150_4_NHPI': 401, 'C150_4_2MOR': 402, 'C150_4_NRA': 403, 'C150_4_UNKN': 404,
                                         'C150_4_WHITENH': 405, 'C150_4_BLACKNH': 406, 'C150_4_API': 407,
                                         'C150_4_AIANOLD': 408, 'C150_4_HISPOLD': 409, 'C150_L4_WHITE': 410,
                                         'C150_L4_BLACK': 411, 'C150_L4_HISP': 412, 'C150_L4_ASIAN': 413,
                                         'C150_L4_AIAN': 414, 'C150_L4_NHPI': 415, 'C150_L4_2MOR': 416,
                                         'C150_L4_NRA': 417, 'C150_L4_UNKN': 418, 'C150_L4_WHITENH': 419,
                                         'C150_L4_BLACKNH': 420, 'C150_L4_API': 421, 'C150_L4_AIANOLD': 422,
                                         'C150_L4_HISPOLD': 423, 'C200_4': 424, 'C200_L4': 425, 'D200_4': 426,
                                         'D200_L4': 427, 'RET_FT4': 428, 'RET_FTL4': 429, 'RET_PT4': 430,
                                         'RET_PTL4': 431, 'C200_4_POOLED': 432, 'C200_L4_POOLED': 433,
                                         'POOLYRS200': 434, 'D200_4_POOLED': 435, 'D200_L4_POOLED': 436,
                                         'PCTFLOAN': 437, 'UG25ABV': 438, 'CDR2': 439, 'CDR3': 440, 'DEATH_YR2_RT': 441,
                                         'COMP_ORIG_YR2_RT': 442, 'COMP_4YR_TRANS_YR2_RT': 443,
                                         'COMP_2YR_TRANS_YR2_RT': 444, 'WDRAW_ORIG_YR2_RT': 445,
                                         'WDRAW_4YR_TRANS_YR2_RT': 446, 'WDRAW_2YR_TRANS_YR2_RT': 447,
                                         'ENRL_ORIG_YR2_RT': 448, 'ENRL_4YR_TRANS_YR2_RT': 449,
                                         'ENRL_2YR_TRANS_YR2_RT': 450, 'UNKN_ORIG_YR2_RT': 451,
                                         'UNKN_4YR_TRANS_YR2_RT': 452, 'UNKN_2YR_TRANS_YR2_RT': 453,
                                         'LO_INC_DEATH_YR2_RT': 454, 'LO_INC_COMP_ORIG_YR2_RT': 455,
                                         'LO_INC_COMP_4YR_TRANS_YR2_RT': 456, 'LO_INC_COMP_2YR_TRANS_YR2_RT': 457,
                                         'LO_INC_WDRAW_ORIG_YR2_RT': 458, 'LO_INC_WDRAW_4YR_TRANS_YR2_RT': 459,
                                         'LO_INC_WDRAW_2YR_TRANS_YR2_RT': 460, 'LO_INC_ENRL_ORIG_YR2_RT': 461,
                                         'LO_INC_ENRL_4YR_TRANS_YR2_RT': 462, 'LO_INC_ENRL_2YR_TRANS_YR2_RT': 463,
                                         'LO_INC_UNKN_ORIG_YR2_RT': 464, 'LO_INC_UNKN_4YR_TRANS_YR2_RT': 465,
                                         'LO_INC_UNKN_2YR_TRANS_YR2_RT': 466, 'MD_INC_DEATH_YR2_RT': 467,
                                         'MD_INC_COMP_ORIG_YR2_RT': 468, 'MD_INC_COMP_4YR_TRANS_YR2_RT': 469,
                                         'MD_INC_COMP_2YR_TRANS_YR2_RT': 470, 'MD_INC_WDRAW_ORIG_YR2_RT': 471,
                                         'MD_INC_WDRAW_4YR_TRANS_YR2_RT': 472, 'MD_INC_WDRAW_2YR_TRANS_YR2_RT': 473,
                                         'MD_INC_ENRL_ORIG_YR2_RT': 474, 'MD_INC_ENRL_4YR_TRANS_YR2_RT': 475,
                                         'MD_INC_ENRL_2YR_TRANS_YR2_RT': 476, 'MD_INC_UNKN_ORIG_YR2_RT': 477,
                                         'MD_INC_UNKN_4YR_TRANS_YR2_RT': 478, 'MD_INC_UNKN_2YR_TRANS_YR2_RT': 479,
                                         'HI_INC_DEATH_YR2_RT': 480, 'HI_INC_COMP_ORIG_YR2_RT': 481,
                                         'HI_INC_COMP_4YR_TRANS_YR2_RT': 482, 'HI_INC_COMP_2YR_TRANS_YR2_RT': 483,
                                         'HI_INC_WDRAW_ORIG_YR2_RT': 484, 'HI_INC_WDRAW_4YR_TRANS_YR2_RT': 485,
                                         'HI_INC_WDRAW_2YR_TRANS_YR2_RT': 486, 'HI_INC_ENRL_ORIG_YR2_RT': 487,
                                         'HI_INC_ENRL_4YR_TRANS_YR2_RT': 488, 'HI_INC_ENRL_2YR_TRANS_YR2_RT': 489,
                                         'HI_INC_UNKN_ORIG_YR2_RT': 490, 'HI_INC_UNKN_4YR_TRANS_YR2_RT': 491,
                                         'HI_INC_UNKN_2YR_TRANS_YR2_RT': 492, 'DEP_DEATH_YR2_RT': 493,
                                         'DEP_COMP_ORIG_YR2_RT': 494, 'DEP_COMP_4YR_TRANS_YR2_RT': 495,
                                         'DEP_COMP_2YR_TRANS_YR2_RT': 496, 'DEP_WDRAW_ORIG_YR2_RT': 497,
                                         'DEP_WDRAW_4YR_TRANS_YR2_RT': 498, 'DEP_WDRAW_2YR_TRANS_YR2_RT': 499,
                                         'DEP_ENRL_ORIG_YR2_RT': 500, 'DEP_ENRL_4YR_TRANS_YR2_RT': 501,
                                         'DEP_ENRL_2YR_TRANS_YR2_RT': 502, 'DEP_UNKN_ORIG_YR2_RT': 503,
                                         'DEP_UNKN_4YR_TRANS_YR2_RT': 504, 'DEP_UNKN_2YR_TRANS_YR2_RT': 505,
                                         'IND_DEATH_YR2_RT': 506, 'IND_COMP_ORIG_YR2_RT': 507,
                                         'IND_COMP_4YR_TRANS_YR2_RT': 508, 'IND_COMP_2YR_TRANS_YR2_RT': 509,
                                         'IND_WDRAW_ORIG_YR2_RT': 510, 'IND_WDRAW_4YR_TRANS_YR2_RT': 511,
                                         'IND_WDRAW_2YR_TRANS_YR2_RT': 512, 'IND_ENRL_ORIG_YR2_RT': 513,
                                         'IND_ENRL_4YR_TRANS_YR2_RT': 514, 'IND_ENRL_2YR_TRANS_YR2_RT': 515,
                                         'IND_UNKN_ORIG_YR2_RT': 516, 'IND_UNKN_4YR_TRANS_YR2_RT': 517,
                                         'IND_UNKN_2YR_TRANS_YR2_RT': 518, 'FEMALE_DEATH_YR2_RT': 519,
                                         'FEMALE_COMP_ORIG_YR2_RT': 520, 'FEMALE_COMP_4YR_TRANS_YR2_RT': 521,
                                         'FEMALE_COMP_2YR_TRANS_YR2_RT': 522, 'FEMALE_WDRAW_ORIG_YR2_RT': 523,
                                         'FEMALE_WDRAW_4YR_TRANS_YR2_RT': 524, 'FEMALE_WDRAW_2YR_TRANS_YR2_RT': 525,
                                         'FEMALE_ENRL_ORIG_YR2_RT': 526, 'FEMALE_ENRL_4YR_TRANS_YR2_RT': 527,
                                         'FEMALE_ENRL_2YR_TRANS_YR2_RT': 528, 'FEMALE_UNKN_ORIG_YR2_RT': 529,
                                         'FEMALE_UNKN_4YR_TRANS_YR2_RT': 530, 'FEMALE_UNKN_2YR_TRANS_YR2_RT': 531,
                                         'MALE_DEATH_YR2_RT': 532, 'MALE_COMP_ORIG_YR2_RT': 533,
                                         'MALE_COMP_4YR_TRANS_YR2_RT': 534, 'MALE_COMP_2YR_TRANS_YR2_RT': 535,
                                         'MALE_WDRAW_ORIG_YR2_RT': 536, 'MALE_WDRAW_4YR_TRANS_YR2_RT': 537,
                                         'MALE_WDRAW_2YR_TRANS_YR2_RT': 538, 'MALE_ENRL_ORIG_YR2_RT': 539,
                                         'MALE_ENRL_4YR_TRANS_YR2_RT': 540, 'MALE_ENRL_2YR_TRANS_YR2_RT': 541,
                                         'MALE_UNKN_ORIG_YR2_RT': 542, 'MALE_UNKN_4YR_TRANS_YR2_RT': 543,
                                         'MALE_UNKN_2YR_TRANS_YR2_RT': 544, 'PELL_DEATH_YR2_RT': 545,
                                         'PELL_COMP_ORIG_YR2_RT': 546, 'PELL_COMP_4YR_TRANS_YR2_RT': 547,
                                         'PELL_COMP_2YR_TRANS_YR2_RT': 548, 'PELL_WDRAW_ORIG_YR2_RT': 549,
                                         'PELL_WDRAW_4YR_TRANS_YR2_RT': 550, 'PELL_WDRAW_2YR_TRANS_YR2_RT': 551,
                                         'PELL_ENRL_ORIG_YR2_RT': 552, 'PELL_ENRL_4YR_TRANS_YR2_RT': 553,
                                         'PELL_ENRL_2YR_TRANS_YR2_RT': 554, 'PELL_UNKN_ORIG_YR2_RT': 555,
                                         'PELL_UNKN_4YR_TRANS_YR2_RT': 556, 'PELL_UNKN_2YR_TRANS_YR2_RT': 557,
                                         'NOPELL_DEATH_YR2_RT': 558, 'NOPELL_COMP_ORIG_YR2_RT': 559,
                                         'NOPELL_COMP_4YR_TRANS_YR2_RT': 560, 'NOPELL_COMP_2YR_TRANS_YR2_RT': 561,
                                         'NOPELL_WDRAW_ORIG_YR2_RT': 562, 'NOPELL_WDRAW_4YR_TRANS_YR2_RT': 563,
                                         'NOPELL_WDRAW_2YR_TRANS_YR2_RT': 564, 'NOPELL_ENRL_ORIG_YR2_RT': 565,
                                         'NOPELL_ENRL_4YR_TRANS_YR2_RT': 566, 'NOPELL_ENRL_2YR_TRANS_YR2_RT': 567,
                                         'NOPELL_UNKN_ORIG_YR2_RT': 568, 'NOPELL_UNKN_4YR_TRANS_YR2_RT': 569,
                                         'NOPELL_UNKN_2YR_TRANS_YR2_RT': 570, 'LOAN_DEATH_YR2_RT': 571,
                                         'LOAN_COMP_ORIG_YR2_RT': 572, 'LOAN_COMP_4YR_TRANS_YR2_RT': 573,
                                         'LOAN_COMP_2YR_TRANS_YR2_RT': 574, 'LOAN_WDRAW_ORIG_YR2_RT': 575,
                                         'LOAN_WDRAW_4YR_TRANS_YR2_RT': 576, 'LOAN_WDRAW_2YR_TRANS_YR2_RT': 577,
                                         'LOAN_ENRL_ORIG_YR2_RT': 578, 'LOAN_ENRL_4YR_TRANS_YR2_RT': 579,
                                         'LOAN_ENRL_2YR_TRANS_YR2_RT': 580, 'LOAN_UNKN_ORIG_YR2_RT': 581,
                                         'LOAN_UNKN_4YR_TRANS_YR2_RT': 582, 'LOAN_UNKN_2YR_TRANS_YR2_RT': 583,
                                         'NOLOAN_DEATH_YR2_RT': 584, 'NOLOAN_COMP_ORIG_YR2_RT': 585,
                                         'NOLOAN_COMP_4YR_TRANS_YR2_RT': 586, 'NOLOAN_COMP_2YR_TRANS_YR2_RT': 587,
                                         'NOLOAN_WDRAW_ORIG_YR2_RT': 588, 'NOLOAN_WDRAW_4YR_TRANS_YR2_RT': 589,
                                         'NOLOAN_WDRAW_2YR_TRANS_YR2_RT': 590, 'NOLOAN_ENRL_ORIG_YR2_RT': 591,
                                         'NOLOAN_ENRL_4YR_TRANS_YR2_RT': 592, 'NOLOAN_ENRL_2YR_TRANS_YR2_RT': 593,
                                         'NOLOAN_UNKN_ORIG_YR2_RT': 594, 'NOLOAN_UNKN_4YR_TRANS_YR2_RT': 595,
                                         'NOLOAN_UNKN_2YR_TRANS_YR2_RT': 596, 'FIRSTGEN_DEATH_YR2_RT': 597,
                                         'FIRSTGEN_COMP_ORIG_YR2_RT': 598, 'FIRSTGEN_COMP_4YR_TRANS_YR2_RT': 599,
                                         'FIRSTGEN_COMP_2YR_TRANS_YR2_RT': 600, 'FIRSTGEN_WDRAW_ORIG_YR2_RT': 601,
                                         'FIRSTGEN_WDRAW_4YR_TRANS_YR2_RT': 602, 'FIRSTGEN_WDRAW_2YR_TRANS_YR2_RT': 603,
                                         'FIRSTGEN_ENRL_ORIG_YR2_RT': 604, 'FIRSTGEN_ENRL_4YR_TRANS_YR2_RT': 605,
                                         'FIRSTGEN_ENRL_2YR_TRANS_YR2_RT': 606, 'FIRSTGEN_UNKN_ORIG_YR2_RT': 607,
                                         'FIRSTGEN_UNKN_4YR_TRANS_YR2_RT': 608, 'FIRSTGEN_UNKN_2YR_TRANS_YR2_RT': 609,
                                         'NOT1STGEN_DEATH_YR2_RT': 610, 'NOT1STGEN_COMP_ORIG_YR2_RT': 611,
                                         'NOT1STGEN_COMP_4YR_TRANS_YR2_RT': 612, 'NOT1STGEN_COMP_2YR_TRANS_YR2_RT': 613,
                                         'NOT1STGEN_WDRAW_ORIG_YR2_RT': 614, 'NOT1STGEN_WDRAW_4YR_TRANS_YR2_RT': 615,
                                         'NOT1STGEN_WDRAW_2YR_TRANS_YR2_RT': 616, 'NOT1STGEN_ENRL_ORIG_YR2_RT': 617,
                                         'NOT1STGEN_ENRL_4YR_TRANS_YR2_RT': 618, 'NOT1STGEN_ENRL_2YR_TRANS_YR2_RT': 619,
                                         'NOT1STGEN_UNKN_ORIG_YR2_RT': 620, 'NOT1STGEN_UNKN_4YR_TRANS_YR2_RT': 621,
                                         'NOT1STGEN_UNKN_2YR_TRANS_YR2_RT': 622, 'DEATH_YR3_RT': 623,
                                         'COMP_ORIG_YR3_RT': 624, 'COMP_4YR_TRANS_YR3_RT': 625,
                                         'COMP_2YR_TRANS_YR3_RT': 626, 'WDRAW_ORIG_YR3_RT': 627,
                                         'WDRAW_4YR_TRANS_YR3_RT': 628, 'WDRAW_2YR_TRANS_YR3_RT': 629,
                                         'ENRL_ORIG_YR3_RT': 630, 'ENRL_4YR_TRANS_YR3_RT': 631,
                                         'ENRL_2YR_TRANS_YR3_RT': 632, 'UNKN_ORIG_YR3_RT': 633,
                                         'UNKN_4YR_TRANS_YR3_RT': 634, 'UNKN_2YR_TRANS_YR3_RT': 635,
                                         'LO_INC_DEATH_YR3_RT': 636, 'LO_INC_COMP_ORIG_YR3_RT': 637,
                                         'LO_INC_COMP_4YR_TRANS_YR3_RT': 638, 'LO_INC_COMP_2YR_TRANS_YR3_RT': 639,
                                         'LO_INC_WDRAW_ORIG_YR3_RT': 640, 'LO_INC_WDRAW_4YR_TRANS_YR3_RT': 641,
                                         'LO_INC_WDRAW_2YR_TRANS_YR3_RT': 642, 'LO_INC_ENRL_ORIG_YR3_RT': 643,
                                         'LO_INC_ENRL_4YR_TRANS_YR3_RT': 644, 'LO_INC_ENRL_2YR_TRANS_YR3_RT': 645,
                                         'LO_INC_UNKN_ORIG_YR3_RT': 646, 'LO_INC_UNKN_4YR_TRANS_YR3_RT': 647,
                                         'LO_INC_UNKN_2YR_TRANS_YR3_RT': 648, 'MD_INC_DEATH_YR3_RT': 649,
                                         'MD_INC_COMP_ORIG_YR3_RT': 650, 'MD_INC_COMP_4YR_TRANS_YR3_RT': 651,
                                         'MD_INC_COMP_2YR_TRANS_YR3_RT': 652, 'MD_INC_WDRAW_ORIG_YR3_RT': 653,
                                         'MD_INC_WDRAW_4YR_TRANS_YR3_RT': 654, 'MD_INC_WDRAW_2YR_TRANS_YR3_RT': 655,
                                         'MD_INC_ENRL_ORIG_YR3_RT': 656, 'MD_INC_ENRL_4YR_TRANS_YR3_RT': 657,
                                         'MD_INC_ENRL_2YR_TRANS_YR3_RT': 658, 'MD_INC_UNKN_ORIG_YR3_RT': 659,
                                         'MD_INC_UNKN_4YR_TRANS_YR3_RT': 660, 'MD_INC_UNKN_2YR_TRANS_YR3_RT': 661,
                                         'HI_INC_DEATH_YR3_RT': 662, 'HI_INC_COMP_ORIG_YR3_RT': 663,
                                         'HI_INC_COMP_4YR_TRANS_YR3_RT': 664, 'HI_INC_COMP_2YR_TRANS_YR3_RT': 665,
                                         'HI_INC_WDRAW_ORIG_YR3_RT': 666, 'HI_INC_WDRAW_4YR_TRANS_YR3_RT': 667,
                                         'HI_INC_WDRAW_2YR_TRANS_YR3_RT': 668, 'HI_INC_ENRL_ORIG_YR3_RT': 669,
                                         'HI_INC_ENRL_4YR_TRANS_YR3_RT': 670, 'HI_INC_ENRL_2YR_TRANS_YR3_RT': 671,
                                         'HI_INC_UNKN_ORIG_YR3_RT': 672, 'HI_INC_UNKN_4YR_TRANS_YR3_RT': 673,
                                         'HI_INC_UNKN_2YR_TRANS_YR3_RT': 674, 'DEP_DEATH_YR3_RT': 675,
                                         'DEP_COMP_ORIG_YR3_RT': 676, 'DEP_COMP_4YR_TRANS_YR3_RT': 677,
                                         'DEP_COMP_2YR_TRANS_YR3_RT': 678, 'DEP_WDRAW_ORIG_YR3_RT': 679,
                                         'DEP_WDRAW_4YR_TRANS_YR3_RT': 680, 'DEP_WDRAW_2YR_TRANS_YR3_RT': 681,
                                         'DEP_ENRL_ORIG_YR3_RT': 682, 'DEP_ENRL_4YR_TRANS_YR3_RT': 683,
                                         'DEP_ENRL_2YR_TRANS_YR3_RT': 684, 'DEP_UNKN_ORIG_YR3_RT': 685,
                                         'DEP_UNKN_4YR_TRANS_YR3_RT': 686, 'DEP_UNKN_2YR_TRANS_YR3_RT': 687,
                                         'IND_DEATH_YR3_RT': 688, 'IND_COMP_ORIG_YR3_RT': 689,
                                         'IND_COMP_4YR_TRANS_YR3_RT': 690, 'IND_COMP_2YR_TRANS_YR3_RT': 691,
                                         'IND_WDRAW_ORIG_YR3_RT': 692, 'IND_WDRAW_4YR_TRANS_YR3_RT': 693,
                                         'IND_WDRAW_2YR_TRANS_YR3_RT': 694, 'IND_ENRL_ORIG_YR3_RT': 695,
                                         'IND_ENRL_4YR_TRANS_YR3_RT': 696, 'IND_ENRL_2YR_TRANS_YR3_RT': 697,
                                         'IND_UNKN_ORIG_YR3_RT': 698, 'IND_UNKN_4YR_TRANS_YR3_RT': 699,
                                         'IND_UNKN_2YR_TRANS_YR3_RT': 700, 'FEMALE_DEATH_YR3_RT': 701,
                                         'FEMALE_COMP_ORIG_YR3_RT': 702, 'FEMALE_COMP_4YR_TRANS_YR3_RT': 703,
                                         'FEMALE_COMP_2YR_TRANS_YR3_RT': 704, 'FEMALE_WDRAW_ORIG_YR3_RT': 705,
                                         'FEMALE_WDRAW_4YR_TRANS_YR3_RT': 706, 'FEMALE_WDRAW_2YR_TRANS_YR3_RT': 707,
                                         'FEMALE_ENRL_ORIG_YR3_RT': 708, 'FEMALE_ENRL_4YR_TRANS_YR3_RT': 709,
                                         'FEMALE_ENRL_2YR_TRANS_YR3_RT': 710, 'FEMALE_UNKN_ORIG_YR3_RT': 711,
                                         'FEMALE_UNKN_4YR_TRANS_YR3_RT': 712, 'FEMALE_UNKN_2YR_TRANS_YR3_RT': 713,
                                         'MALE_DEATH_YR3_RT': 714, 'MALE_COMP_ORIG_YR3_RT': 715,
                                         'MALE_COMP_4YR_TRANS_YR3_RT': 716, 'MALE_COMP_2YR_TRANS_YR3_RT': 717,
                                         'MALE_WDRAW_ORIG_YR3_RT': 718, 'MALE_WDRAW_4YR_TRANS_YR3_RT': 719,
                                         'MALE_WDRAW_2YR_TRANS_YR3_RT': 720, 'MALE_ENRL_ORIG_YR3_RT': 721,
                                         'MALE_ENRL_4YR_TRANS_YR3_RT': 722, 'MALE_ENRL_2YR_TRANS_YR3_RT': 723,
                                         'MALE_UNKN_ORIG_YR3_RT': 724, 'MALE_UNKN_4YR_TRANS_YR3_RT': 725,
                                         'MALE_UNKN_2YR_TRANS_YR3_RT': 726, 'PELL_DEATH_YR3_RT': 727,
                                         'PELL_COMP_ORIG_YR3_RT': 728, 'PELL_COMP_4YR_TRANS_YR3_RT': 729,
                                         'PELL_COMP_2YR_TRANS_YR3_RT': 730, 'PELL_WDRAW_ORIG_YR3_RT': 731,
                                         'PELL_WDRAW_4YR_TRANS_YR3_RT': 732, 'PELL_WDRAW_2YR_TRANS_YR3_RT': 733,
                                         'PELL_ENRL_ORIG_YR3_RT': 734, 'PELL_ENRL_4YR_TRANS_YR3_RT': 735,
                                         'PELL_ENRL_2YR_TRANS_YR3_RT': 736, 'PELL_UNKN_ORIG_YR3_RT': 737,
                                         'PELL_UNKN_4YR_TRANS_YR3_RT': 738, 'PELL_UNKN_2YR_TRANS_YR3_RT': 739,
                                         'NOPELL_DEATH_YR3_RT': 740, 'NOPELL_COMP_ORIG_YR3_RT': 741,
                                         'NOPELL_COMP_4YR_TRANS_YR3_RT': 742, 'NOPELL_COMP_2YR_TRANS_YR3_RT': 743,
                                         'NOPELL_WDRAW_ORIG_YR3_RT': 744, 'NOPELL_WDRAW_4YR_TRANS_YR3_RT': 745,
                                         'NOPELL_WDRAW_2YR_TRANS_YR3_RT': 746, 'NOPELL_ENRL_ORIG_YR3_RT': 747,
                                         'NOPELL_ENRL_4YR_TRANS_YR3_RT': 748, 'NOPELL_ENRL_2YR_TRANS_YR3_RT': 749,
                                         'NOPELL_UNKN_ORIG_YR3_RT': 750, 'NOPELL_UNKN_4YR_TRANS_YR3_RT': 751,
                                         'NOPELL_UNKN_2YR_TRANS_YR3_RT': 752, 'LOAN_DEATH_YR3_RT': 753,
                                         'LOAN_COMP_ORIG_YR3_RT': 754, 'LOAN_COMP_4YR_TRANS_YR3_RT': 755,
                                         'LOAN_COMP_2YR_TRANS_YR3_RT': 756, 'LOAN_WDRAW_ORIG_YR3_RT': 757,
                                         'LOAN_WDRAW_4YR_TRANS_YR3_RT': 758, 'LOAN_WDRAW_2YR_TRANS_YR3_RT': 759,
                                         'LOAN_ENRL_ORIG_YR3_RT': 760, 'LOAN_ENRL_4YR_TRANS_YR3_RT': 761,
                                         'LOAN_ENRL_2YR_TRANS_YR3_RT': 762, 'LOAN_UNKN_ORIG_YR3_RT': 763,
                                         'LOAN_UNKN_4YR_TRANS_YR3_RT': 764, 'LOAN_UNKN_2YR_TRANS_YR3_RT': 765,
                                         'NOLOAN_DEATH_YR3_RT': 766, 'NOLOAN_COMP_ORIG_YR3_RT': 767,
                                         'NOLOAN_COMP_4YR_TRANS_YR3_RT': 768, 'NOLOAN_COMP_2YR_TRANS_YR3_RT': 769,
                                         'NOLOAN_WDRAW_ORIG_YR3_RT': 770, 'NOLOAN_WDRAW_4YR_TRANS_YR3_RT': 771,
                                         'NOLOAN_WDRAW_2YR_TRANS_YR3_RT': 772, 'NOLOAN_ENRL_ORIG_YR3_RT': 773,
                                         'NOLOAN_ENRL_4YR_TRANS_YR3_RT': 774, 'NOLOAN_ENRL_2YR_TRANS_YR3_RT': 775,
                                         'NOLOAN_UNKN_ORIG_YR3_RT': 776, 'NOLOAN_UNKN_4YR_TRANS_YR3_RT': 777,
                                         'NOLOAN_UNKN_2YR_TRANS_YR3_RT': 778, 'FIRSTGEN_DEATH_YR3_RT': 779,
                                         'FIRSTGEN_COMP_ORIG_YR3_RT': 780, 'FIRSTGEN_COMP_4YR_TRANS_YR3_RT': 781,
                                         'FIRSTGEN_COMP_2YR_TRANS_YR3_RT': 782, 'FIRSTGEN_WDRAW_ORIG_YR3_RT': 783,
                                         'FIRSTGEN_WDRAW_4YR_TRANS_YR3_RT': 784, 'FIRSTGEN_WDRAW_2YR_TRANS_YR3_RT': 785,
                                         'FIRSTGEN_ENRL_ORIG_YR3_RT': 786, 'FIRSTGEN_ENRL_4YR_TRANS_YR3_RT': 787,
                                         'FIRSTGEN_ENRL_2YR_TRANS_YR3_RT': 788, 'FIRSTGEN_UNKN_ORIG_YR3_RT': 789,
                                         'FIRSTGEN_UNKN_4YR_TRANS_YR3_RT': 790, 'FIRSTGEN_UNKN_2YR_TRANS_YR3_RT': 791,
                                         'NOT1STGEN_DEATH_YR3_RT': 792, 'NOT1STGEN_COMP_ORIG_YR3_RT': 793,
                                         'NOT1STGEN_COMP_4YR_TRANS_YR3_RT': 794, 'NOT1STGEN_COMP_2YR_TRANS_YR3_RT': 795,
                                         'NOT1STGEN_WDRAW_ORIG_YR3_RT': 796, 'NOT1STGEN_WDRAW_4YR_TRANS_YR3_RT': 797,
                                         'NOT1STGEN_WDRAW_2YR_TRANS_YR3_RT': 798, 'NOT1STGEN_ENRL_ORIG_YR3_RT': 799,
                                         'NOT1STGEN_ENRL_4YR_TRANS_YR3_RT': 800, 'NOT1STGEN_ENRL_2YR_TRANS_YR3_RT': 801,
                                         'NOT1STGEN_UNKN_ORIG_YR3_RT': 802, 'NOT1STGEN_UNKN_4YR_TRANS_YR3_RT': 803,
                                         'NOT1STGEN_UNKN_2YR_TRANS_YR3_RT': 804, 'DEATH_YR4_RT': 805,
                                         'COMP_ORIG_YR4_RT': 806, 'COMP_4YR_TRANS_YR4_RT': 807,
                                         'COMP_2YR_TRANS_YR4_RT': 808, 'WDRAW_ORIG_YR4_RT': 809,
                                         'WDRAW_4YR_TRANS_YR4_RT': 810, 'WDRAW_2YR_TRANS_YR4_RT': 811,
                                         'ENRL_ORIG_YR4_RT': 812, 'ENRL_4YR_TRANS_YR4_RT': 813,
                                         'ENRL_2YR_TRANS_YR4_RT': 814, 'UNKN_ORIG_YR4_RT': 815,
                                         'UNKN_4YR_TRANS_YR4_RT': 816, 'UNKN_2YR_TRANS_YR4_RT': 817,
                                         'LO_INC_DEATH_YR4_RT': 818, 'LO_INC_COMP_ORIG_YR4_RT': 819,
                                         'LO_INC_COMP_4YR_TRANS_YR4_RT': 820, 'LO_INC_COMP_2YR_TRANS_YR4_RT': 821,
                                         'LO_INC_WDRAW_ORIG_YR4_RT': 822, 'LO_INC_WDRAW_4YR_TRANS_YR4_RT': 823,
                                         'LO_INC_WDRAW_2YR_TRANS_YR4_RT': 824, 'LO_INC_ENRL_ORIG_YR4_RT': 825,
                                         'LO_INC_ENRL_4YR_TRANS_YR4_RT': 826, 'LO_INC_ENRL_2YR_TRANS_YR4_RT': 827,
                                         'LO_INC_UNKN_ORIG_YR4_RT': 828, 'LO_INC_UNKN_4YR_TRANS_YR4_RT': 829,
                                         'LO_INC_UNKN_2YR_TRANS_YR4_RT': 830, 'MD_INC_DEATH_YR4_RT': 831,
                                         'MD_INC_COMP_ORIG_YR4_RT': 832, 'MD_INC_COMP_4YR_TRANS_YR4_RT': 833,
                                         'MD_INC_COMP_2YR_TRANS_YR4_RT': 834, 'MD_INC_WDRAW_ORIG_YR4_RT': 835,
                                         'MD_INC_WDRAW_4YR_TRANS_YR4_RT': 836, 'MD_INC_WDRAW_2YR_TRANS_YR4_RT': 837,
                                         'MD_INC_ENRL_ORIG_YR4_RT': 838, 'MD_INC_ENRL_4YR_TRANS_YR4_RT': 839,
                                         'MD_INC_ENRL_2YR_TRANS_YR4_RT': 840, 'MD_INC_UNKN_ORIG_YR4_RT': 841,
                                         'MD_INC_UNKN_4YR_TRANS_YR4_RT': 842, 'MD_INC_UNKN_2YR_TRANS_YR4_RT': 843,
                                         'HI_INC_DEATH_YR4_RT': 844, 'HI_INC_COMP_ORIG_YR4_RT': 845,
                                         'HI_INC_COMP_4YR_TRANS_YR4_RT': 846, 'HI_INC_COMP_2YR_TRANS_YR4_RT': 847,
                                         'HI_INC_WDRAW_ORIG_YR4_RT': 848, 'HI_INC_WDRAW_4YR_TRANS_YR4_RT': 849,
                                         'HI_INC_WDRAW_2YR_TRANS_YR4_RT': 850, 'HI_INC_ENRL_ORIG_YR4_RT': 851,
                                         'HI_INC_ENRL_4YR_TRANS_YR4_RT': 852, 'HI_INC_ENRL_2YR_TRANS_YR4_RT': 853,
                                         'HI_INC_UNKN_ORIG_YR4_RT': 854, 'HI_INC_UNKN_4YR_TRANS_YR4_RT': 855,
                                         'HI_INC_UNKN_2YR_TRANS_YR4_RT': 856, 'DEP_DEATH_YR4_RT': 857,
                                         'DEP_COMP_ORIG_YR4_RT': 858, 'DEP_COMP_4YR_TRANS_YR4_RT': 859,
                                         'DEP_COMP_2YR_TRANS_YR4_RT': 860, 'DEP_WDRAW_ORIG_YR4_RT': 861,
                                         'DEP_WDRAW_4YR_TRANS_YR4_RT': 862, 'DEP_WDRAW_2YR_TRANS_YR4_RT': 863,
                                         'DEP_ENRL_ORIG_YR4_RT': 864, 'DEP_ENRL_4YR_TRANS_YR4_RT': 865,
                                         'DEP_ENRL_2YR_TRANS_YR4_RT': 866, 'DEP_UNKN_ORIG_YR4_RT': 867,
                                         'DEP_UNKN_4YR_TRANS_YR4_RT': 868, 'DEP_UNKN_2YR_TRANS_YR4_RT': 869,
                                         'IND_DEATH_YR4_RT': 870, 'IND_COMP_ORIG_YR4_RT': 871,
                                         'IND_COMP_4YR_TRANS_YR4_RT': 872, 'IND_COMP_2YR_TRANS_YR4_RT': 873,
                                         'IND_WDRAW_ORIG_YR4_RT': 874, 'IND_WDRAW_4YR_TRANS_YR4_RT': 875,
                                         'IND_WDRAW_2YR_TRANS_YR4_RT': 876, 'IND_ENRL_ORIG_YR4_RT': 877,
                                         'IND_ENRL_4YR_TRANS_YR4_RT': 878, 'IND_ENRL_2YR_TRANS_YR4_RT': 879,
                                         'IND_UNKN_ORIG_YR4_RT': 880, 'IND_UNKN_4YR_TRANS_YR4_RT': 881,
                                         'IND_UNKN_2YR_TRANS_YR4_RT': 882, 'FEMALE_DEATH_YR4_RT': 883,
                                         'FEMALE_COMP_ORIG_YR4_RT': 884, 'FEMALE_COMP_4YR_TRANS_YR4_RT': 885,
                                         'FEMALE_COMP_2YR_TRANS_YR4_RT': 886, 'FEMALE_WDRAW_ORIG_YR4_RT': 887,
                                         'FEMALE_WDRAW_4YR_TRANS_YR4_RT': 888, 'FEMALE_WDRAW_2YR_TRANS_YR4_RT': 889,
                                         'FEMALE_ENRL_ORIG_YR4_RT': 890, 'FEMALE_ENRL_4YR_TRANS_YR4_RT': 891,
                                         'FEMALE_ENRL_2YR_TRANS_YR4_RT': 892, 'FEMALE_UNKN_ORIG_YR4_RT': 893,
                                         'FEMALE_UNKN_4YR_TRANS_YR4_RT': 894, 'FEMALE_UNKN_2YR_TRANS_YR4_RT': 895,
                                         'MALE_DEATH_YR4_RT': 896, 'MALE_COMP_ORIG_YR4_RT': 897,
                                         'MALE_COMP_4YR_TRANS_YR4_RT': 898, 'MALE_COMP_2YR_TRANS_YR4_RT': 899,
                                         'MALE_WDRAW_ORIG_YR4_RT': 900, 'MALE_WDRAW_4YR_TRANS_YR4_RT': 901,
                                         'MALE_WDRAW_2YR_TRANS_YR4_RT': 902, 'MALE_ENRL_ORIG_YR4_RT': 903,
                                         'MALE_ENRL_4YR_TRANS_YR4_RT': 904, 'MALE_ENRL_2YR_TRANS_YR4_RT': 905,
                                         'MALE_UNKN_ORIG_YR4_RT': 906, 'MALE_UNKN_4YR_TRANS_YR4_RT': 907,
                                         'MALE_UNKN_2YR_TRANS_YR4_RT': 908, 'PELL_DEATH_YR4_RT': 909,
                                         'PELL_COMP_ORIG_YR4_RT': 910, 'PELL_COMP_4YR_TRANS_YR4_RT': 911,
                                         'PELL_COMP_2YR_TRANS_YR4_RT': 912, 'PELL_WDRAW_ORIG_YR4_RT': 913,
                                         'PELL_WDRAW_4YR_TRANS_YR4_RT': 914, 'PELL_WDRAW_2YR_TRANS_YR4_RT': 915,
                                         'PELL_ENRL_ORIG_YR4_RT': 916, 'PELL_ENRL_4YR_TRANS_YR4_RT': 917,
                                         'PELL_ENRL_2YR_TRANS_YR4_RT': 918, 'PELL_UNKN_ORIG_YR4_RT': 919,
                                         'PELL_UNKN_4YR_TRANS_YR4_RT': 920, 'PELL_UNKN_2YR_TRANS_YR4_RT': 921,
                                         'NOPELL_DEATH_YR4_RT': 922, 'NOPELL_COMP_ORIG_YR4_RT': 923,
                                         'NOPELL_COMP_4YR_TRANS_YR4_RT': 924, 'NOPELL_COMP_2YR_TRANS_YR4_RT': 925,
                                         'NOPELL_WDRAW_ORIG_YR4_RT': 926, 'NOPELL_WDRAW_4YR_TRANS_YR4_RT': 927,
                                         'NOPELL_WDRAW_2YR_TRANS_YR4_RT': 928, 'NOPELL_ENRL_ORIG_YR4_RT': 929,
                                         'NOPELL_ENRL_4YR_TRANS_YR4_RT': 930, 'NOPELL_ENRL_2YR_TRANS_YR4_RT': 931,
                                         'NOPELL_UNKN_ORIG_YR4_RT': 932, 'NOPELL_UNKN_4YR_TRANS_YR4_RT': 933,
                                         'NOPELL_UNKN_2YR_TRANS_YR4_RT': 934, 'LOAN_DEATH_YR4_RT': 935,
                                         'LOAN_COMP_ORIG_YR4_RT': 936, 'LOAN_COMP_4YR_TRANS_YR4_RT': 937,
                                         'LOAN_COMP_2YR_TRANS_YR4_RT': 938, 'LOAN_WDRAW_ORIG_YR4_RT': 939,
                                         'LOAN_WDRAW_4YR_TRANS_YR4_RT': 940, 'LOAN_WDRAW_2YR_TRANS_YR4_RT': 941,
                                         'LOAN_ENRL_ORIG_YR4_RT': 942, 'LOAN_ENRL_4YR_TRANS_YR4_RT': 943,
                                         'LOAN_ENRL_2YR_TRANS_YR4_RT': 944, 'LOAN_UNKN_ORIG_YR4_RT': 945,
                                         'LOAN_UNKN_4YR_TRANS_YR4_RT': 946, 'LOAN_UNKN_2YR_TRANS_YR4_RT': 947,
                                         'NOLOAN_DEATH_YR4_RT': 948, 'NOLOAN_COMP_ORIG_YR4_RT': 949,
                                         'NOLOAN_COMP_4YR_TRANS_YR4_RT': 950, 'NOLOAN_COMP_2YR_TRANS_YR4_RT': 951,
                                         'NOLOAN_WDRAW_ORIG_YR4_RT': 952, 'NOLOAN_WDRAW_4YR_TRANS_YR4_RT': 953,
                                         'NOLOAN_WDRAW_2YR_TRANS_YR4_RT': 954, 'NOLOAN_ENRL_ORIG_YR4_RT': 955,
                                         'NOLOAN_ENRL_4YR_TRANS_YR4_RT': 956, 'NOLOAN_ENRL_2YR_TRANS_YR4_RT': 957,
                                         'NOLOAN_UNKN_ORIG_YR4_RT': 958, 'NOLOAN_UNKN_4YR_TRANS_YR4_RT': 959,
                                         'NOLOAN_UNKN_2YR_TRANS_YR4_RT': 960, 'FIRSTGEN_DEATH_YR4_RT': 961,
                                         'FIRSTGEN_COMP_ORIG_YR4_RT': 962, 'FIRSTGEN_COMP_4YR_TRANS_YR4_RT': 963,
                                         'FIRSTGEN_COMP_2YR_TRANS_YR4_RT': 964, 'FIRSTGEN_WDRAW_ORIG_YR4_RT': 965,
                                         'FIRSTGEN_WDRAW_4YR_TRANS_YR4_RT': 966, 'FIRSTGEN_WDRAW_2YR_TRANS_YR4_RT': 967,
                                         'FIRSTGEN_ENRL_ORIG_YR4_RT': 968, 'FIRSTGEN_ENRL_4YR_TRANS_YR4_RT': 969,
                                         'FIRSTGEN_ENRL_2YR_TRANS_YR4_RT': 970, 'FIRSTGEN_UNKN_ORIG_YR4_RT': 971,
                                         'FIRSTGEN_UNKN_4YR_TRANS_YR4_RT': 972, 'FIRSTGEN_UNKN_2YR_TRANS_YR4_RT': 973,
                                         'NOT1STGEN_DEATH_YR4_RT': 974, 'NOT1STGEN_COMP_ORIG_YR4_RT': 975,
                                         'NOT1STGEN_COMP_4YR_TRANS_YR4_RT': 976, 'NOT1STGEN_COMP_2YR_TRANS_YR4_RT': 977,
                                         'NOT1STGEN_WDRAW_ORIG_YR4_RT': 978, 'NOT1STGEN_WDRAW_4YR_TRANS_YR4_RT': 979,
                                         'NOT1STGEN_WDRAW_2YR_TRANS_YR4_RT': 980, 'NOT1STGEN_ENRL_ORIG_YR4_RT': 981,
                                         'NOT1STGEN_ENRL_4YR_TRANS_YR4_RT': 982, 'NOT1STGEN_ENRL_2YR_TRANS_YR4_RT': 983,
                                         'NOT1STGEN_UNKN_ORIG_YR4_RT': 984, 'NOT1STGEN_UNKN_4YR_TRANS_YR4_RT': 985,
                                         'NOT1STGEN_UNKN_2YR_TRANS_YR4_RT': 986, 'DEATH_YR6_RT': 987,
                                         'COMP_ORIG_YR6_RT': 988, 'COMP_4YR_TRANS_YR6_RT': 989,
                                         'COMP_2YR_TRANS_YR6_RT': 990, 'WDRAW_ORIG_YR6_RT': 991,
                                         'WDRAW_4YR_TRANS_YR6_RT': 992, 'WDRAW_2YR_TRANS_YR6_RT': 993,
                                         'ENRL_ORIG_YR6_RT': 994, 'ENRL_4YR_TRANS_YR6_RT': 995,
                                         'ENRL_2YR_TRANS_YR6_RT': 996, 'UNKN_ORIG_YR6_RT': 997,
                                         'UNKN_4YR_TRANS_YR6_RT': 998, 'UNKN_2YR_TRANS_YR6_RT': 999,
                                         'LO_INC_DEATH_YR6_RT': 1000, 'LO_INC_COMP_ORIG_YR6_RT': 1001,
                                         'LO_INC_COMP_4YR_TRANS_YR6_RT': 1002, 'LO_INC_COMP_2YR_TRANS_YR6_RT': 1003,
                                         'LO_INC_WDRAW_ORIG_YR6_RT': 1004, 'LO_INC_WDRAW_4YR_TRANS_YR6_RT': 1005,
                                         'LO_INC_WDRAW_2YR_TRANS_YR6_RT': 1006, 'LO_INC_ENRL_ORIG_YR6_RT': 1007,
                                         'LO_INC_ENRL_4YR_TRANS_YR6_RT': 1008, 'LO_INC_ENRL_2YR_TRANS_YR6_RT': 1009,
                                         'LO_INC_UNKN_ORIG_YR6_RT': 1010, 'LO_INC_UNKN_4YR_TRANS_YR6_RT': 1011,
                                         'LO_INC_UNKN_2YR_TRANS_YR6_RT': 1012, 'MD_INC_DEATH_YR6_RT': 1013,
                                         'MD_INC_COMP_ORIG_YR6_RT': 1014, 'MD_INC_COMP_4YR_TRANS_YR6_RT': 1015,
                                         'MD_INC_COMP_2YR_TRANS_YR6_RT': 1016, 'MD_INC_WDRAW_ORIG_YR6_RT': 1017,
                                         'MD_INC_WDRAW_4YR_TRANS_YR6_RT': 1018, 'MD_INC_WDRAW_2YR_TRANS_YR6_RT': 1019,
                                         'MD_INC_ENRL_ORIG_YR6_RT': 1020, 'MD_INC_ENRL_4YR_TRANS_YR6_RT': 1021,
                                         'MD_INC_ENRL_2YR_TRANS_YR6_RT': 1022, 'MD_INC_UNKN_ORIG_YR6_RT': 1023,
                                         'MD_INC_UNKN_4YR_TRANS_YR6_RT': 1024, 'MD_INC_UNKN_2YR_TRANS_YR6_RT': 1025,
                                         'HI_INC_DEATH_YR6_RT': 1026, 'HI_INC_COMP_ORIG_YR6_RT': 1027,
                                         'HI_INC_COMP_4YR_TRANS_YR6_RT': 1028, 'HI_INC_COMP_2YR_TRANS_YR6_RT': 1029,
                                         'HI_INC_WDRAW_ORIG_YR6_RT': 1030, 'HI_INC_WDRAW_4YR_TRANS_YR6_RT': 1031,
                                         'HI_INC_WDRAW_2YR_TRANS_YR6_RT': 1032, 'HI_INC_ENRL_ORIG_YR6_RT': 1033,
                                         'HI_INC_ENRL_4YR_TRANS_YR6_RT': 1034, 'HI_INC_ENRL_2YR_TRANS_YR6_RT': 1035,
                                         'HI_INC_UNKN_ORIG_YR6_RT': 1036, 'HI_INC_UNKN_4YR_TRANS_YR6_RT': 1037,
                                         'HI_INC_UNKN_2YR_TRANS_YR6_RT': 1038, 'DEP_DEATH_YR6_RT': 1039,
                                         'DEP_COMP_ORIG_YR6_RT': 1040, 'DEP_COMP_4YR_TRANS_YR6_RT': 1041,
                                         'DEP_COMP_2YR_TRANS_YR6_RT': 1042, 'DEP_WDRAW_ORIG_YR6_RT': 1043,
                                         'DEP_WDRAW_4YR_TRANS_YR6_RT': 1044, 'DEP_WDRAW_2YR_TRANS_YR6_RT': 1045,
                                         'DEP_ENRL_ORIG_YR6_RT': 1046, 'DEP_ENRL_4YR_TRANS_YR6_RT': 1047,
                                         'DEP_ENRL_2YR_TRANS_YR6_RT': 1048, 'DEP_UNKN_ORIG_YR6_RT': 1049,
                                         'DEP_UNKN_4YR_TRANS_YR6_RT': 1050, 'DEP_UNKN_2YR_TRANS_YR6_RT': 1051,
                                         'IND_DEATH_YR6_RT': 1052, 'IND_COMP_ORIG_YR6_RT': 1053,
                                         'IND_COMP_4YR_TRANS_YR6_RT': 1054, 'IND_COMP_2YR_TRANS_YR6_RT': 1055,
                                         'IND_WDRAW_ORIG_YR6_RT': 1056, 'IND_WDRAW_4YR_TRANS_YR6_RT': 1057,
                                         'IND_WDRAW_2YR_TRANS_YR6_RT': 1058, 'IND_ENRL_ORIG_YR6_RT': 1059,
                                         'IND_ENRL_4YR_TRANS_YR6_RT': 1060, 'IND_ENRL_2YR_TRANS_YR6_RT': 1061,
                                         'IND_UNKN_ORIG_YR6_RT': 1062, 'IND_UNKN_4YR_TRANS_YR6_RT': 1063,
                                         'IND_UNKN_2YR_TRANS_YR6_RT': 1064, 'FEMALE_DEATH_YR6_RT': 1065,
                                         'FEMALE_COMP_ORIG_YR6_RT': 1066, 'FEMALE_COMP_4YR_TRANS_YR6_RT': 1067,
                                         'FEMALE_COMP_2YR_TRANS_YR6_RT': 1068, 'FEMALE_WDRAW_ORIG_YR6_RT': 1069,
                                         'FEMALE_WDRAW_4YR_TRANS_YR6_RT': 1070, 'FEMALE_WDRAW_2YR_TRANS_YR6_RT': 1071,
                                         'FEMALE_ENRL_ORIG_YR6_RT': 1072, 'FEMALE_ENRL_4YR_TRANS_YR6_RT': 1073,
                                         'FEMALE_ENRL_2YR_TRANS_YR6_RT': 1074, 'FEMALE_UNKN_ORIG_YR6_RT': 1075,
                                         'FEMALE_UNKN_4YR_TRANS_YR6_RT': 1076, 'FEMALE_UNKN_2YR_TRANS_YR6_RT': 1077,
                                         'MALE_DEATH_YR6_RT': 1078, 'MALE_COMP_ORIG_YR6_RT': 1079,
                                         'MALE_COMP_4YR_TRANS_YR6_RT': 1080, 'MALE_COMP_2YR_TRANS_YR6_RT': 1081,
                                         'MALE_WDRAW_ORIG_YR6_RT': 1082, 'MALE_WDRAW_4YR_TRANS_YR6_RT': 1083,
                                         'MALE_WDRAW_2YR_TRANS_YR6_RT': 1084, 'MALE_ENRL_ORIG_YR6_RT': 1085,
                                         'MALE_ENRL_4YR_TRANS_YR6_RT': 1086, 'MALE_ENRL_2YR_TRANS_YR6_RT': 1087,
                                         'MALE_UNKN_ORIG_YR6_RT': 1088, 'MALE_UNKN_4YR_TRANS_YR6_RT': 1089,
                                         'MALE_UNKN_2YR_TRANS_YR6_RT': 1090, 'PELL_DEATH_YR6_RT': 1091,
                                         'PELL_COMP_ORIG_YR6_RT': 1092, 'PELL_COMP_4YR_TRANS_YR6_RT': 1093,
                                         'PELL_COMP_2YR_TRANS_YR6_RT': 1094, 'PELL_WDRAW_ORIG_YR6_RT': 1095,
                                         'PELL_WDRAW_4YR_TRANS_YR6_RT': 1096, 'PELL_WDRAW_2YR_TRANS_YR6_RT': 1097,
                                         'PELL_ENRL_ORIG_YR6_RT': 1098, 'PELL_ENRL_4YR_TRANS_YR6_RT': 1099,
                                         'PELL_ENRL_2YR_TRANS_YR6_RT': 1100, 'PELL_UNKN_ORIG_YR6_RT': 1101,
                                         'PELL_UNKN_4YR_TRANS_YR6_RT': 1102, 'PELL_UNKN_2YR_TRANS_YR6_RT': 1103,
                                         'NOPELL_DEATH_YR6_RT': 1104, 'NOPELL_COMP_ORIG_YR6_RT': 1105,
                                         'NOPELL_COMP_4YR_TRANS_YR6_RT': 1106, 'NOPELL_COMP_2YR_TRANS_YR6_RT': 1107,
                                         'NOPELL_WDRAW_ORIG_YR6_RT': 1108, 'NOPELL_WDRAW_4YR_TRANS_YR6_RT': 1109,
                                         'NOPELL_WDRAW_2YR_TRANS_YR6_RT': 1110, 'NOPELL_ENRL_ORIG_YR6_RT': 1111,
                                         'NOPELL_ENRL_4YR_TRANS_YR6_RT': 1112, 'NOPELL_ENRL_2YR_TRANS_YR6_RT': 1113,
                                         'NOPELL_UNKN_ORIG_YR6_RT': 1114, 'NOPELL_UNKN_4YR_TRANS_YR6_RT': 1115,
                                         'NOPELL_UNKN_2YR_TRANS_YR6_RT': 1116, 'LOAN_DEATH_YR6_RT': 1117,
                                         'LOAN_COMP_ORIG_YR6_RT': 1118, 'LOAN_COMP_4YR_TRANS_YR6_RT': 1119,
                                         'LOAN_COMP_2YR_TRANS_YR6_RT': 1120, 'LOAN_WDRAW_ORIG_YR6_RT': 1121,
                                         'LOAN_WDRAW_4YR_TRANS_YR6_RT': 1122, 'LOAN_WDRAW_2YR_TRANS_YR6_RT': 1123,
                                         'LOAN_ENRL_ORIG_YR6_RT': 1124, 'LOAN_ENRL_4YR_TRANS_YR6_RT': 1125,
                                         'LOAN_ENRL_2YR_TRANS_YR6_RT': 1126, 'LOAN_UNKN_ORIG_YR6_RT': 1127,
                                         'LOAN_UNKN_4YR_TRANS_YR6_RT': 1128, 'LOAN_UNKN_2YR_TRANS_YR6_RT': 1129,
                                         'NOLOAN_DEATH_YR6_RT': 1130, 'NOLOAN_COMP_ORIG_YR6_RT': 1131,
                                         'NOLOAN_COMP_4YR_TRANS_YR6_RT': 1132, 'NOLOAN_COMP_2YR_TRANS_YR6_RT': 1133,
                                         'NOLOAN_WDRAW_ORIG_YR6_RT': 1134, 'NOLOAN_WDRAW_4YR_TRANS_YR6_RT': 1135,
                                         'NOLOAN_WDRAW_2YR_TRANS_YR6_RT': 1136, 'NOLOAN_ENRL_ORIG_YR6_RT': 1137,
                                         'NOLOAN_ENRL_4YR_TRANS_YR6_RT': 1138, 'NOLOAN_ENRL_2YR_TRANS_YR6_RT': 1139,
                                         'NOLOAN_UNKN_ORIG_YR6_RT': 1140, 'NOLOAN_UNKN_4YR_TRANS_YR6_RT': 1141,
                                         'NOLOAN_UNKN_2YR_TRANS_YR6_RT': 1142, 'FIRSTGEN_DEATH_YR6_RT': 1143,
                                         'FIRSTGEN_COMP_ORIG_YR6_RT': 1144, 'FIRSTGEN_COMP_4YR_TRANS_YR6_RT': 1145,
                                         'FIRSTGEN_COMP_2YR_TRANS_YR6_RT': 1146, 'FIRSTGEN_WDRAW_ORIG_YR6_RT': 1147,
                                         'FIRSTGEN_WDRAW_4YR_TRANS_YR6_RT': 1148,
                                         'FIRSTGEN_WDRAW_2YR_TRANS_YR6_RT': 1149, 'FIRSTGEN_ENRL_ORIG_YR6_RT': 1150,
                                         'FIRSTGEN_ENRL_4YR_TRANS_YR6_RT': 1151, 'FIRSTGEN_ENRL_2YR_TRANS_YR6_RT': 1152,
                                         'FIRSTGEN_UNKN_ORIG_YR6_RT': 1153, 'FIRSTGEN_UNKN_4YR_TRANS_YR6_RT': 1154,
                                         'FIRSTGEN_UNKN_2YR_TRANS_YR6_RT': 1155, 'NOT1STGEN_DEATH_YR6_RT': 1156,
                                         'NOT1STGEN_COMP_ORIG_YR6_RT': 1157, 'NOT1STGEN_COMP_4YR_TRANS_YR6_RT': 1158,
                                         'NOT1STGEN_COMP_2YR_TRANS_YR6_RT': 1159, 'NOT1STGEN_WDRAW_ORIG_YR6_RT': 1160,
                                         'NOT1STGEN_WDRAW_4YR_TRANS_YR6_RT': 1161,
                                         'NOT1STGEN_WDRAW_2YR_TRANS_YR6_RT': 1162, 'NOT1STGEN_ENRL_ORIG_YR6_RT': 1163,
                                         'NOT1STGEN_ENRL_4YR_TRANS_YR6_RT': 1164,
                                         'NOT1STGEN_ENRL_2YR_TRANS_YR6_RT': 1165, 'NOT1STGEN_UNKN_ORIG_YR6_RT': 1166,
                                         'NOT1STGEN_UNKN_4YR_TRANS_YR6_RT': 1167,
                                         'NOT1STGEN_UNKN_2YR_TRANS_YR6_RT': 1168, 'DEATH_YR8_RT': 1169,
                                         'COMP_ORIG_YR8_RT': 1170, 'COMP_4YR_TRANS_YR8_RT': 1171,
                                         'COMP_2YR_TRANS_YR8_RT': 1172, 'WDRAW_ORIG_YR8_RT': 1173,
                                         'WDRAW_4YR_TRANS_YR8_RT': 1174, 'WDRAW_2YR_TRANS_YR8_RT': 1175,
                                         'ENRL_ORIG_YR8_RT': 1176, 'ENRL_4YR_TRANS_YR8_RT': 1177,
                                         'ENRL_2YR_TRANS_YR8_RT': 1178, 'UNKN_ORIG_YR8_RT': 1179,
                                         'UNKN_4YR_TRANS_YR8_RT': 1180, 'UNKN_2YR_TRANS_YR8_RT': 1181,
                                         'LO_INC_DEATH_YR8_RT': 1182, 'LO_INC_COMP_ORIG_YR8_RT': 1183,
                                         'LO_INC_COMP_4YR_TRANS_YR8_RT': 1184, 'LO_INC_COMP_2YR_TRANS_YR8_RT': 1185,
                                         'LO_INC_WDRAW_ORIG_YR8_RT': 1186, 'LO_INC_WDRAW_4YR_TRANS_YR8_RT': 1187,
                                         'LO_INC_WDRAW_2YR_TRANS_YR8_RT': 1188, 'LO_INC_ENRL_ORIG_YR8_RT': 1189,
                                         'LO_INC_ENRL_4YR_TRANS_YR8_RT': 1190, 'LO_INC_ENRL_2YR_TRANS_YR8_RT': 1191,
                                         'LO_INC_UNKN_ORIG_YR8_RT': 1192, 'LO_INC_UNKN_4YR_TRANS_YR8_RT': 1193,
                                         'LO_INC_UNKN_2YR_TRANS_YR8_RT': 1194, 'MD_INC_DEATH_YR8_RT': 1195,
                                         'MD_INC_COMP_ORIG_YR8_RT': 1196, 'MD_INC_COMP_4YR_TRANS_YR8_RT': 1197,
                                         'MD_INC_COMP_2YR_TRANS_YR8_RT': 1198, 'MD_INC_WDRAW_ORIG_YR8_RT': 1199,
                                         'MD_INC_WDRAW_4YR_TRANS_YR8_RT': 1200, 'MD_INC_WDRAW_2YR_TRANS_YR8_RT': 1201,
                                         'MD_INC_ENRL_ORIG_YR8_RT': 1202, 'MD_INC_ENRL_4YR_TRANS_YR8_RT': 1203,
                                         'MD_INC_ENRL_2YR_TRANS_YR8_RT': 1204, 'MD_INC_UNKN_ORIG_YR8_RT': 1205,
                                         'MD_INC_UNKN_4YR_TRANS_YR8_RT': 1206, 'MD_INC_UNKN_2YR_TRANS_YR8_RT': 1207,
                                         'HI_INC_DEATH_YR8_RT': 1208, 'HI_INC_COMP_ORIG_YR8_RT': 1209,
                                         'HI_INC_COMP_4YR_TRANS_YR8_RT': 1210, 'HI_INC_COMP_2YR_TRANS_YR8_RT': 1211,
                                         'HI_INC_WDRAW_ORIG_YR8_RT': 1212, 'HI_INC_WDRAW_4YR_TRANS_YR8_RT': 1213,
                                         'HI_INC_WDRAW_2YR_TRANS_YR8_RT': 1214, 'HI_INC_ENRL_ORIG_YR8_RT': 1215,
                                         'HI_INC_ENRL_4YR_TRANS_YR8_RT': 1216, 'HI_INC_ENRL_2YR_TRANS_YR8_RT': 1217,
                                         'HI_INC_UNKN_ORIG_YR8_RT': 1218, 'HI_INC_UNKN_4YR_TRANS_YR8_RT': 1219,
                                         'HI_INC_UNKN_2YR_TRANS_YR8_RT': 1220, 'DEP_DEATH_YR8_RT': 1221,
                                         'DEP_COMP_ORIG_YR8_RT': 1222, 'DEP_COMP_4YR_TRANS_YR8_RT': 1223,
                                         'DEP_COMP_2YR_TRANS_YR8_RT': 1224, 'DEP_WDRAW_ORIG_YR8_RT': 1225,
                                         'DEP_WDRAW_4YR_TRANS_YR8_RT': 1226, 'DEP_WDRAW_2YR_TRANS_YR8_RT': 1227,
                                         'DEP_ENRL_ORIG_YR8_RT': 1228, 'DEP_ENRL_4YR_TRANS_YR8_RT': 1229,
                                         'DEP_ENRL_2YR_TRANS_YR8_RT': 1230, 'DEP_UNKN_ORIG_YR8_RT': 1231,
                                         'DEP_UNKN_4YR_TRANS_YR8_RT': 1232, 'DEP_UNKN_2YR_TRANS_YR8_RT': 1233,
                                         'IND_DEATH_YR8_RT': 1234, 'IND_COMP_ORIG_YR8_RT': 1235,
                                         'IND_COMP_4YR_TRANS_YR8_RT': 1236, 'IND_COMP_2YR_TRANS_YR8_RT': 1237,
                                         'IND_WDRAW_ORIG_YR8_RT': 1238, 'IND_WDRAW_4YR_TRANS_YR8_RT': 1239,
                                         'IND_WDRAW_2YR_TRANS_YR8_RT': 1240, 'IND_ENRL_ORIG_YR8_RT': 1241,
                                         'IND_ENRL_4YR_TRANS_YR8_RT': 1242, 'IND_ENRL_2YR_TRANS_YR8_RT': 1243,
                                         'IND_UNKN_ORIG_YR8_RT': 1244, 'IND_UNKN_4YR_TRANS_YR8_RT': 1245,
                                         'IND_UNKN_2YR_TRANS_YR8_RT': 1246, 'FEMALE_DEATH_YR8_RT': 1247,
                                         'FEMALE_COMP_ORIG_YR8_RT': 1248, 'FEMALE_COMP_4YR_TRANS_YR8_RT': 1249,
                                         'FEMALE_COMP_2YR_TRANS_YR8_RT': 1250, 'FEMALE_WDRAW_ORIG_YR8_RT': 1251,
                                         'FEMALE_WDRAW_4YR_TRANS_YR8_RT': 1252, 'FEMALE_WDRAW_2YR_TRANS_YR8_RT': 1253,
                                         'FEMALE_ENRL_ORIG_YR8_RT': 1254, 'FEMALE_ENRL_4YR_TRANS_YR8_RT': 1255,
                                         'FEMALE_ENRL_2YR_TRANS_YR8_RT': 1256, 'FEMALE_UNKN_ORIG_YR8_RT': 1257,
                                         'FEMALE_UNKN_4YR_TRANS_YR8_RT': 1258, 'FEMALE_UNKN_2YR_TRANS_YR8_RT': 1259,
                                         'MALE_DEATH_YR8_RT': 1260, 'MALE_COMP_ORIG_YR8_RT': 1261,
                                         'MALE_COMP_4YR_TRANS_YR8_RT': 1262, 'MALE_COMP_2YR_TRANS_YR8_RT': 1263,
                                         'MALE_WDRAW_ORIG_YR8_RT': 1264, 'MALE_WDRAW_4YR_TRANS_YR8_RT': 1265,
                                         'MALE_WDRAW_2YR_TRANS_YR8_RT': 1266, 'MALE_ENRL_ORIG_YR8_RT': 1267,
                                         'MALE_ENRL_4YR_TRANS_YR8_RT': 1268, 'MALE_ENRL_2YR_TRANS_YR8_RT': 1269,
                                         'MALE_UNKN_ORIG_YR8_RT': 1270, 'MALE_UNKN_4YR_TRANS_YR8_RT': 1271,
                                         'MALE_UNKN_2YR_TRANS_YR8_RT': 1272, 'PELL_DEATH_YR8_RT': 1273,
                                         'PELL_COMP_ORIG_YR8_RT': 1274, 'PELL_COMP_4YR_TRANS_YR8_RT': 1275,
                                         'PELL_COMP_2YR_TRANS_YR8_RT': 1276, 'PELL_WDRAW_ORIG_YR8_RT': 1277,
                                         'PELL_WDRAW_4YR_TRANS_YR8_RT': 1278, 'PELL_WDRAW_2YR_TRANS_YR8_RT': 1279,
                                         'PELL_ENRL_ORIG_YR8_RT': 1280, 'PELL_ENRL_4YR_TRANS_YR8_RT': 1281,
                                         'PELL_ENRL_2YR_TRANS_YR8_RT': 1282, 'PELL_UNKN_ORIG_YR8_RT': 1283,
                                         'PELL_UNKN_4YR_TRANS_YR8_RT': 1284, 'PELL_UNKN_2YR_TRANS_YR8_RT': 1285,
                                         'NOPELL_DEATH_YR8_RT': 1286, 'NOPELL_COMP_ORIG_YR8_RT': 1287,
                                         'NOPELL_COMP_4YR_TRANS_YR8_RT': 1288, 'NOPELL_COMP_2YR_TRANS_YR8_RT': 1289,
                                         'NOPELL_WDRAW_ORIG_YR8_RT': 1290, 'NOPELL_WDRAW_4YR_TRANS_YR8_RT': 1291,
                                         'NOPELL_WDRAW_2YR_TRANS_YR8_RT': 1292, 'NOPELL_ENRL_ORIG_YR8_RT': 1293,
                                         'NOPELL_ENRL_4YR_TRANS_YR8_RT': 1294, 'NOPELL_ENRL_2YR_TRANS_YR8_RT': 1295,
                                         'NOPELL_UNKN_ORIG_YR8_RT': 1296, 'NOPELL_UNKN_4YR_TRANS_YR8_RT': 1297,
                                         'NOPELL_UNKN_2YR_TRANS_YR8_RT': 1298, 'LOAN_DEATH_YR8_RT': 1299,
                                         'LOAN_COMP_ORIG_YR8_RT': 1300, 'LOAN_COMP_4YR_TRANS_YR8_RT': 1301,
                                         'LOAN_COMP_2YR_TRANS_YR8_RT': 1302, 'LOAN_WDRAW_ORIG_YR8_RT': 1303,
                                         'LOAN_WDRAW_4YR_TRANS_YR8_RT': 1304, 'LOAN_WDRAW_2YR_TRANS_YR8_RT': 1305,
                                         'LOAN_ENRL_ORIG_YR8_RT': 1306, 'LOAN_ENRL_4YR_TRANS_YR8_RT': 1307,
                                         'LOAN_ENRL_2YR_TRANS_YR8_RT': 1308, 'LOAN_UNKN_ORIG_YR8_RT': 1309,
                                         'LOAN_UNKN_4YR_TRANS_YR8_RT': 1310, 'LOAN_UNKN_2YR_TRANS_YR8_RT': 1311,
                                         'NOLOAN_DEATH_YR8_RT': 1312, 'NOLOAN_COMP_ORIG_YR8_RT': 1313,
                                         'NOLOAN_COMP_4YR_TRANS_YR8_RT': 1314, 'NOLOAN_COMP_2YR_TRANS_YR8_RT': 1315,
                                         'NOLOAN_WDRAW_ORIG_YR8_RT': 1316, 'NOLOAN_WDRAW_4YR_TRANS_YR8_RT': 1317,
                                         'NOLOAN_WDRAW_2YR_TRANS_YR8_RT': 1318, 'NOLOAN_ENRL_ORIG_YR8_RT': 1319,
                                         'NOLOAN_ENRL_4YR_TRANS_YR8_RT': 1320, 'NOLOAN_ENRL_2YR_TRANS_YR8_RT': 1321,
                                         'NOLOAN_UNKN_ORIG_YR8_RT': 1322, 'NOLOAN_UNKN_4YR_TRANS_YR8_RT': 1323,
                                         'NOLOAN_UNKN_2YR_TRANS_YR8_RT': 1324, 'FIRSTGEN_DEATH_YR8_RT': 1325,
                                         'FIRSTGEN_COMP_ORIG_YR8_RT': 1326, 'FIRSTGEN_COMP_4YR_TRANS_YR8_RT': 1327,
                                         'FIRSTGEN_COMP_2YR_TRANS_YR8_RT': 1328, 'FIRSTGEN_WDRAW_ORIG_YR8_RT': 1329,
                                         'FIRSTGEN_WDRAW_4YR_TRANS_YR8_RT': 1330,
                                         'FIRSTGEN_WDRAW_2YR_TRANS_YR8_RT': 1331, 'FIRSTGEN_ENRL_ORIG_YR8_RT': 1332,
                                         'FIRSTGEN_ENRL_4YR_TRANS_YR8_RT': 1333, 'FIRSTGEN_ENRL_2YR_TRANS_YR8_RT': 1334,
                                         'FIRSTGEN_UNKN_ORIG_YR8_RT': 1335, 'FIRSTGEN_UNKN_4YR_TRANS_YR8_RT': 1336,
                                         'FIRSTGEN_UNKN_2YR_TRANS_YR8_RT': 1337, 'NOT1STGEN_DEATH_YR8_RT': 1338,
                                         'NOT1STGEN_COMP_ORIG_YR8_RT': 1339, 'NOT1STGEN_COMP_4YR_TRANS_YR8_RT': 1340,
                                         'NOT1STGEN_COMP_2YR_TRANS_YR8_RT': 1341, 'NOT1STGEN_WDRAW_ORIG_YR8_RT': 1342,
                                         'NOT1STGEN_WDRAW_4YR_TRANS_YR8_RT': 1343,
                                         'NOT1STGEN_WDRAW_2YR_TRANS_YR8_RT': 1344, 'NOT1STGEN_ENRL_ORIG_YR8_RT': 1345,
                                         'NOT1STGEN_ENRL_4YR_TRANS_YR8_RT': 1346,
                                         'NOT1STGEN_ENRL_2YR_TRANS_YR8_RT': 1347, 'NOT1STGEN_UNKN_ORIG_YR8_RT': 1348,
                                         'NOT1STGEN_UNKN_4YR_TRANS_YR8_RT': 1349,
                                         'NOT1STGEN_UNKN_2YR_TRANS_YR8_RT': 1350, 'RPY_1YR_RT': 1351,
                                         'COMPL_RPY_1YR_RT': 1352, 'NONCOM_RPY_1YR_RT': 1353, 'LO_INC_RPY_1YR_RT': 1354,
                                         'MD_INC_RPY_1YR_RT': 1355, 'HI_INC_RPY_1YR_RT': 1356, 'DEP_RPY_1YR_RT': 1357,
                                         'IND_RPY_1YR_RT': 1358, 'PELL_RPY_1YR_RT': 1359, 'NOPELL_RPY_1YR_RT': 1360,
                                         'FEMALE_RPY_1YR_RT': 1361, 'MALE_RPY_1YR_RT': 1362,
                                         'FIRSTGEN_RPY_1YR_RT': 1363, 'NOTFIRSTGEN_RPY_1YR_RT': 1364,
                                         'RPY_3YR_RT': 1365, 'COMPL_RPY_3YR_RT': 1366, 'NONCOM_RPY_3YR_RT': 1367,
                                         'LO_INC_RPY_3YR_RT': 1368, 'MD_INC_RPY_3YR_RT': 1369,
                                         'HI_INC_RPY_3YR_RT': 1370, 'DEP_RPY_3YR_RT': 1371, 'IND_RPY_3YR_RT': 1372,
                                         'PELL_RPY_3YR_RT': 1373, 'NOPELL_RPY_3YR_RT': 1374, 'FEMALE_RPY_3YR_RT': 1375,
                                         'MALE_RPY_3YR_RT': 1376, 'FIRSTGEN_RPY_3YR_RT': 1377,
                                         'NOTFIRSTGEN_RPY_3YR_RT': 1378, 'RPY_5YR_RT': 1379, 'COMPL_RPY_5YR_RT': 1380,
                                         'NONCOM_RPY_5YR_RT': 1381, 'LO_INC_RPY_5YR_RT': 1382,
                                         'MD_INC_RPY_5YR_RT': 1383, 'HI_INC_RPY_5YR_RT': 1384, 'DEP_RPY_5YR_RT': 1385,
                                         'IND_RPY_5YR_RT': 1386, 'PELL_RPY_5YR_RT': 1387, 'NOPELL_RPY_5YR_RT': 1388,
                                         'FEMALE_RPY_5YR_RT': 1389, 'MALE_RPY_5YR_RT': 1390,
                                         'FIRSTGEN_RPY_5YR_RT': 1391, 'NOTFIRSTGEN_RPY_5YR_RT': 1392,
                                         'RPY_7YR_RT': 1393, 'COMPL_RPY_7YR_RT': 1394, 'NONCOM_RPY_7YR_RT': 1395,
                                         'LO_INC_RPY_7YR_RT': 1396, 'MD_INC_RPY_7YR_RT': 1397,
                                         'HI_INC_RPY_7YR_RT': 1398, 'DEP_RPY_7YR_RT': 1399, 'IND_RPY_7YR_RT': 1400,
                                         'PELL_RPY_7YR_RT': 1401, 'NOPELL_RPY_7YR_RT': 1402, 'FEMALE_RPY_7YR_RT': 1403,
                                         'MALE_RPY_7YR_RT': 1404, 'FIRSTGEN_RPY_7YR_RT': 1405,
                                         'NOTFIRSTGEN_RPY_7YR_RT': 1406, 'INC_PCT_LO': 1407, 'DEP_STAT_PCT_IND': 1408,
                                         'DEP_INC_PCT_LO': 1409, 'IND_INC_PCT_LO': 1410, 'PAR_ED_PCT_1STGEN': 1411,
                                         'INC_PCT_M1': 1412, 'INC_PCT_M2': 1413, 'INC_PCT_H1': 1414, 'INC_PCT_H2': 1415,
                                         'DEP_INC_PCT_M1': 1416, 'DEP_INC_PCT_M2': 1417, 'DEP_INC_PCT_H1': 1418,
                                         'DEP_INC_PCT_H2': 1419, 'IND_INC_PCT_M1': 1420, 'IND_INC_PCT_M2': 1421,
                                         'IND_INC_PCT_H1': 1422, 'IND_INC_PCT_H2': 1423, 'PAR_ED_PCT_MS': 1424,
                                         'PAR_ED_PCT_HS': 1425, 'PAR_ED_PCT_PS': 1426, 'APPL_SCH_PCT_GE2': 1427,
                                         'APPL_SCH_PCT_GE3': 1428, 'APPL_SCH_PCT_GE4': 1429, 'APPL_SCH_PCT_GE5': 1430,
                                         'DEP_INC_AVG': 1431, 'IND_INC_AVG': 1432, 'OVERALL_YR2_N': 1433,
                                         'LO_INC_YR2_N': 1434, 'MD_INC_YR2_N': 1435, 'HI_INC_YR2_N': 1436,
                                         'DEP_YR2_N': 1437, 'IND_YR2_N': 1438, 'FEMALE_YR2_N': 1439, 'MALE_YR2_N': 1440,
                                         'PELL_YR2_N': 1441, 'NOPELL_YR2_N': 1442, 'LOAN_YR2_N': 1443,
                                         'NOLOAN_YR2_N': 1444, 'FIRSTGEN_YR2_N': 1445, 'NOT1STGEN_YR2_N': 1446,
                                         'OVERALL_YR3_N': 1447, 'LO_INC_YR3_N': 1448, 'MD_INC_YR3_N': 1449,
                                         'HI_INC_YR3_N': 1450, 'DEP_YR3_N': 1451, 'IND_YR3_N': 1452,
                                         'FEMALE_YR3_N': 1453, 'MALE_YR3_N': 1454, 'PELL_YR3_N': 1455,
                                         'NOPELL_YR3_N': 1456, 'LOAN_YR3_N': 1457, 'NOLOAN_YR3_N': 1458,
                                         'FIRSTGEN_YR3_N': 1459, 'NOT1STGEN_YR3_N': 1460, 'OVERALL_YR4_N': 1461,
                                         'LO_INC_YR4_N': 1462, 'MD_INC_YR4_N': 1463, 'HI_INC_YR4_N': 1464,
                                         'DEP_YR4_N': 1465, 'IND_YR4_N': 1466, 'FEMALE_YR4_N': 1467, 'MALE_YR4_N': 1468,
                                         'PELL_YR4_N': 1469, 'NOPELL_YR4_N': 1470, 'LOAN_YR4_N': 1471,
                                         'NOLOAN_YR4_N': 1472, 'FIRSTGEN_YR4_N': 1473, 'NOT1STGEN_YR4_N': 1474,
                                         'OVERALL_YR6_N': 1475, 'LO_INC_YR6_N': 1476, 'MD_INC_YR6_N': 1477,
                                         'HI_INC_YR6_N': 1478, 'DEP_YR6_N': 1479, 'IND_YR6_N': 1480,
                                         'FEMALE_YR6_N': 1481, 'MALE_YR6_N': 1482, 'PELL_YR6_N': 1483,
                                         'NOPELL_YR6_N': 1484, 'LOAN_YR6_N': 1485, 'NOLOAN_YR6_N': 1486,
                                         'FIRSTGEN_YR6_N': 1487, 'NOT1STGEN_YR6_N': 1488, 'OVERALL_YR8_N': 1489,
                                         'LO_INC_YR8_N': 1490, 'MD_INC_YR8_N': 1491, 'HI_INC_YR8_N': 1492,
                                         'DEP_YR8_N': 1493, 'IND_YR8_N': 1494, 'FEMALE_YR8_N': 1495, 'MALE_YR8_N': 1496,
                                         'PELL_YR8_N': 1497, 'NOPELL_YR8_N': 1498, 'LOAN_YR8_N': 1499,
                                         'NOLOAN_YR8_N': 1500, 'FIRSTGEN_YR8_N': 1501, 'NOT1STGEN_YR8_N': 1502,
                                         'DEBT_MDN': 1503, 'GRAD_DEBT_MDN': 1504, 'WDRAW_DEBT_MDN': 1505,
                                         'LO_INC_DEBT_MDN': 1506, 'MD_INC_DEBT_MDN': 1507, 'HI_INC_DEBT_MDN': 1508,
                                         'DEP_DEBT_MDN': 1509, 'IND_DEBT_MDN': 1510, 'PELL_DEBT_MDN': 1511,
                                         'NOPELL_DEBT_MDN': 1512, 'FEMALE_DEBT_MDN': 1513, 'MALE_DEBT_MDN': 1514,
                                         'FIRSTGEN_DEBT_MDN': 1515, 'NOTFIRSTGEN_DEBT_MDN': 1516, 'DEBT_N': 1517,
                                         'GRAD_DEBT_N': 1518, 'WDRAW_DEBT_N': 1519, 'LO_INC_DEBT_N': 1520,
                                         'MD_INC_DEBT_N': 1521, 'HI_INC_DEBT_N': 1522, 'DEP_DEBT_N': 1523,
                                         'IND_DEBT_N': 1524, 'PELL_DEBT_N': 1525, 'NOPELL_DEBT_N': 1526,
                                         'FEMALE_DEBT_N': 1527, 'MALE_DEBT_N': 1528, 'FIRSTGEN_DEBT_N': 1529,
                                         'NOTFIRSTGEN_DEBT_N': 1530, 'GRAD_DEBT_MDN10YR': 1531, 'CUML_DEBT_N': 1532,
                                         'CUML_DEBT_P90': 1533, 'CUML_DEBT_P75': 1534, 'CUML_DEBT_P25': 1535,
                                         'CUML_DEBT_P10': 1536, 'INC_N': 1537, 'DEP_INC_N': 1538, 'IND_INC_N': 1539,
                                         'DEP_STAT_N': 1540, 'PAR_ED_N': 1541, 'APPL_SCH_N': 1542, 'REPAY_DT_MDN': 1543,
                                         'SEPAR_DT_MDN': 1544, 'REPAY_DT_N': 1545, 'SEPAR_DT_N': 1546,
                                         'RPY_1YR_N': 1547, 'COMPL_RPY_1YR_N': 1548, 'NONCOM_RPY_1YR_N': 1549,
                                         'LO_INC_RPY_1YR_N': 1550, 'MD_INC_RPY_1YR_N': 1551, 'HI_INC_RPY_1YR_N': 1552,
                                         'DEP_RPY_1YR_N': 1553, 'IND_RPY_1YR_N': 1554, 'PELL_RPY_1YR_N': 1555,
                                         'NOPELL_RPY_1YR_N': 1556, 'FEMALE_RPY_1YR_N': 1557, 'MALE_RPY_1YR_N': 1558,
                                         'FIRSTGEN_RPY_1YR_N': 1559, 'NOTFIRSTGEN_RPY_1YR_N': 1560, 'RPY_3YR_N': 1561,
                                         'COMPL_RPY_3YR_N': 1562, 'NONCOM_RPY_3YR_N': 1563, 'LO_INC_RPY_3YR_N': 1564,
                                         'MD_INC_RPY_3YR_N': 1565, 'HI_INC_RPY_3YR_N': 1566, 'DEP_RPY_3YR_N': 1567,
                                         'IND_RPY_3YR_N': 1568, 'PELL_RPY_3YR_N': 1569, 'NOPELL_RPY_3YR_N': 1570,
                                         'FEMALE_RPY_3YR_N': 1571, 'MALE_RPY_3YR_N': 1572, 'FIRSTGEN_RPY_3YR_N': 1573,
                                         'NOTFIRSTGEN_RPY_3YR_N': 1574, 'RPY_5YR_N': 1575, 'COMPL_RPY_5YR_N': 1576,
                                         'NONCOM_RPY_5YR_N': 1577, 'LO_INC_RPY_5YR_N': 1578, 'MD_INC_RPY_5YR_N': 1579,
                                         'HI_INC_RPY_5YR_N': 1580, 'DEP_RPY_5YR_N': 1581, 'IND_RPY_5YR_N': 1582,
                                         'PELL_RPY_5YR_N': 1583, 'NOPELL_RPY_5YR_N': 1584, 'FEMALE_RPY_5YR_N': 1585,
                                         'MALE_RPY_5YR_N': 1586, 'FIRSTGEN_RPY_5YR_N': 1587,
                                         'NOTFIRSTGEN_RPY_5YR_N': 1588, 'RPY_7YR_N': 1589, 'COMPL_RPY_7YR_N': 1590,
                                         'NONCOM_RPY_7YR_N': 1591, 'LO_INC_RPY_7YR_N': 1592, 'MD_INC_RPY_7YR_N': 1593,
                                         'HI_INC_RPY_7YR_N': 1594, 'DEP_RPY_7YR_N': 1595, 'IND_RPY_7YR_N': 1596,
                                         'PELL_RPY_7YR_N': 1597, 'NOPELL_RPY_7YR_N': 1598, 'FEMALE_RPY_7YR_N': 1599,
                                         'MALE_RPY_7YR_N': 1600, 'FIRSTGEN_RPY_7YR_N': 1601,
                                         'NOTFIRSTGEN_RPY_7YR_N': 1602, 'COUNT_ED': 1603, 'LOAN_EVER': 1604,
                                         'PELL_EVER': 1605, 'AGE_ENTRY': 1606, 'AGE_ENTRY_SQ': 1607, 'AGEGE24': 1608,
                                         'FEMALE': 1609, 'MARRIED': 1610, 'DEPENDENT': 1611, 'VETERAN': 1612,
                                         'FIRST_GEN': 1613, 'FAMINC': 1614, 'MD_FAMINC': 1615, 'FAMINC_IND': 1616,
                                         'LNFAMINC': 1617, 'LNFAMINC_IND': 1618, 'PCT_WHITE': 1619, 'PCT_BLACK': 1620,
                                         'PCT_ASIAN': 1621, 'PCT_HISPANIC': 1622, 'PCT_BA': 1623, 'PCT_GRAD_PROF': 1624,
                                         'PCT_BORN_US': 1625, 'MEDIAN_HH_INC': 1626, 'POVERTY_RATE': 1627,
                                         'UNEMP_RATE': 1628, 'LN_MEDIAN_HH_INC': 1629, 'FSEND_COUNT': 1630,
                                         'FSEND_1': 1631, 'FSEND_2': 1632, 'FSEND_3': 1633, 'FSEND_4': 1634,
                                         'FSEND_5': 1635, 'COUNT_NWNE_P10': 1636, 'COUNT_WNE_P10': 1637,
                                         'MN_EARN_WNE_P10': 1638, 'MD_EARN_WNE_P10': 1639, 'PCT10_EARN_WNE_P10': 1640,
                                         'PCT25_EARN_WNE_P10': 1641, 'PCT75_EARN_WNE_P10': 1642,
                                         'PCT90_EARN_WNE_P10': 1643, 'SD_EARN_WNE_P10': 1644,
                                         'COUNT_WNE_INC1_P10': 1645, 'COUNT_WNE_INC2_P10': 1646,
                                         'COUNT_WNE_INC3_P10': 1647, 'COUNT_WNE_INDEP0_INC1_P10': 1648,
                                         'COUNT_WNE_INDEP0_P10': 1649, 'COUNT_WNE_INDEP1_P10': 1650,
                                         'COUNT_WNE_MALE0_P10': 1651, 'COUNT_WNE_MALE1_P10': 1652, 'GT_25K_P10': 1653,
                                         'MN_EARN_WNE_INC1_P10': 1654, 'MN_EARN_WNE_INC2_P10': 1655,
                                         'MN_EARN_WNE_INC3_P10': 1656, 'MN_EARN_WNE_INDEP0_INC1_P10': 1657,
                                         'MN_EARN_WNE_INDEP0_P10': 1658, 'MN_EARN_WNE_INDEP1_P10': 1659,
                                         'MN_EARN_WNE_MALE0_P10': 1660, 'MN_EARN_WNE_MALE1_P10': 1661,
                                         'COUNT_NWNE_P6': 1662, 'COUNT_WNE_P6': 1663, 'MN_EARN_WNE_P6': 1664,
                                         'MD_EARN_WNE_P6': 1665, 'PCT10_EARN_WNE_P6': 1666, 'PCT25_EARN_WNE_P6': 1667,
                                         'PCT75_EARN_WNE_P6': 1668, 'PCT90_EARN_WNE_P6': 1669, 'SD_EARN_WNE_P6': 1670,
                                         'COUNT_WNE_INC1_P6': 1671, 'COUNT_WNE_INC2_P6': 1672,
                                         'COUNT_WNE_INC3_P6': 1673, 'COUNT_WNE_INDEP0_INC1_P6': 1674,
                                         'COUNT_WNE_INDEP0_P6': 1675, 'COUNT_WNE_INDEP1_P6': 1676,
                                         'COUNT_WNE_MALE0_P6': 1677, 'COUNT_WNE_MALE1_P6': 1678, 'GT_25K_P6': 1679,
                                         'MN_EARN_WNE_INC1_P6': 1680, 'MN_EARN_WNE_INC2_P6': 1681,
                                         'MN_EARN_WNE_INC3_P6': 1682, 'MN_EARN_WNE_INDEP0_INC1_P6': 1683,
                                         'MN_EARN_WNE_INDEP0_P6': 1684, 'MN_EARN_WNE_INDEP1_P6': 1685,
                                         'MN_EARN_WNE_MALE0_P6': 1686, 'MN_EARN_WNE_MALE1_P6': 1687,
                                         'COUNT_NWNE_P7': 1688, 'COUNT_WNE_P7': 1689, 'MN_EARN_WNE_P7': 1690,
                                         'SD_EARN_WNE_P7': 1691, 'GT_25K_P7': 1692, 'COUNT_NWNE_P8': 1693,
                                         'COUNT_WNE_P8': 1694, 'MN_EARN_WNE_P8': 1695, 'MD_EARN_WNE_P8': 1696,
                                         'PCT10_EARN_WNE_P8': 1697, 'PCT25_EARN_WNE_P8': 1698,
                                         'PCT75_EARN_WNE_P8': 1699, 'PCT90_EARN_WNE_P8': 1700, 'SD_EARN_WNE_P8': 1701,
                                         'GT_25K_P8': 1702, 'COUNT_NWNE_P9': 1703, 'COUNT_WNE_P9': 1704,
                                         'MN_EARN_WNE_P9': 1705, 'SD_EARN_WNE_P9': 1706, 'GT_25K_P9': 1707,
                                         'DEBT_MDN_SUPP': 1708, 'GRAD_DEBT_MDN_SUPP': 1709,
                                         'GRAD_DEBT_MDN10YR_SUPP': 1710, 'RPY_3YR_RT_SUPP': 1711,
                                         'LO_INC_RPY_3YR_RT_SUPP': 1712, 'MD_INC_RPY_3YR_RT_SUPP': 1713,
                                         'HI_INC_RPY_3YR_RT_SUPP': 1714, 'COMPL_RPY_3YR_RT_SUPP': 1715,
                                         'NONCOM_RPY_3YR_RT_SUPP': 1716, 'DEP_RPY_3YR_RT_SUPP': 1717,
                                         'IND_RPY_3YR_RT_SUPP': 1718, 'PELL_RPY_3YR_RT_SUPP': 1719,
                                         'NOPELL_RPY_3YR_RT_SUPP': 1720, 'FEMALE_RPY_3YR_RT_SUPP': 1721,
                                         'MALE_RPY_3YR_RT_SUPP': 1722, 'FIRSTGEN_RPY_3YR_RT_SUPP': 1723,
                                         'NOTFIRSTGEN_RPY_3YR_RT_SUPP': 1724, 'C150_L4_POOLED_SUPP': 1725,
                                         'C150_4_POOLED_SUPP': 1726, 'C200_L4_POOLED_SUPP': 1727,
                                         'C200_4_POOLED_SUPP': 1728, 'ALIAS': 1729, 'C100_4': 1730, 'D100_4': 1731,
                                         'C100_L4': 1732, 'D100_L4': 1733, 'TRANS_4': 1734, 'DTRANS_4': 1735,
                                         'TRANS_L4': 1736, 'DTRANS_L4': 1737, 'ICLEVEL': 1738, 'UGDS_MEN': 1739,
                                         'UGDS_WOMEN': 1740, 'CDR3_DENOM': 1741, 'CDR2_DENOM': 1742,
                                         'T4APPROVALDATE': 1743, 'D150_4_WHITE': 1744, 'D150_4_BLACK': 1745,
                                         'D150_4_HISP': 1746, 'D150_4_ASIAN': 1747, 'D150_4_AIAN': 1748,
                                         'D150_4_NHPI': 1749, 'D150_4_2MOR': 1750, 'D150_4_NRA': 1751,
                                         'D150_4_UNKN': 1752, 'D150_4_WHITENH': 1753, 'D150_4_BLACKNH': 1754,
                                         'D150_4_API': 1755, 'D150_4_AIANOLD': 1756, 'D150_4_HISPOLD': 1757,
                                         'D150_L4_WHITE': 1758, 'D150_L4_BLACK': 1759, 'D150_L4_HISP': 1760,
                                         'D150_L4_ASIAN': 1761, 'D150_L4_AIAN': 1762, 'D150_L4_NHPI': 1763,
                                         'D150_L4_2MOR': 1764, 'D150_L4_NRA': 1765, 'D150_L4_UNKN': 1766,
                                         'D150_L4_WHITENH': 1767, 'D150_L4_BLACKNH': 1768, 'D150_L4_API': 1769,
                                         'D150_L4_AIANOLD': 1770, 'D150_L4_HISPOLD': 1771, 'D_PCTPELL_PCTFLOAN': 1772,
                                         'OPENADMP': 1773, 'UGNONDS': 1774, 'GRADS': 1775, 'ACCREDCODE': 1776}


def test_select_big_data():
    assert select(sampledata, {'OPEID', 'INSTNM'}) == [['OPEID', 'INSTNM'], ['00100200', 'Alabama A & M University'],
                                                       ['00105200', 'University of Alabama at Birmingham'],
                                                       ['02503400', 'Amridge University'],
                                                       ['00105500', 'University of Alabama in Huntsville'],
                                                       ['00100500', 'Alabama State University'],
                                                       ['00105100', 'The University of Alabama'],
                                                       ['00100700', 'Central Alabama Community College'],
                                                       ['00100800', 'Athens State University'],
                                                       ['00831000', 'Auburn University at Montgomery'],
                                                       ['00100900', 'Auburn University'],
                                                       ['00101200', 'Birmingham Southern College'],
                                                       ['01218200', 'Chattahoochee Valley Community College'],
                                                       ['01055400', 'Concordia College Alabama'],
                                                       ['01303906', 'South University-Montgomery'],
                                                       ['00101500', 'Enterprise State Community College'],
                                                       ['00106000', 'James H Faulkner State Community College'],
                                                       ['00100300', 'Faulkner University'],
                                                       ['00101700', 'Gadsden State Community College'],
                                                       ['04187200', 'New Beginning College of Cosmetology'],
                                                       ['00101800', 'George C Wallace State Community College-Dothan'],
                                                       ['00787100',
                                                        'George C Wallace State Community College-Hanceville'],
                                                       ['00569900', 'George C Wallace State Community College-Selma'],
                                                       ['00962107', 'Herzing University-Birmingham'],
                                                       ['00101900', 'Huntingdon College'],
                                                       ['02199700', 'Heritage Christian University'],
                                                       ['00526000', 'J F Drake State Community and Technical College'],
                                                       ['00102000', 'Jacksonville State University'],
                                                       ['00102100', 'Jefferson Davis Community College'],
                                                       ['00102200', 'Jefferson State Community College'],
                                                       ['00101300', 'John C Calhoun State Community College'],
                                                       ['00102300', 'Judson College'],
                                                       ['00105900', 'Lawson State Community College-Birmingham Campus'],
                                                       ['00102400', 'University of West Alabama'],
                                                       ['00898800', 'Lurleen B Wallace Community College'],
                                                       ['00102600', 'Marion Military Institute'],
                                                       ['00102800', 'Miles College'],
                                                       ['00102900', 'University of Mobile'],
                                                       ['00100400', 'University of Montevallo'],
                                                       ['00569700', 'Northwest-Shoals Community College'],
                                                       ['00101600', 'University of North Alabama'],
                                                       ['00103100', 'Northeast Alabama Community College'],
                                                       ['00103300', 'Oakwood University'],
                                                       ['00103400', 'Alabama Southern Community College'],
                                                       ['02296000', 'Prince Institute-Southeast'],
                                                       ['00569200', 'Reid State Technical College'],
                                                       ['00103000', 'Bishop State Community College'],
                                                       ['00103600', 'Samford University'],
                                                       ['04067300', 'Selma University'],
                                                       ['00569100', 'Shelton State Community College'],
                                                       ['00103800', 'Snead State Community College'],
                                                       ['00105700', 'University of South Alabama'],
                                                       ['00104100', 'Spring Hill College'],
                                                       ['02270400', 'Southeastern Bible College'],
                                                       ['00104400', 'Stillman College'],
                                                       ['00104600', 'Talladega College'],
                                                       ['00573400', 'H Councill Trenholm State Community College'],
                                                       ['00104700', 'Troy University'],
                                                       ['00105000', 'Tuskegee University'],
                                                       ['02170600', 'United States Sports Academy'],
                                                       ['00573300', 'Bevill State Community College'],
                                                       ['01146200', 'University of Alaska Anchorage'],
                                                       ['00884300', 'Alaska Bible College'],
                                                       ['00106300', 'University of Alaska Fairbanks'],
                                                       ['00106500', 'University of Alaska Southeast'],
                                                       ['00106100', 'Alaska Pacific University'],
                                                       ['03160300', "AVTEC-Alaska's Institute of Technology"],
                                                       ['02576900', 'Charter College'],
                                                       ['02541000', 'Alaska Career College'],
                                                       ['02295000', 'Everest College-Phoenix'],
                                                       ['02160305', 'Collins College'],
                                                       ['02173204', 'Empire Beauty School-Paradise Valley'],
                                                       ['00966403', 'Empire Beauty School-Tucson'],
                                                       ['00107000', 'Thunderbird School of Global Management'],
                                                       ['02199900', 'American Indian College Inc'],
                                                       ['02317800', 'American Institute of Trucking'],
                                                       ['02100600', 'Carrington College-Phoenix North'],
                                                       ['02100611', 'Carrington College-Mesa'],
                                                       ['02100607', 'Carrington College-Tucson'],
                                                       ['03120300', 'CollegeAmerica-Flagstaff'],
                                                       ['00886400', 'Arizona Academy of Beauty-East'],
                                                       ['01084700', 'Arizona Automotive Institute'],
                                                       ['02218800', 'Brookline College-Phoenix'],
                                                       ['00108100', 'Arizona State University-Tempe'],
                                                       ['00107100', 'Arizona Western College'],
                                                       ['00108300', 'University of Arizona'],
                                                       ['02491500', 'Southwest University of Visual Arts-Tucson'],
                                                       ['00728300', 'Central Arizona College'],
                                                       ['04051325', 'Brown Mackie College-Tucson'],
                                                       ['02280500', 'Charles of Italy Beauty College'],
                                                       ['00107200', 'Cochise County Community College District'],
                                                       ['01054207', 'Empire Beauty School-Flagstaff'],
                                                       ['01054208', 'Empire Beauty School-Chandler'],
                                                       ['02582700', 'Cortiva Institute-Tucson'],
                                                       ['01085800', 'Avalon School of Cosmetology-Mesa'],
                                                       ['00107300', 'Eastern Arizona College'],
                                                       ['00147902', 'Embry-Riddle Aeronautical University-Prescott'],
                                                       ['02533200', 'Frank Lloyd Wright School of Architecture'],
                                                       ['00107600', 'Glendale Community College'],
                                                       ['00107400', 'Grand Canyon University'],
                                                       ['01218400', 'International Academy of Hair Design'],
                                                       ['00830300', 'GateWay Community College'],
                                                       ['00107700', 'Mesa Community College'],
                                                       ['00732990', 'ITT Technical Institute-Tucson'],
                                                       ['00732911', 'ITT Technical Institute-Tempe'],
                                                       ['01186400', 'Mohave Community College'],
                                                       ['02100500', 'Universal Technical Institute of Arizona '
                                                                    'Inc-Motorcycle Mechanics Institute Division'],
                                                       ['00824600', 'Dine College'],
                                                       ['00108200', 'Northern Arizona University'],
                                                       ['01186200', 'Northland Pioneer College'],
                                                       ['00193701', 'Ottawa University-Phoenix'],
                                                       ['00107800', 'Phoenix College'],
                                                       ['02623800', 'Cortiva Institute-Scottsdale'],
                                                       ['00726600', 'Pima Community College'],
                                                       ['02217100', 'Pima Medical Institute-Tucson'],
                                                       ['02217103', 'Pima Medical Institute-Albuquerque'],
                                                       ['02065300', 'Prescott College'],
                                                       ['01168900', 'Refrigeration School Inc'],
                                                       ['02177500', 'Rio Salado College'],
                                                       ['02113800', 'Roberto-Venn School of Luthiery'],
                                                       ['03005000', 'Hair Academy of Safford'],
                                                       ['00830400', 'Scottsdale Community College'],
                                                       ['02146600', 'South Mountain Community College'],
                                                       ['00711300', 'Arizona Christian University'],
                                                       ['00446700', 'Tucson College'],
                                                       ['00822100', 'Universal Technical Institute of Arizona Inc'],
                                                       ['02171500', 'Western International University'],
                                                       ['00945915', 'Empire Beauty School-NW Phoenix'],
                                                       ['00107900', 'Yavapai College'],
                                                       ['00110100', 'University of Arkansas at Little Rock'],
                                                       ['00110900', 'University of Arkansas for Medical Sciences'],
                                                       ['03065100', 'ABC Beauty College Inc'],
                                                       ['00108700', 'Arkansas Baptist College'],
                                                       ['03005100', 'Arkansas Beauty School-Little Rock'],
                                                       ['03997300', 'Arkansas Beauty College'],
                                                       ['00108800', 'Lyon College'],
                                                       ['03023400', 'Arkansas College of Barbering and Hair Design'],
                                                       ['02363500', "Arthur's Beauty College Inc-Fort Smith"],
                                                       ['00110800', 'University of Arkansas'],
                                                       ['00108600', 'University of Arkansas at Pine Bluff'],
                                                       ['00109100', 'Arkansas State University-Beebe'],
                                                       ['00109000', 'Arkansas State University-Main Campus'],
                                                       ['00108900', 'Arkansas Tech University'],
                                                       ['00108500', 'University of Arkansas at Monticello'],
                                                       ['02538500', "Arthur's Beauty College Inc-Jacksonville"],
                                                       ['03105200', 'Baptist Health College-Little Rock'],
                                                       ['02052200', 'Black River Technical College'],
                                                       ['00109200', 'University of Central Arkansas'],
                                                       ['00109300', 'Central Baptist College'],
                                                       ['02220900',
                                                        'Cossatot Community College of the University of Arkansas'],
                                                       ['00109500', "Crowley's Ridge College"],
                                                       ['00704400', "Crowley's Ridge Technical Institute"],
                                                       ['01226000', 'East Arkansas Community College'],
                                                       ['02272400', 'Eastern College of Health Vocations-Little Rock'],
                                                       ['03124900', 'Imagine-Paul Mitchell Partner School'],
                                                       ['01210500', 'National Park College'],
                                                       ['02073500',
                                                        'University of Arkansas Community College-Batesville'],
                                                       ['00109700', 'Harding University'],
                                                       ['00109800', 'Henderson State University'],
                                                       ['00109900', 'Hendrix College'],
                                                       ['03007100', 'Hot Springs Beauty College'],
                                                       ['02330800',
                                                        'Jefferson Regional Medical Center School of Nursing'],
                                                       ['00110000', 'John Brown University'],
                                                       ['02525800', 'Lees School of Cosmetology'],
                                                       ['02341700', 'Career Academy of Hair Design'],
                                                       ['01074100', 'Academy of Salon and Spa'],
                                                       ['02348200', 'Arkansas State University Mid-South'],
                                                       ['01286000', 'Arkansas Northeastern College'],
                                                       ['03254300', "Margaret's Hair Academy Inc"],
                                                       ['02284200', 'New Tyler Barber College Inc'],
                                                       ['01226100', 'North Arkansas College'],
                                                       ['02073700', 'Northwest Technical Institute'],
                                                       ['00110200', 'Ouachita Baptist University'],
                                                       ['00997600', 'College of the Ouachitas'],
                                                       ['02087000', 'Ozarka College'],
                                                       ['00109400', 'University of the Ozarks'],
                                                       ['00524500',
                                                        'University of Arkansas Community College-Morrilton'],
                                                       ['00110300', 'Philander Smith College'],
                                                       ['00110400',
                                                        'Phillips Community College of the University of Arkansas'],
                                                       ['00570700', 'Southeast Arkansas College'],
                                                       ['02202400', 'Professional Cosmetology Education Center'],
                                                       ['02075300', 'Pulaski Technical College'],
                                                       ['00573200', 'University of Arkansas Community College-Hope'],
                                                       ['02111100', 'Rich Mountain Community College'],
                                                       ['00792100', 'Paul Mitchell the School-Arkansas'],
                                                       ['02569600', 'Searcy Beauty College'],
                                                       ['00110500', 'Shorter College'],
                                                       ['00110600', 'Williams Baptist College'],
                                                       ['02074600', 'South Arkansas Community College'],
                                                       ['00110700', 'Southern Arkansas University Main Campus'],
                                                       ['00773800', 'Southern Arkansas University Tech'],
                                                       ['03214300', 'Velvatex College of Beauty Culture'],
                                                       ['00111000', 'University of Arkansas-Fort Smith'],
                                                       ['00753100', 'Academy of Art University'],
                                                       ['00732971', 'ITT Technical Institute-Rancho Cordova'],
                                                       ['03288300', 'Academy of Chinese Culture and Health Sciences'],
                                                       ['02342400', 'The Academy of Radio and TV Broadcasting'],
                                                       ['02258600', 'Avalon School of Cosmetology-Alameda'],
                                                       ['00672000', 'College of Alameda'],
                                                       ['00111100', 'Allan Hancock College'],
                                                       ['00746501', 'American Academy of Dramatic Arts-Los Angeles'],
                                                       ['00112000', 'American Baptist Seminary of the West'],
                                                       ['02222000', 'American Film Institute Conservatory'],
                                                       ['01307400', 'American Beauty College'],
                                                       ['02241800', 'American Career College-Los Angeles'],
                                                       ['02099200', 'American Conservatory Theater'],
                                                       ['00123200', 'American River College'],
                                                       ['00111300', 'Antelope Valley College'],
                                                       ['00111600', 'Art Center College of Design'],
                                                       ['00902200', 'Associated Technical College-Los Angeles'],
                                                       ['02553500', 'Associated Technical College-San Diego'],
                                                       ['00111700', 'Azusa Pacific University'],
                                                       ['00111800', 'Bakersfield College'],
                                                       ['00111900', 'Barstow Community College'],
                                                       ['00705000', 'Bellus Academy-National City'],
                                                       ['03266300', 'Bethesda University'],
                                                       ['00112200', 'Biola University'],
                                                       ['00112300', 'Brooks Institute'],
                                                       ['02543400', 'Brownson Technical School'],
                                                       ['00716400', 'Bryan University'], ['00807300', 'Butte College'],
                                                       ['02237200', 'Phillips Graduate University'],
                                                       ['01215400', 'California Institute of Integral Studies'],
                                                       ['00112400', 'Cabrillo College'],
                                                       ['00112500', 'California Baptist University'],
                                                       ['00112700', 'California College of the Arts'],
                                                       ['00394700', 'University of California-Hastings College of Law'],
                                                       ['00113100', 'California Institute of Technology'],
                                                       ['00113300', 'California Lutheran University'],
                                                       ['00114300',
                                                        'California Polytechnic State University-San Luis Obispo'],
                                                       ['01111700', 'Alliant International University-San Diego'],
                                                       ['00799300', 'California State University-Bakersfield'],
                                                       ['00115700', 'California State University-Stanislaus'],
                                                       ['00114200', 'California State University-San Bernardino'],
                                                       ['00114400', 'California State Polytechnic University-Pomona'],
                                                       ['00114600', 'California State University-Chico'],
                                                       ['00114100', 'California State University-Dominguez Hills'],
                                                       ['00114700', 'California State University-Fresno'],
                                                       ['00113700', 'California State University-Fullerton'],
                                                       ['00113800', 'California State University-East Bay'],
                                                       ['00113900', 'California State University-Long Beach'],
                                                       ['00114000', 'California State University-Los Angeles'],
                                                       ['00115300', 'California State University-Northridge'],
                                                       ['00115000', 'California State University-Sacramento'],
                                                       ['00131200', 'University of California-Berkeley'],
                                                       ['00131300', 'University of California-Davis'],
                                                       ['00131400', 'University of California-Irvine'],
                                                       ['00131500', 'University of California-Los Angeles'],
                                                       ['00131600', 'University of California-Riverside'],
                                                       ['00131700', 'University of California-San Diego'],
                                                       ['00131900', 'University of California-San Francisco'],
                                                       ['00132000', 'University of California-Santa Barbara'],
                                                       ['00132100', 'University of California-Santa Cruz'],
                                                       ['02267600', 'Sofia University'],
                                                       ['02065700', 'California Beauty School'],
                                                       ['00884400', 'California Christian College'],
                                                       ['02220200',
                                                        'Le Cordon Bleu College of Culinary Arts-San Francisco'],
                                                       ['01186500', 'California Hair Design Academy'],
                                                       ['00113200', 'California Institute of the Arts'],
                                                       ['00113400', 'California State University Maritime Academy'],
                                                       ['01310300', 'California Western School of Law'],
                                                       ['00697300', 'Canada College'],
                                                       ['00890300', 'College of the Canyons'],
                                                       ['02125000', 'Career Academy of Beauty'],
                                                       ['00673100', 'Casa Loma College-Van Nuys'],
                                                       ['02332809', 'CET-San Diego'], ['02332800', 'CET-Sobrato'],
                                                       ['02332810', 'CET-El Centro'], ['02332814', 'CET-Colton'],
                                                       ['02332819', 'CET-Watsonville'], ['02332813', 'CET-Salinas'],
                                                       ['00116100', 'Cerritos College'],
                                                       ['01011100', 'Cerro Coso Community College'],
                                                       ['00116200', 'Chabot College'], ['00116300', 'Chaffey College'],
                                                       ['00116400', 'Chapman University'],
                                                       ['01036500',
                                                        'Charles R Drew University of Medicine and Science'],
                                                       ['02070500', 'Concordia University-Irvine'],
                                                       ['01203100', 'San Diego Christian College'],
                                                       ['00116500', 'Church Divinity School of the Pacific'],
                                                       ['00116600', 'Citrus College'],
                                                       ['02178700', 'Citrus Heights Beauty College'],
                                                       ['00450200', 'City College of San Francisco'],
                                                       ['00116900', 'Claremont Graduate University'],
                                                       ['00117000', 'Claremont McKenna College'],
                                                       ['02497300', 'Milan Institute-Visalia'],
                                                       ['02309500', 'Clovis Adult Education'],
                                                       ['02063500', 'Coastline Community College'],
                                                       ['00117700', 'Cogswell College'],
                                                       ['00729600', 'Coleman University'],
                                                       ['03577300', 'Coba Cosmetology Academy'],
                                                       ['02482700', 'Western University of Health Sciences'],
                                                       ['00770700', 'Columbia College'],
                                                       ['02110200', 'Columbia College-Hollywood'],
                                                       ['00119701', 'El Camino College-Compton Center'],
                                                       ['00119000', 'Contra Costa College'],
                                                       ['00753600', 'Cosumnes River College'],
                                                       ['00927200', 'Crafton Hills College'],
                                                       ['00119200', 'Cuesta College'], ['02111300', 'Cuyamaca College'],
                                                       ['00119300', 'Cypress College'], ['00448000', 'De Anza College'],
                                                       ['03467300', 'Marinello Schools of Beauty-Hemet'],
                                                       ['03964400', 'International School of Beauty Inc'],
                                                       ['03025600',
                                                        "Dell'Arte International School of Physical Theatre"],
                                                       ['00118200', 'College of the Desert'],
                                                       ['02298000', 'Design Institute of San Diego'],
                                                       ['00119100', 'Diablo Valley College'],
                                                       ['00119600', 'Dominican University of California'],
                                                       ['00129600', 'Dominican School of Philosophy & Theology'],
                                                       ['02226000', 'East Los Angeles College'],
                                                       ['02086400', 'Marinello Schools of Beauty-Santa Clara'],
                                                       ['00119700', 'El Camino Community College District'],
                                                       ['02091200', 'Elegance International'],
                                                       ['01265000', 'Marinello Schools of Beauty-Burbank'],
                                                       ['02221300', 'Marinello Schools of Beauty-Moreno Valley'],
                                                       ['02609000',
                                                        "Emperor's College of Traditional Oriental Medicine"],
                                                       ['00903200', 'Empire College'],
                                                       ['01245200', 'Evergreen Valley College'],
                                                       ['01111200',
                                                        'FIDM-Fashion Institute of Design & Merchandising-Los Angeles'],
                                                       ['01111202',
                                                        'FIDM-Fashion Institute of Design & Merchandising-San Francisco'],
                                                       ['01111203',
                                                        'FIDM-Fashion Institute of Design & Merchandising-Orange County'],
                                                       ['00859700', 'Feather River Community College District'],
                                                       ['00725300', 'Federico Beauty Institute'],
                                                       ['02096100', 'Fielding Graduate University'],
                                                       ['03131300', 'Five Branches University'],
                                                       ['00720900', 'Redondo Beach Beauty College'],
                                                       ['00119900', 'Foothill College'],
                                                       ['01179200', 'Franciscan School of Theology'],
                                                       ['02230900', 'Fredrick and Charles Beauty College'],
                                                       ['00130700', 'Fresno City College'],
                                                       ['00125300', 'Fresno Pacific University'],
                                                       ['00120000', 'Fuller Theological Seminary in California'],
                                                       ['00120100', 'Fullerton College'],
                                                       ['00120200', 'Gavilan College'],
                                                       ['02231900', 'Gemological Institute of America-Carlsbad'],
                                                       ['00120300', 'Glendale Community College'],
                                                       ['02338500', 'Glendale Career College'],
                                                       ['00120500', 'Golden Gate University-San Francisco'],
                                                       ['00120600', 'Golden West College'],
                                                       ['00120700', 'Graduate Theological Union'],
                                                       ['00120800', 'Grossmont College'],
                                                       ['02211000', 'Salon Success Academy-Riverside'],
                                                       ['00120900', 'Hartnell College'],
                                                       ['00117100', 'Harvey Mudd College'],
                                                       ['00723411', 'Heald College-Rancho Cordova'],
                                                       ['00723412', 'Heald College-Fresno'],
                                                       ['00723405', 'Heald College-San Jose'],
                                                       ['00723400', 'Heald College-San Francisco'],
                                                       ['00723404', 'Heald College-Concord'],
                                                       ['02285100', 'Hilltop Beauty School'],
                                                       ['00118300', 'Holy Names University'],
                                                       ['03126800', 'Pacifica Graduate Institute'],
                                                       ['00114900', 'Humboldt State University'],
                                                       ['00121200',
                                                        'Humphreys University-Stockton and Modesto Campuses'],
                                                       ['00121400', 'Imperial Valley College'],
                                                       ['02128300', 'Institute for Business and Technology'],
                                                       ['02520300', 'Interior Designers Institute'],
                                                       ['02255400', 'Toni & Guy Hairdressing Academy-Santa Monica'],
                                                       ['02539500', 'Irvine Valley College'],
                                                       ['00732981', 'ITT Technical Institute-National City'],
                                                       ['00732985', 'ITT Technical Institute-San Dimas'],
                                                       ['00732909', 'ITT Technical Institute-Orange'],
                                                       ['01202600', 'Bellus Academy-El Cajon'],
                                                       ['00448400', 'John F. Kennedy University'],
                                                       ['00274100', 'American Jewish University'],
                                                       ['00130800', 'Reedley College'],
                                                       ['02270600', 'Life Pacific College'],
                                                       ['02179947',
                                                        'Argosy University-The Art Institute of California-San Diego'],
                                                       ['00121600', 'University of La Verne'],
                                                       ['02330500', 'Laguna College of Art and Design'],
                                                       ['01290700', 'Lake Tahoe Community College'],
                                                       ['01301000', 'Lancaster Beauty School'],
                                                       ['00126600', 'Laney College'],
                                                       ['00121700', 'Lassen Community College'],
                                                       ['02228500', 'Life Chiropractic College West'],
                                                       ['00697500', 'Lincoln University'],
                                                       ['03332300', 'Southern California Seminary'],
                                                       ['00121500', 'La Sierra University'],
                                                       ['00121800', 'Loma Linda University'],
                                                       ['00121900', 'Long Beach City College'],
                                                       ['00122900',
                                                        'Southern California University of Health Sciences'],
                                                       ['00122400', 'Los Angeles Harbor College'],
                                                       ['00122600', 'Los Angeles Pierce College'],
                                                       ['00704700', 'Los Angeles Southwest College'],
                                                       ['00122700', 'Los Angeles Trade Technical College'],
                                                       ['00122800', 'Los Angeles Valley College'],
                                                       ['00122000', "The Master's University and Seminary"],
                                                       ['00122300', 'Los Angeles City College'],
                                                       ['00616500',
                                                        'Los Angeles County College of Nursing and Allied Health'],
                                                       ['01255000', 'Los Angeles Mission College'],
                                                       ['01034000', 'Los Medanos College'],
                                                       ['02179943',
                                                        'Argosy University-The Art Institute of California-San Francisco'],
                                                       ['01164900', 'Loyola Marymount University'],
                                                       ['01186600', 'Lu Ross Academy'],
                                                       ['01231600', 'Manchester Beauty College'],
                                                       ['01231700', 'Tulare Beauty College'],
                                                       ['00714200', 'Lyles Fresno College of Beauty'],
                                                       ['01324000', 'Lytles Redwood Empire Beauty College Inc'],
                                                       ['02546400', 'MTI Business College Inc'],
                                                       ['01291200', 'MTI College'],
                                                       ['02351900', 'Brightwood College-Sacramento'],
                                                       ['02091700', 'Brightwood College-San Diego'],
                                                       ['02549000', 'Brightwood College-Vista'],
                                                       ['00117800', 'College of Marin'],
                                                       ['00747600', 'Marinello Schools of Beauty-Los Angeles'],
                                                       ['01047400', 'Marymount California University'],
                                                       ['01167200', 'Mendocino College'], ['00123600', 'Menlo College'],
                                                       ['00123700', 'Merced College'], ['00126700', 'Merritt College'],
                                                       ['00123800', 'Mills College'], ['00123900', 'MiraCosta College'],
                                                       ['02338700', 'Marinello Schools of Beauty-San Francisco'],
                                                       ['02119100', 'Mission College'],
                                                       ['00720400', 'Modern Beauty Academy'],
                                                       ['02539100', 'Brightwood College-North Hollywood'],
                                                       ['00124000', 'Modesto Junior College'],
                                                       ['02185800', 'Moler Barber College'],
                                                       ['00369110',
                                                        'Middlebury Institute of International Studies at Monterey'],
                                                       ['00124200', 'Monterey Peninsula College'],
                                                       ['00711500', 'Moorpark College'],
                                                       ['00124500', 'Mt San Antonio College'],
                                                       ['00124300', "Mount Saint Mary's University"],
                                                       ['00124600', 'Mt San Jacinto Community College District'],
                                                       ['03933300', 'Mueller College'],
                                                       ['02161800', 'Musicians Institute'],
                                                       ['00124700', 'Napa Valley College'],
                                                       ['01110900', 'Everest College-Reseda'],
                                                       ['01112300', 'Everest College-Gardena'],
                                                       ['00809000', 'Everest College-Alhambra'],
                                                       ['00449400', 'Everest College-San Bernardino'],
                                                       ['02518400', 'The National Hispanic University'],
                                                       ['02542300', 'National Holistic Institute'],
                                                       ['01146000', 'National University'],
                                                       ['03043900', 'Newschool of Architecture and Design'],
                                                       ['00713000', 'Newberry School of Beauty'],
                                                       ['00718700', "North Adrian's College of Beauty Inc"],
                                                       ['01287200', 'North-West College-Pomona'],
                                                       ['01170700', 'North-West College-West Covina'],
                                                       ['02591600', 'North-West College-Pasadena'],
                                                       ['00117900', 'Notre Dame de Namur University'],
                                                       ['00124900', 'Occidental College'],
                                                       ['01298900', 'Oceanside College of Beauty'],
                                                       ['00448100', 'Ohlone College'],
                                                       ['00125000', 'Orange Coast College'],
                                                       ['00125100', 'Otis College of Art and Design'],
                                                       ['01284200', 'Oxnard College'],
                                                       ['00125200', 'Hope International University'],
                                                       ['00793000', 'Concorde Career College-San Diego'],
                                                       ['02138300', 'Palo Alto University'],
                                                       ['00125400', 'Pacific Lutheran Theological Seminary'],
                                                       ['00125500', 'Pacific Oaks College'],
                                                       ['00125600', 'Pacific School of Religion'],
                                                       ['03163300', 'Pacific States University'],
                                                       ['00125800', 'Pacific Union College'],
                                                       ['00132900', 'University of the Pacific'],
                                                       ['00125900', 'Palo Verde College'],
                                                       ['00126000', 'Palomar College'],
                                                       ['02059800', 'Paris Beauty College'],
                                                       ['00126100', 'Pasadena City College'],
                                                       ['01014900', 'Pepperdine University'],
                                                       ['00117200', 'Pitzer College'],
                                                       ['02304300', 'Platt College-San Diego'],
                                                       ['00126200', 'Point Loma Nazarene University'],
                                                       ['00117300', 'Pomona College'],
                                                       ['00126800', 'Porterville College'],
                                                       ['01162600', 'Westwood College-South Bay'],
                                                       ['01298400', 'Professional Institute of Beauty'],
                                                       ['00128400', 'Santa Ana College'],
                                                       ['01044100', 'Pardee RAND Graduate School'],
                                                       ['04161700', 'Shasta School of Cosmetology'],
                                                       ['00132200', 'University of Redlands'],
                                                       ['00118500', 'College of the Redwoods'],
                                                       ['00720300', 'Salon Success Academy-Upland'],
                                                       ['01309500', 'Salon Success Academy-Corona'],
                                                       ['00126900', 'Rio Hondo College'],
                                                       ['00127000', 'Riverside City College'],
                                                       ['02179908', 'Argosy University-San Francisco Bay Area'],
                                                       ['01294200', 'Rosemead Beauty School'],
                                                       ['03109500', 'Dongguk University-Los Angeles'],
                                                       ['04217100', 'Rudolf Steiner College'],
                                                       ['00123300', 'Sacramento City College'],
                                                       ['00891800', 'Saddleback College'],
                                                       ['00701200', 'Samuel Merritt University'],
                                                       ['00127300', 'San Diego City College'],
                                                       ['03010611', 'Golf Academy of America-San Diego'],
                                                       ['00127500', 'San Diego Mesa College'],
                                                       ['01182000', 'San Diego Miramar College'],
                                                       ['00115100', 'San Diego State University'],
                                                       ['01039500', 'University of San Diego'],
                                                       ['00394800', 'San Francisco Art Institute'],
                                                       ['00127800', 'San Francisco Conservatory of Music'],
                                                       ['00115400', 'San Francisco State University'],
                                                       ['00127900', 'San Francisco Theological Seminary'],
                                                       ['00132500', 'University of San Francisco'],
                                                       ['02500000', 'San Joaquin College of Law'],
                                                       ['00128000', 'San Joaquin Delta College'],
                                                       ['02120700', 'San Joaquin Valley College-Visalia'],
                                                       ['00128100', 'William Jessup University'],
                                                       ['00128200', 'San Jose City College'],
                                                       ['00115500', 'San Jose State University'],
                                                       ['00118100', 'College of San Mateo'],
                                                       ['02577900', 'Santa Barbara Business College-Bakersfield'],
                                                       ['03072700', 'Westwood College-Los Angeles'],
                                                       ['02578000', 'Santa Barbara Business College-Santa Maria'],
                                                       ['00128500', 'Santa Barbara City College'],
                                                       ['00132600', 'Santa Clara University'],
                                                       ['00128600', 'Santa Monica College'],
                                                       ['00128700', 'Santa Rosa Junior College'],
                                                       ['02120600', 'Saybrook University'],
                                                       ['00117400', 'Scripps College'], ['00719000', 'Wyotech-Fremont'],
                                                       ['00118600', 'College of the Sequoias'],
                                                       ['02359300', 'Shasta Bible College and Graduate School'],
                                                       ['00128900', 'Shasta College'], ['00129000', 'Sierra College'],
                                                       ['02064300', 'Sierra College of Beauty'],
                                                       ['02188400', 'Sierra Valley College of Court Reporting'],
                                                       ['00177212', 'Trinity Law School'],
                                                       ['00129100', 'Simpson University'],
                                                       ['00118700', 'College of the Siskiyous'],
                                                       ['00950900', 'Charles A Jones Career and Education Center'],
                                                       ['00771300', 'Skyline College'],
                                                       ['00127200', 'San Bernardino Valley College'],
                                                       ['00130200', "Saint Mary's College of California"],
                                                       ['00129200', 'Solano Community College'],
                                                       ['00115600', 'Sonoma State University'],
                                                       ['02608900', 'Pinnacle College'],
                                                       ['02597300', 'South Baylo University'],
                                                       ['02277400', 'South Coast College'],
                                                       ['00129300', 'Vanguard University of Southern California'],
                                                       ['00807100', 'Concorde Career College-Garden Grove'],
                                                       ['00129400', 'Southwestern College'],
                                                       ['00408000', 'Starr King School for the Ministry'],
                                                       ['00123000', 'Marshall B Ketchum University'],
                                                       ['02075800', 'Southern California Institute of Architecture'],
                                                       ['00132800', 'University of Southern California'],
                                                       ['00129500', 'Southwestern Law School'],
                                                       ['00130900', 'Taft College'],
                                                       ['00128800', 'Claremont School of Theology'],
                                                       ['02358000', 'Thomas Aquinas College'],
                                                       ['02054900', 'Marinello Schools of Beauty-Lake Forest'],
                                                       ['03403300', 'Epic Bible College'],
                                                       ['02559300',
                                                        'United Education Institute-Huntington Park Campus'],
                                                       ['00853700', 'Concorde Career College-San Bernardino'],
                                                       ['01244600', 'Universal College of Beauty Inc-Los Angeles 1'],
                                                       ['00760700', 'Concorde Career College-North Hollywood'],
                                                       ['00133400', 'Ventura College'],
                                                       ['02128200', 'Victor Valley Beauty College Inc'],
                                                       ['00133500', 'Victor Valley College'],
                                                       ['02242700', 'Berkeley City College'],
                                                       ['02504200', 'Walden University'],
                                                       ['02061600', 'Waynes College of Beauty'],
                                                       ['00117600', 'West Hills College-Coalinga'],
                                                       ['00859600', 'West Los Angeles College'],
                                                       ['00133800', 'West Valley College'],
                                                       ['00974800', 'Carrington College-Sacramento'],
                                                       ['02276800', 'Westminster Theological Seminary in California'],
                                                       ['00134100', 'Westmont College'],
                                                       ['00134200', 'Whittier College'],
                                                       ['00134300', 'Woodbury University'],
                                                       ['00884600', 'The Wright Institute'],
                                                       ['02179937',
                                                        'Western State College of Law at Argosy University'],
                                                       ['01085400', 'Thomas Jefferson School of Law'],
                                                       ['02262400',
                                                        'Yeshiva Ohr Elchonon Chabad West Coast Talmudical Seminary'],
                                                       ['00134400', 'Yuba College'],
                                                       ['02165200', 'The Salon Professional Academy-Grand Junction'],
                                                       ['00134500', 'Adams State University'],
                                                       ['00758200', 'Aims Community College'],
                                                       ['00134600', 'Arapahoe Community College'],
                                                       ['01267000', 'Bel-Rea Institute of Animal Technology'],
                                                       ['00450300', 'Everest College-Colorado Springs'],
                                                       ['00450800',
                                                        'University of Colorado Denver/Anschutz Medical Campus'],
                                                       ['00450900', 'University of Colorado Colorado Springs'],
                                                       ['00729700', 'Redstone College'],
                                                       ['00137000', 'University of Colorado Boulder'],
                                                       ['00940100', 'Colorado Christian University'],
                                                       ['00134700', 'Colorado College'],
                                                       ['00887100', 'Concorde Career College-Aurora'],
                                                       ['02078900', 'The Art Institute of Colorado'],
                                                       ['00450600', 'Colorado Mountain College'],
                                                       ['00135900', 'Colorado Northwestern Community College'],
                                                       ['00134800', 'Colorado School of Mines'],
                                                       ['01157200', 'Colorado School of Trades'],
                                                       ['00135000', 'Colorado State University-Fort Collins'],
                                                       ['01014800', 'Colorado Technical University-Colorado Springs'],
                                                       ['00966407', 'Empire Beauty School-Lakewood'],
                                                       ['02276900', 'Community College of Aurora'],
                                                       ['02594300', 'CollegeAmerica-Denver'],
                                                       ['02156200', 'Delta Montrose Technical College'],
                                                       ['02296004', 'Prince Institute-Rocky Mountains'],
                                                       ['00954200', 'Community College of Denver'],
                                                       ['00793806', 'Lincoln College of Technology-Denver'],
                                                       ['00135200', 'Denver Seminary'],
                                                       ['00754800', 'Westwood College-Denver North'],
                                                       ['00137100', 'University of Denver'],
                                                       ['00559600', 'Emily Griffith Technical College'],
                                                       ['00135300', 'Fort Lewis College'],
                                                       ['00793300', 'Front Range Community College'],
                                                       ['02267500', 'Glenwood Beauty Academy'],
                                                       ['02518500', 'Hair Dynamics Education Center'],
                                                       ['00135400', 'Iliff School of Theology'],
                                                       ['01285000', 'International Salon and Spa Academy'],
                                                       ['00135500', 'Lamar Community College'],
                                                       ['00135800', 'Colorado Mesa University'],
                                                       ['00136000', 'Metropolitan State University of Denver'],
                                                       ['00998100', 'Morgan Community College'],
                                                       ['02117500', 'Naropa University'],
                                                       ['00405702', 'National American University-Colorado Springs'],
                                                       ['00405703', 'National American University-Denver'],
                                                       ['01300700', 'Nazarene Bible College'],
                                                       ['00136100', 'Northeastern Junior College'],
                                                       ['00134900', 'University of Northern Colorado'],
                                                       ['00136200', 'Otero Junior College'],
                                                       ['00450700', 'Everest College-Thornton'],
                                                       ['00889600', 'Pikes Peak Community College'],
                                                       ['00863500', 'IBMC College'],
                                                       ['02116300', 'Pueblo Community College'],
                                                       ['00954300', 'Red Rocks Community College'],
                                                       ['00136300', 'Regis University'],
                                                       ['00764900', 'Rocky Mountain College of Art and Design'],
                                                       ['03306300', 'Montessori Education Center of the Rockies'],
                                                       ['00136500', 'Colorado State University-Pueblo'],
                                                       ['01287500', 'Pickens Technical College'],
                                                       ['02253700', 'Intellitec College-Colorado Springs'],
                                                       ['03066900', 'Intellitec College-Grand Junction'],
                                                       ['00136800', 'Trinidad State Junior College'],
                                                       ['00757306', 'Empire Beauty School-Thornton'],
                                                       ['00137200', 'Western State Colorado University'],
                                                       ['00137400', 'Albertus Magnus College'],
                                                       ['00887300', 'Paul Mitchell the School-Danbury'],
                                                       ['01115000', 'Asnuntuck Community College'],
                                                       ['02074000', 'Branford Hall Career Institute-Branford Campus'],
                                                       ['00940700', 'Lincoln College of New England-Southington'],
                                                       ['00618100', 'Bridgeport Hospital School of Nursing'],
                                                       ['00141600', 'University of Bridgeport'],
                                                       ['00137800', 'Central Connecticut State University'],
                                                       ['03234300', 'Charter Oak State College'],
                                                       ['02316600', 'Connecticut Center for Massage Therapy-Newington'],
                                                       ['00137900', 'Connecticut College'],
                                                       ['01041700', 'Marinello Schools of Beauty-East Hartford'],
                                                       ['00730500', 'Porter and Chester Institute of Branford'],
                                                       ['00141700', 'University of Connecticut'],
                                                       ['02244900', 'Goodwin College'],
                                                       ['00730306', 'Lincoln Technical Institute-East Windsor'],
                                                       ['00142500', 'Eastern Connecticut State University'],
                                                       ['00138500', 'Fairfield University'],
                                                       ['02112700', 'Paul Mitchell the School-North Haven'],
                                                       ['00763500', 'Capital Community College'],
                                                       ['00280301', 'Rensselaer Hartford Graduate Center Inc'],
                                                       ['02106600', 'American Institute-West Hartford'],
                                                       ['00138700', 'Hartford Seminary'],
                                                       ['00142200', 'University of Hartford'],
                                                       ['00138900', 'Holy Apostles College and Seminary'],
                                                       ['00451300', 'Housatonic Community College'],
                                                       ['03079400', 'Lyme Academy College of Fine Arts'],
                                                       ['00139200', 'Manchester Community College'],
                                                       ['00698200', 'Naugatuck Valley Community College'],
                                                       ['00803800', 'Middlesex Community College'],
                                                       ['00139300', 'Mitchell College'],
                                                       ['00976500', 'Three Rivers Community College'],
                                                       ['00730300', 'Lincoln Technical Institute-New Britain'],
                                                       ['02202500',
                                                        'New England Tractor Trailer Training School of Connecticut'],
                                                       ['00139700', 'University of New Haven'],
                                                       ['02112300',
                                                        'Ridley-Lowell Business & Technical Institute-New London'],
                                                       ['00139900', 'Norwalk Community College'],
                                                       ['00139800', 'Northwestern Connecticut Community College'],
                                                       ['00745900', 'Paier College of Art Inc'],
                                                       ['00887400', 'Marinello Schools of Beauty-Meriden'],
                                                       ['01077900', 'Porter and Chester Institute of Stratford'],
                                                       ['00140100', 'Post University'],
                                                       ['01053000', 'Quinebaug Valley Community College'],
                                                       ['00140200', 'Quinnipiac University'],
                                                       ['00140300', 'Sacred Heart University'],
                                                       ['00140900', 'University of Saint Joseph'],
                                                       ['00803700', 'Gateway Community College'],
                                                       ['00619100', "St Vincent's College"],
                                                       ['00140600', 'Southern Connecticut State University'],
                                                       ['01242500', 'Stone Academy-West Haven'],
                                                       ['02546000', 'Tri-State College of Acupuncture'],
                                                       ['00141400', 'Trinity College'],
                                                       ['00976400', 'Tunxis Community College'],
                                                       ['00142400', 'Wesleyan University'],
                                                       ['00138000', 'Western Connecticut State University'],
                                                       ['02296100', 'Yale-New Haven Hospital Dietetic Internship'],
                                                       ['00142600', 'Yale University'],
                                                       ['02125200',
                                                        'Margaret H Rollins School of Nursing at Beebe Medical Center'],
                                                       ['03025800', 'Dawn Career Institute LLC'],
                                                       ['00705300', 'Delaware Technical Community College-Owens'],
                                                       ['01172700', 'Delaware Technical Community College-Terry'],
                                                       ['02144900',
                                                        'Delaware Technical Community College-Stanton/Wilmington'],
                                                       ['00142800', 'Delaware State University'],
                                                       ['00143100', 'University of Delaware'],
                                                       ['00142900', 'Goldey-Beacom College'],
                                                       ['02190400', 'Schilling-Douglas School of Hair Design LLC'],
                                                       ['00143300', 'Wesley College'],
                                                       ['00794800', 'Wilmington University'],
                                                       ['00143400', 'American University'],
                                                       ['00143700', 'Catholic University of America'],
                                                       ['00144100', 'University of the District of Columbia'],
                                                       ['01280300',
                                                        'Pontifical Faculty of the Immaculate Conception at the '
                                                        'Dominican House of Studies'],
                                                       ['00144300', 'Gallaudet University'],
                                                       ['00144400', 'George Washington University'],
                                                       ['00144500', 'Georgetown University'],
                                                       ['00144800', 'Howard University'],
                                                       ['02588900', 'Medtech Institute'],
                                                       ['00145900', 'Strayer University-District of Columbia'],
                                                       ['02132800', 'National Conservatory of Dramatic Arts'],
                                                       ['00146000', 'Trinity Washington University'],
                                                       ['00146400', 'Wesley Theological Seminary'],
                                                       ['02346200', 'Wyotech-Daytona'],
                                                       ['01019500', 'The Art Institute of Fort Lauderdale'],
                                                       ['01226300', 'Atlantic Technical College'],
                                                       ['02159600', 'The Baptist College of Florida'],
                                                       ['00146600', 'Barry University'],
                                                       ['01112700', 'Gooding Institute of Nurse Anesthesia'],
                                                       ['00146700', 'Bethune-Cookman University'],
                                                       ['00150500', 'Lynn University'],
                                                       ['02200100', 'GUTI The Premier Beauty & Wellness Academy'],
                                                       ['03382300', 'Bradford-Union Technical Center'],
                                                       ['00147000', 'Eastern Florida State College'],
                                                       ['00150000', 'Broward College'],
                                                       ['02245500', 'Fortis College-Winter Park'],
                                                       ['01072401', 'Carlos Albizu University-Miami'],
                                                       ['00147100', 'College of Central Florida'],
                                                       ['00349503', 'Johnson University Florida'],
                                                       ['00395400', 'University of Central Florida'],
                                                       ['02297000', 'Charlotte Technical College'],
                                                       ['00147200', 'Chipola College'],
                                                       ['00147300', 'Clearwater Christian College'],
                                                       ['01323400', 'Lorenzo Walker Technical College'],
                                                       ['00147500', 'Daytona State College'],
                                                       ['01303904', 'South University-West Palm Beach'],
                                                       ['00148700', 'Eckerd College'],
                                                       ['00147700', 'Florida SouthWestern State College'],
                                                       ['00147800', 'Edward Waters College'],
                                                       ['00147900',
                                                        'Embry-Riddle Aeronautical University-Daytona Beach'],
                                                       ['00148000', 'Florida Agricultural and Mechanical University'],
                                                       ['00148100', 'Florida Atlantic University'],
                                                       ['00148400', 'Florida State College at Jacksonville'],
                                                       ['00789300', 'Flagler College-St Augustine'],
                                                       ['00148200', 'Florida College'],
                                                       ['02089600', 'Concorde Career Institute-Jacksonville'],
                                                       ['02275100', 'Concorde Career Institute-Miramar'],
                                                       ['02172700', 'Concorde Career Institute-Tampa'],
                                                       ['03115500', 'Adventist University of Health Sciences'],
                                                       ['00146900', 'Florida Institute of Technology'],
                                                       ['02329900', 'Florida Institute of Ultrasound Inc'],
                                                       ['00963500', 'Florida International University'],
                                                       ['00148500', 'Florida Keys Community College'],
                                                       ['00148600', 'Florida Memorial University'],
                                                       ['02305800', 'Florida Career College-Miami'],
                                                       ['04129900', 'Florida School of Massage'],
                                                       ['00148800', 'Florida Southern College'],
                                                       ['00148900', 'Florida State University'],
                                                       ['02218700', 'Florida Technical College'],
                                                       ['02598200', 'University of Southernmost Florida'],
                                                       ['00153500', 'University of Florida'],
                                                       ['00149910', 'Everest University-Pompano Beach'],
                                                       ['02338400', 'Fort Pierce Beauty Academy'],
                                                       ['02362100', 'Full Sail University'],
                                                       ['02307400', 'George Stone Technical Center'],
                                                       ['03079800', 'George T Baker Aviation Technical College'],
                                                       ['00149000', 'Gulf Coast State College'],
                                                       ['02325100', 'Key College'],
                                                       ['00787000', 'Hillsborough Community College'],
                                                       ['02188900', 'Hobe Sound Bible College'],
                                                       ['04162500', 'Hollywood Institute of Beauty Careers'],
                                                       ['02279600', 'Cortiva Institute-Florida'],
                                                       ['00149300', 'Indian River State College'],
                                                       ['03031400', 'Sanford-Brown College-Tampa'],
                                                       ['02257900', 'International Academy'],
                                                       ['00887800',
                                                        'AI Miami International University of Art and Design'],
                                                       ['00732910', 'ITT Technical Institute-Tampa'],
                                                       ['00149500', 'Jacksonville University'],
                                                       ['00149700', 'Jones College-Jacksonville'],
                                                       ['02151900', 'Keiser University-Ft Lauderdale'],
                                                       ['02597100', 'Heritage Institute-Ft Myers'],
                                                       ['02287100', 'La Belle Beauty School'],
                                                       ['00150100', 'Florida Gateway College'],
                                                       ['02228300', 'Lake Technical College'],
                                                       ['00150200', 'Lake-Sumter State College'],
                                                       ['00755800', 'Fort Myers Technical College'],
                                                       ['00558500', 'Lively Technical Center'],
                                                       ['00558600', 'Lindsey Hopkins Technical College'],
                                                       ['01016100', 'Loraines Academy & Spa'],
                                                       ['03100900', 'Luther Rice College & Seminary'],
                                                       ['00150400', 'State College of Florida-Manatee-Sarasota'],
                                                       ['00561200', 'Manatee Technical College'],
                                                       ['02148300', 'Manhattan Hairstyling Academy'],
                                                       ['00560800', 'Traviss Technical College'],
                                                       ['04227500', 'Merryfield School of Pet Grooming'],
                                                       ['00177201', 'Trinity International University-Florida'],
                                                       ['02316200',
                                                        'Miami Lakes Educational Center and Technical College'],
                                                       ['00150600', 'Miami Dade College'],
                                                       ['00153600', 'University of Miami'],
                                                       ['02501500', 'Orange Technical College-Mid Florida Campus'],
                                                       ['02283801', 'Beauty Schools of America-Miami'],
                                                       ['03026508', 'Remington College-Tampa Campus'],
                                                       ['00149913', 'Everest Institute-North Miami'],
                                                       ['03113400', 'Academy of Palm Beach'],
                                                       ['01246117', 'Lincoln College of Technology-West Palm Beach'],
                                                       ['02149900', 'Paul Mitchell the School-Jacksonville'],
                                                       ['00150800', 'North Florida Community College'],
                                                       ['00984100', 'University of North Florida'],
                                                       ['00407215', 'Northwood University-Florida'],
                                                       ['00150900', 'Nova Southeastern University'],
                                                       ['00151000', 'Northwest Florida State College'],
                                                       ['00149900', 'Everest University-North Orlando'],
                                                       ['02513200', 'Orange Technical College-Orlando Campus'],
                                                       ['00884900', 'Palm Beach Atlantic University'],
                                                       ['00151200', 'Palm Beach State College'],
                                                       ['01065200', 'Pasco-Hernando State College'],
                                                       ['00151300', 'Pensacola State College'],
                                                       ['00560500', 'Pinellas Technical College-Clearwater'],
                                                       ['00151400', 'Polk State College'],
                                                       ['02554200', 'Radford M Locklin Technical Center'],
                                                       ['00822300', 'Saint Vincent de Paul Regional Seminary'],
                                                       ['02511700', 'Ridge Technical College'],
                                                       ['01257400', 'Ringling College of Art and Design'],
                                                       ['02524200',
                                                        'Robert Morgan Educational Center and Technical College'],
                                                       ['00151500', 'Rollins College'],
                                                       ['01254400', 'First Coast Technical College'],
                                                       ['00152600', 'Saint Leo University'],
                                                       ['00152800', 'St Petersburg College'],
                                                       ['02115300', 'Pinellas Technical College-St. Petersburg'],
                                                       ['00151900', 'Santa Fe College'],
                                                       ['00560700', 'Suncoast Technical College'],
                                                       ['02179918', 'Argosy University-Sarasota'],
                                                       ['00152000', 'Seminole State College of Florida'],
                                                       ['00990200', 'Sheridan Technical College'],
                                                       ['00807500', 'Saint John Vianney College Seminary'],
                                                       ['00152300', 'Saint Johns River State College'],
                                                       ['00152200', 'South Florida State College'],
                                                       ['00153700', 'University of South Florida-Main Campus'],
                                                       ['00146800', 'St Thomas University'],
                                                       ['00841700',
                                                        'Stenotype Institute of Jacksonville Inc-Jacksonville'],
                                                       ['00153100', 'Stetson University'],
                                                       ['00152100', 'Southeastern University'],
                                                       ['03018500', "Bene's Career Academy"],
                                                       ['00752500', 'RIVEROAK Technical College'],
                                                       ['00153300', 'Tallahassee Community College'],
                                                       ['02508900', 'Talmudic College of Florida'],
                                                       ['00149904', 'Everest University-Tampa'],
                                                       ['00149907', 'Everest University-Largo'],
                                                       ['00153800', 'The University of Tampa'],
                                                       ['03100800', 'Taylor Technical Institute'],
                                                       ['01082600', 'Tom P Haney Technical Center'],
                                                       ['03101900', 'Trinity Baptist College'],
                                                       ['03028200', 'Trinity College of Florida'],
                                                       ['02148200', 'Fashion Focus Hair Academy'],
                                                       ['00675000', 'Valencia College'],
                                                       ['00884800', 'Warner University'],
                                                       ['00752600', 'Florida Panhandle Technical College'],
                                                       ['00154000', 'Webber International University'],
                                                       ['00869410', 'Rasmussen College-Florida'],
                                                       ['00395500', 'The University of West Florida'],
                                                       ['02321200', 'Orange Technical College-Westside Campus'],
                                                       ['03003600', 'William T McFatter Technical College'],
                                                       ['02504600', 'Orange Technical College-Winter Park Campus'],
                                                       ['02300900', 'Withlacoochee Technical College'],
                                                       ['00154100', 'Abraham Baldwin Agricultural College'],
                                                       ['00154200', 'Agnes Scott College'],
                                                       ['02284300', 'Interactive College of Technology-Chamblee'],
                                                       ['02284308', 'Interactive College of Technology-Morrow'],
                                                       ['00560100', 'Albany Technical College'],
                                                       ['00154300', 'Darton State College'],
                                                       ['00154400', 'Albany State University'],
                                                       ['00154500', 'Andrew College'],
                                                       ['00154600', 'Armstrong State University'],
                                                       ['00927000', 'The Art Institute of Atlanta'],
                                                       ['03005400', 'Georgia Career Institute'],
                                                       ['00854300', 'Atlanta Technical College'],
                                                       ['00154700', 'Point University'],
                                                       ['01216500', 'Atlanta Metropolitan State College'],
                                                       ['03173300', "Atlanta's John Marshall Law School"],
                                                       ['02580200', 'Atlanta School of Massage'],
                                                       ['00155900', 'Clark Atlanta University'],
                                                       ['00559900', 'Augusta Technical College'],
                                                       ['01107400', 'Bainbridge State College'],
                                                       ['01157400', 'Bauder College'],
                                                       ['02577700', 'Beauty College of America'],
                                                       ['00155400', 'Berry College'],
                                                       ['03076300', 'Beulah Heights University'],
                                                       ['00155600', 'Brenau University'],
                                                       ['00155700', 'Brewton-Parker College'],
                                                       ['02060900', 'Brown College of Court Reporting'],
                                                       ['00155800', 'College of Coastal Georgia'],
                                                       ['01048700', 'West Georgia Technical College'],
                                                       ['03635300', 'Carver Bible College'],
                                                       ['00897600', 'Clayton  State University'],
                                                       ['00156000', 'Columbia Theological Seminary'],
                                                       ['00562400', 'Columbus Technical College'],
                                                       ['00156100', 'Columbus State University'],
                                                       ['00402400', 'Georgia Northwestern Technical College'],
                                                       ['00348400', 'Covenant College'],
                                                       ['00395600', 'Dalton State College'],
                                                       ['01205100', 'Pro Way Hair School'],
                                                       ['01303900', 'South University-Savannah'],
                                                       ['01099700', 'East Georgia State College'],
                                                       ['00156300', 'Emmanuel College'],
                                                       ['00156400', 'Emory University'],
                                                       ['00950700', 'Georgia Highlands College'],
                                                       ['00156600', 'Fort Valley State University'],
                                                       ['00411700', 'Grady Health System Professional Schools'],
                                                       ['00156900', 'Georgia Institute of Technology-Main Campus'],
                                                       ['00157300', 'Georgia Southwestern State University'],
                                                       ['00160200', 'Georgia College and State University'],
                                                       ['00157200', 'Georgia Southern University'],
                                                       ['00157400', 'Georgia State University'],
                                                       ['00159800', 'University of Georgia'],
                                                       ['00157500', 'Gordon State College'],
                                                       ['00562100', 'Southern Crescent Technical College'],
                                                       ['01077100', 'Gupton Jones College of Funeral Service'],
                                                       ['02583000', 'Gwinnett College-Lilburn'],
                                                       ['02288400', 'Gwinnett Technical College'],
                                                       ['00156800', 'Interdenominational Theological Center'],
                                                       ['00157700', 'Kennesaw State University'],
                                                       ['00157800', 'LaGrange College'],
                                                       ['00525400', 'Lanier Technical College'],
                                                       ['02074800', 'Life University'],
                                                       ['00562000', 'Chattahoochee Technical College'],
                                                       ['00962106', 'Herzing University-Atlanta'],
                                                       ['00158000', 'Mercer University'],
                                                       ['00158200', 'Morehouse College'],
                                                       ['02482100', 'Morehouse School of Medicine'],
                                                       ['00525500', 'Moultrie Technical College'],
                                                       ['00561900', 'North Georgia Technical College'],
                                                       ['00158600', 'Oglethorpe University'],
                                                       ['00158700', 'Paine College'], ['00158800', 'Piedmont College'],
                                                       ['02217200', 'Portfolio Center'],
                                                       ['00158900', 'Reinhardt University'],
                                                       ['00561800', 'Savannah Technical College'],
                                                       ['02141500', 'Savannah College of Art and Design'],
                                                       ['00159000', 'Savannah State University'],
                                                       ['00159100', 'Shorter University'],
                                                       ['00561700', 'South Georgia Technical College'],
                                                       ['02285500', 'The Creative Circus'],
                                                       ['00159400', 'Spelman College'],
                                                       ['00157000', 'Southern Polytechnic State University'],
                                                       ['00561500', 'Southwest Georgia Technical College'],
                                                       ['00155500', 'Thomas University'],
                                                       ['00159600', 'Toccoa Falls College'],
                                                       ['00159700', 'Truett McConnell University'],
                                                       ['00525600', 'Wiregrass Georgia Technical College'],
                                                       ['00159900', 'Valdosta State University'],
                                                       ['00160000', 'Wesleyan College'],
                                                       ['00160100', 'University of West Georgia'],
                                                       ['00160400', 'Young Harris College'],
                                                       ['00723401', 'Heald College-Honolulu'],
                                                       ['00160500', 'Chaminade University of Honolulu'],
                                                       ['00161100', 'University of Hawaii at Hilo'],
                                                       ['00161000', 'University of Hawaii at Manoa'],
                                                       ['02139500', 'Hawaii Institute of Hair Design'],
                                                       ['00727900', 'Hawaii Pacific University'],
                                                       ['00161200', 'Honolulu Community College'],
                                                       ['00161300', 'Kapiolani Community College'],
                                                       ['00161400', 'Kauai Community College'],
                                                       ['00454900', 'Leeward Community College'],
                                                       ['00161500', 'University of Hawaii Maui College'],
                                                       ['02100300', 'Med-Assist School of Hawaii Inc'],
                                                       ['03072500', 'World Medicine Institute'],
                                                       ['03017800', 'Travel Institute of the Pacific'],
                                                       ['02107800', 'University of Hawaii-West Oahu'],
                                                       ['01122000', 'Windward Community College'],
                                                       ['02218000', 'Carrington College-Boise'],
                                                       ['02234500', 'Boise Bible College'],
                                                       ['00161600', 'Boise State University'],
                                                       ['01113300', 'Eastern Idaho Technical College'],
                                                       ['00162000', 'Idaho State University'],
                                                       ['00162600', 'University of Idaho'],
                                                       ['00161700', 'The College of Idaho'],
                                                       ['00162100', 'Lewis-Clark State College'],
                                                       ['00732915', 'ITT Technical Institute-Boise'],
                                                       ['00987300', 'Aveda Institute-Twin Falls'],
                                                       ['02275800', "Mr Leon's School of Hair Design-Moscow"],
                                                       ['00162300', 'North Idaho College'],
                                                       ['00162400', 'Northwest Nazarene University'],
                                                       ['02314000', 'The School of Hairstyling'],
                                                       ['00162500', 'Brigham Young University-Idaho'],
                                                       ['00161900', 'College of Southern Idaho'],
                                                       ['02068100', 'Adler University'],
                                                       ['00832800', 'Alvareitas College of Cosmetology-Edwardsville'],
                                                       ['02349400', 'Alvareitas College of Cosmetology-Godfrey'],
                                                       ['00162800', 'American Academy of Art'],
                                                       ['00175300', 'School of the Art Institute of Chicago'],
                                                       ['00163300', 'Augustana College'],
                                                       ['00163400', 'Aurora University'],
                                                       ['02317302', 'Tricoci University of Beauty Culture-Urbana'],
                                                       ['00163600', 'Southwestern Illinois College'],
                                                       ['00163700', 'Bethany Theological Seminary'],
                                                       ['00163800', 'Black Hawk College'],
                                                       ['00163900', 'Blackburn College'],
                                                       ['00621400',
                                                        'Blessing Rieman College of Nursing and Health Sciences'],
                                                       ['00621402',
                                                        'Blessing Hospital School of Radiologic Technology'],
                                                       ['00164100', 'Bradley University'],
                                                       ['03065300', 'Paul Mitchell the School-Bradley'],
                                                       ['03078400', 'Cameo Beauty Academy']]
