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, 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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']]