hlaToVariable.RdhlaToVariable converts HLA calls data frame to additional variables.
hlaToVariable(
hla_calls,
dictionary,
reduce = TRUE,
na.value = 0,
nacols.rm = TRUE
)HLA calls data frame, as returned by
readHlaCalls function.
Path to file containing HLA allele dictionary or a data frame.
Logical indicating if function should try to reduce allele resolution when no matching entry in the dictionary is found. See details.
Vector of length one speciyfing value for alleles with
no matching entry in dictionary. Default is to use 0.
Logical indicating if result columns that contain only
NA should be removed.
Data frame with variable number of columns. First column named
"ID" corresponds to "ID" column in hla_calls, further
columns holds converted HLA variables.
dictionary file should be a tsv format with header and two columns.
First column should hold allele numbers and second corresponding additional
variables. Optionally a data frame formatted in the same manner can be passed
instead.
dictionary can be also used to access dictionaries shipped with the
package. They can be referred to by using one of the following strings:
"allele_HLA_Bw"Translates HLA-B alleles together with A*23, A*24 and A*32 into Bw4 and Bw6 allele groups. In some cases HLA alleles containing Bw4 epitope, on nucleotide level actually carries a premature stop codon. Meaning that although on nucleotide level the allele would encode a Bw4 epitope it's not really there and it is assigned to Bw6 group. However in 4-digit resolution these alleles can not be distinguished from other Bw4 groups. Since alleles with premature stop codons are rare, Bw4 group is assigned.
"allele_HLA-B_only_Bw"Translates HLA-B alleles (without A*23, A*24 and A*32) into Bw4 and Bw6 allele groups.
"allele_HLA-C_C1-2"Translates HLA-C alleles into C1 and C2 allele groups.
"allele_HLA_supertype"Translates HLA-A and HLA-B alleles into supertypes, a classification that group HLA alleles based on peptide binding specificities.
"allele_HLA_Ggroup"Translates HLA alleles into G groups, which defines amino acid identity only in the exons relevant for peptide binding. Note that alleles DRB1*01:01:01 and DRB1*01:16 match more than one G group, here this ambiguity was removed by deleting matching with DRB5*01:01:01G group.
reduce control if conversion should happen in a greedy way, such that
if some HLA number cannot be converted, it's resolution is reduced by 2 and
another attempt is taken. This process stops when alleles cannot be further
reduced or all have been successfully converted.
hlaToVariable(MiDAS_tut_HLA, dictionary = "allele_HLA_supertype")
#> ID supertype_A_1 supertype_A_2 supertype_B_1 supertype_B_2
#> 1 C001 A01 A01 B07 B44
#> 2 C002 A02 <NA> B44 B44
#> 3 C003 A24 Unclassified B62 B44
#> 4 C004 A01 A24 B08 B62
#> 5 C005 A01 A01 B44 B08
#> 6 C006 A03 A01 B07 B08
#> 7 C007 A01 A02 B62 B08
#> 8 C008 A03 A02 B07 B27
#> 9 C009 A24 A01 Unclassified B44
#> 10 C010 A03 A02 B62 B07
#> 11 C011 A02 A01 B07 Unclassified
#> 12 C012 A02 A02 B62 B27
#> 13 C013 A02 A01 Unclassified B58
#> 14 C014 A01 A01 B44 B27
#> 15 C015 <NA> A03 B07 B07
#> 16 C016 A01 A03 B07 <NA>
#> 17 C017 A03 A03 B08 B44
#> 18 C018 A03 A02 B62 B44
#> 19 C019 Unclassified A03 B07 B44
#> 20 C020 A01 A01A24 B44 B08
#> 21 C021 A03 A02 B44 B44
#> 22 C022 A01 A01 B07 B07
#> 23 C023 A24 A01 B44 B44
#> 24 C024 A24 <NA> B44 B44
#> 25 C025 A01 A03 B44 B27
#> 26 C026 A24 A02 B62 <NA>
#> 27 C027 A02 A02 B44 B44
#> 28 C028 A02 A01 B07 B07
#> 29 C029 A03 A03 B27 B27
#> 30 C030 A01 A01A24 B44 B07
#> 31 C031 A03 A01 B07 B07
#> 32 C032 A02 A24 B62 B27
#> 33 C033 A01 A02 B08 Unclassified
#> 34 C034 A02 A03 B44 B44
#> 35 C035 A02 A01 B62 B44
#> 36 C036 A02 A24 B27 B44
#> 37 C037 A01 A01 B07 Unclassified
#> 38 C038 A03 A24 B08 B07
#> 39 C039 A02 A01 B44 B44
#> 40 C040 A01 A03 B27 B27
#> 41 C041 A01 A03 B07 B62
#> 42 C042 A02 A03 B07 Unclassified
#> 43 C043 A02 A01 Unclassified B07
#> 44 C044 A24 A01 B44 Unclassified
#> 45 C045 A01 A01 B27 B27
#> 46 C046 A01 A01 B08 B44
#> 47 C047 A03 A03 B07 B07
#> 48 C048 A01 A24 B07 B44
#> 49 C049 A24 A03 B44 B62
#> 50 C050 A03 A03 B27 B44
#> 51 C051 A01A24 A24 B44 B44
#> 52 C052 A01 A02 B44 B58
#> 53 C053 A02 A02 Unclassified Unclassified
#> 54 C054 A01 A03 B07 B08
#> 55 C055 A24 A01 B27 B07
#> 56 C056 A24 A24 B08 B27
#> 57 C057 A03 A03 B07 B44
#> 58 C058 A03 A24 Unclassified B44
#> 59 C059 A03 A24 B07 B44
#> 60 C060 A02 A01 B08 B44
#> 61 C061 A03 A02 B44 B07
#> 62 C062 A01 A24 B44 B44
#> 63 C063 A01 A02 B44 B44
#> 64 C064 A02 A02 B44 B44
#> 65 C065 A03 A03 B08 B07
#> 66 C066 A02 A01 B07 B58
#> 67 C067 A02 A01 B07 B27
#> 68 C068 A01 <NA> Unclassified B44
#> 69 C069 A01 A01 B58 B27
#> 70 C070 A02 A24 B44 B44
#> 71 C071 A01A24 A01A24 B08 B44
#> 72 C072 A01 A24 B08 B44
#> 73 C073 A03 A01A03 B62 Unclassified
#> 74 C074 A01 A02 B44 B44
#> 75 C075 A02 A03 B07 B62
#> 76 C076 A01A24 A02 B07 B07
#> 77 C077 A01 A01 B44 B58
#> 78 C078 A01 A01 B07 B58
#> 79 C079 A03 A03 B07 B07
#> 80 C080 A02 A01 B44 B44
#> 81 C081 A02 A03 B08 B44
#> 82 C082 A03 A01A24 B62 B27
#> 83 C083 A03 A03 B44 B07
#> 84 C084 A03 A02 B62 B07
#> 85 C085 A03 A02 B62 B27
#> 86 C086 A01 A02 B44 B44
#> 87 C087 A02 A03 Unclassified B27
#> 88 C088 A24 A02 B62 B07
#> 89 C089 A02 A02 B27 B27
#> 90 C090 A01 A01 B27 B08
#> 91 C091 A01 A02 B08 B07
#> 92 C092 A02 A24 B44 <NA>
#> 93 C093 A02 A01 B44 Unclassified
#> 94 C094 A24 A01 B07 B44
#> 95 C095 A01 A01A03 Unclassified B44
#> 96 C096 A01A24 A02 B08 B07
#> 97 C097 A02 A03 B44 B27
#> 98 C098 A01 A02 B62 B44
#> 99 C099 A01 A24 B62 B07
#> 100 C100 A03 A03 B62 B07
#> 101 C101 A24 A02 B08 B07
#> 102 C102 A02 A01 B62 B62
#> 103 C103 A02 A02 B07 Unclassified
#> 104 C104 A02 A01 B07 B58
#> 105 C105 A02 A03 B44 B07
#> 106 C106 A01A24 A01 B08 B44
#> 107 C107 <NA> <NA> B44 B44
#> 108 C108 A01A24 A02 B62 B44
#> 109 C109 A03 A24 Unclassified B27
#> 110 C110 A03 A01 B44 B27
#> 111 C111 A02 A24 B07 B44
#> 112 C112 A02 A01 B08 B07
#> 113 C113 A03 A02 B44 B44
#> 114 C114 A01 A01 B44 B07
#> 115 C115 A03 A01 B44 B44
#> 116 C116 A24 A24 B62 B62
#> 117 C117 A03 A03 B07 B07
#> 118 C118 A02 A02 B07 B44
#> 119 C119 A02 A02 B44 Unclassified
#> 120 C120 A02 A02 B44 B27
#> 121 C121 A02 A24 B07 B62
#> 122 C122 A03 A03 B27 B44
#> 123 C123 A02 A02 B07 Unclassified
#> 124 C124 A24 A01 B44 B27
#> 125 C125 A03 A01A24 B07 B44
#> 126 C126 A03 A03 B07 B07
#> 127 C127 A03 A24 Unclassified B07
#> 128 C128 A02 A03 B44 B07
#> 129 C129 A03 A03 B07 B27
#> 130 C130 A01 A03 B44 B08
#> 131 C131 A03 A01 B07 B27
#> 132 C132 A01 A03 B07 B62
#> 133 C133 A03 A02 B07 B07
#> 134 C134 A01 A02 B27 B44
#> 135 C135 <NA> <NA> B07 B27
#> 136 C136 A24 A03 B07 B07
#> 137 C137 A03 A01 B07 B62
#> 138 C138 A02 A01 B07 B07
#> 139 C139 A03 A03 B27 B58
#> 140 C140 A01 A03 B44 B08
#> 141 C141 A01 A02 <NA> <NA>
#> 142 C142 A24 A03 Unclassified B44
#> 143 C143 A03 A02 B62 B62
#> 144 C144 A03 A03 B07 B07
#> 145 C145 A24 A02 B44 B62
#> 146 C146 A01 A24 B07 B44
#> 147 C147 A01 A02 B08 B44
#> 148 C148 A01 A02 B08 B07
#> 149 C149 A03 A24 B07 B07
#> 150 C150 A02 A01 B27 B58
#> 151 C151 A02 A02 B44 B27
#> 152 C152 A01 A03 B44 B08
#> 153 C153 A03 A03 B07 B44
#> 154 C154 A02 A01 B07 B44
#> 155 C155 A02 A02 B44 B58
#> 156 C156 A01 A24 B07 B07
#> 157 C157 A03 A24 B27 B44
#> 158 C158 A03 A24 B07 B58
#> 159 C159 A02 A03 Unclassified B27
#> 160 C160 A24 A01 B44 B27
#> 161 C161 A02 A01A24 B44 B44
#> 162 C162 A02 A03 B07 B08
#> 163 C163 A01 A02 B44 B27
#> 164 C164 A03 A02 B44 B27
#> 165 C165 A02 A02 B44 B44
#> 166 C166 A02 A03 B07 B07
#> 167 C167 A02 A02 B44 B07
#> 168 C168 A03 A24 B07 B07
#> 169 C169 A02 A02 B44 B27
#> 170 C170 A01A03 A02 B07 Unclassified
#> 171 C171 Unclassified A24 B44 B07
#> 172 C172 A01 A02 B07 B07
#> 173 C173 A02 A02 Unclassified B62
#> 174 C174 A03 A02 B07 B27
#> 175 C175 A01 A01 Unclassified B07
#> 176 C176 A24 A01A24 B44 B44
#> 177 C177 A02 A02 B44 B07
#> 178 C178 A03 A01 B62 B07
#> 179 C179 A02 A02 B62 B08
#> 180 C180 A24 A24 B07 B62
#> 181 C181 A01 A02 B44 B44
#> 182 C182 Unclassified <NA> B62 B58
#> 183 C183 A24 A01A03 B44 Unclassified
#> 184 C184 A01 A01A03 B44 Unclassified
#> 185 C185 A03 A02 B58 Unclassified
#> 186 C186 A02 A01 B27 B27
#> 187 C187 A24 A01 B62 B07
#> 188 C188 A24 A24 B27 B58
#> 189 C189 A01A03 A03 B07 Unclassified
#> 190 C190 A01 A24 B44 B62
#> 191 C191 A03 A03 B07 B44
#> 192 C192 A01 A01 B08 B08
#> 193 C193 A24 A02 B44 B44
#> 194 C194 A24 A02 B07 B44
#> 195 C195 A03 A02 B07 B44
#> 196 C196 A01 A01A24 B27 B58
#> 197 C197 A01 A02 B44 B08
#> 198 C198 A01 A24 B27 B44
#> 199 C199 <NA> A03 B44 B07
#> 200 C200 A01 A24 B08 B44
#> 201 C201 A03 A02 B27 B44
#> 202 C202 A02 <NA> B07 B44
#> 203 C203 A03 A01 B07 B27
#> 204 C204 A01 A01 B44 B08
#> 205 C205 A01 A02 B58 B44
#> 206 C206 A24 A01 B44 Unclassified
#> 207 C207 A01 A02 B44 B44
#> 208 C208 <NA> A01 B07 B62
#> 209 C209 A01A24 A03 B44 B44
#> 210 C210 A03 A01 B07 B44
#> 211 C211 A01A24 A02 B44 B07
#> 212 C212 A24 A01A03 B07 Unclassified
#> 213 C213 A24 A24 B07 B07
#> 214 C214 A01 A03 B08 B08
#> 215 C215 A03 A01 B44 B27
#> 216 C216 A01A24 A01 B07 B07
#> 217 C217 A03 <NA> B44 B44
#> 218 C218 A24 A02 B07 B07
#> 219 C219 A24 A03 B07 B44
#> 220 C220 A02 A03 B27 B07
#> 221 C221 A03 A01 B08 B58
#> 222 C222 A03 A01 B07 B62
#> 223 C223 A03 A02 B27 B62
#> 224 C224 A02 A01 B62 B44
#> 225 C225 A02 A02 B07 B07
#> 226 C226 A03 A01 B07 B08
#> 227 C227 A01A03 A03 Unclassified Unclassified
#> 228 C228 A03 A03 B07 B27
#> 229 C229 A03 A01 B07 B07
#> 230 C230 A01 A01 B44 B07
#> 231 C231 A01 A24 B07 B44
#> 232 C232 A24 A02 B07 B07
#> 233 C233 A24 A02 B07 B27
#> 234 C234 A01 A01 B08 B08
#> 235 C235 A01 A01A03 Unclassified B08
#> 236 C236 A03 <NA> B44 B58
#> 237 C237 A02 A02 B44 B62
#> 238 C238 A24 A01 B44 B44
#> 239 C239 A02 A01 B44 B58
#> 240 C240 A01 A24 B07 B27
#> 241 C241 A03 A02 B07 B44
#> 242 C242 A03 A01A03 B44 B62
#> 243 C243 A24 A03 B08 Unclassified
#> 244 C244 A01 A02 B27 B27
#> 245 C245 A03 A02 B44 B08
#> 246 C246 A01 A01 B07 B07
#> 247 C247 A02 A03 B44 B07
#> 248 C248 A01 A03 B07 B08
#> 249 C249 A01A24 A01 B27 B44
#> 250 C250 A02 A02 B07 B44
#> 251 C251 A03 <NA> B27 B44
#> 252 C252 A02 A02 B44 B07
#> 253 C253 A01A24 A24 Unclassified B27
#> 254 C254 A02 A02 B62 B62
#> 255 C255 A02 A01A03 B44 B44
#> 256 C256 A24 A01 B44 B58
#> 257 C257 A24 A03 B44 B44
#> 258 C258 A02 A03 B44 B07
#> 259 C259 A24 A03 B44 B07
#> 260 C260 A03 A01 B44 B07
#> 261 C261 A02 A24 B07 B44
#> 262 C262 A03 A03 B44 B62
#> 263 C263 A03 A01 B44 B08
#> 264 C264 A01 A03 B44 B44
#> 265 C265 A03 A24 B27 B07
#> 266 C266 A02 A01 B44 B44
#> 267 C267 A01 A02 B44 B44
#> 268 C268 A01A24 A02 B44 B44
#> 269 C269 A03 A03 B07 B07
#> 270 C270 A01 A01 Unclassified B44
#> 271 C271 A03 A03 B07 B07
#> 272 C272 A24 A03 B62 B07
#> 273 C273 A03 A24 B07 B07
#> 274 C274 <NA> <NA> B07 B44
#> 275 C275 A03 A02 B07 B62
#> 276 C276 A03 A01 B44 B58
#> 277 C277 A24 A03 B44 B07
#> 278 C278 A03 A01A24 B44 B44
#> 279 C279 A03 A01 B58 B27
#> 280 C280 A03 A01 B44 B07
#> 281 C281 A03 A01 B07 B27
#> 282 C282 A02 A01 B27 B44
#> 283 C283 A02 A01 B58 Unclassified
#> 284 C284 A03 A24 B27 B44
#> 285 C285 A01 A01 B44 B58
#> 286 C286 A02 A01 B27 B58
#> 287 C287 A02 A01 B44 Unclassified
#> 288 C288 A03 A02 B07 B44
#> 289 C289 A01 A02 B62 B44
#> 290 C290 A01 A02 B27 B07
#> 291 C291 A24 A24 B07 B44
#> 292 C292 A03 A03 B07 B07
#> 293 C293 A02 A02 B07 B44
#> 294 C294 A01 A03 B08 B44
#> 295 C295 A03 A02 B27 B44
#> 296 C296 A02 A01 B44 B44
#> 297 C297 A03 A01 B27 B62
#> 298 C298 A01 A01A24 B44 B27
#> 299 C299 A24 A02 B44 B07
#> 300 C300 A24 A01 B62 B07
#> 301 C301 A02 A03 B08 B08
#> 302 C302 A02 A03 Unclassified B44
#> 303 C303 A02 A01 B44 B07
#> 304 C304 A02 A03 B44 B07
#> 305 C305 A02 A03 B44 B27
#> 306 C306 A24 A03 B08 Unclassified
#> 307 C307 A03 A02 B27 B44
#> 308 C308 A03 A03 B07 B07
#> 309 C309 A02 A01A03 B07 B58
#> 310 C310 A03 A03 B62 B44
#> 311 C311 A02 A01 B07 B07
#> 312 C312 A02 A01 B44 B07
#> 313 C313 A24 A01 B44 B44
#> 314 C314 A24 A24 B27 B07
#> 315 C315 <NA> <NA> B27 B27
#> 316 C316 A02 A24 B44 B44
#> 317 C317 A03 A24 B44 B07
#> 318 C318 A02 A01 B07 B58
#> 319 C319 A24 A01 Unclassified B07
#> 320 C320 A01A03 A01 <NA> B07
#> 321 C321 A24 A02 B44 B44
#> 322 C322 A03 A01 B44 B08
#> 323 C323 A02 A01A03 B44 B07
#> 324 C324 A01 A01 B27 B27
#> 325 C325 A03 A03 B07 B07
#> 326 C326 A03 A03 B62 B62
#> 327 C327 A02 A01 B62 B07
#> 328 C328 A01 A02 B27 B44
#> 329 C329 A01 A01A24 B44 B08
#> 330 C330 A03 <NA> B58 B44
#> 331 C331 A01 A24 B07 B07
#> 332 C332 A01A24 A03 B07 B27
#> 333 C333 A02 A01 B27 Unclassified
#> 334 C334 A03 A01 B27 B27
#> 335 C335 A03 A03 B27 B27
#> 336 C336 A01 A01 B08 B44
#> 337 C337 A03 A02 B27 B27
#> 338 C338 A03 A24 Unclassified B44
#> 339 C339 A03 <NA> B58 B07
#> 340 C340 A01 A01 B58 B27
#> 341 C341 <NA> A01 B27 Unclassified
#> 342 C342 A01A03 A01 B07 B44
#> 343 C343 A03 A24 B07 B44
#> 344 C344 A02 A01 B07 B27
#> 345 C345 A01A03 A24 Unclassified Unclassified
#> 346 C346 A03 A01 B08 B27
#> 347 C347 A03 A01 B27 B58
#> 348 C348 A01 A02 Unclassified B44
#> 349 C349 A03 A01 B27 B44
#> 350 C350 A02 A24 B07 B07
#> 351 C351 A02 A03 B07 B44
#> 352 C352 A03 A01 B27 B44
#> 353 C353 <NA> A01 B44 B44
#> 354 C354 A01 A01A24 B58 B58
#> 355 C355 A01 A24 B44 B44
#> 356 C356 A02 A01 B44 B08
#> 357 C357 A01 A03 B62 B07
#> 358 C358 A02 A03 B44 B58
#> 359 C359 A02 A03 B27 B07
#> 360 C360 A02 A01 B44 B44
#> 361 C361 A03 A01 B62 B08
#> 362 C362 A24 A02 B27 B44
#> 363 C363 A24 A02 Unclassified B62
#> 364 C364 A02 A24 B44 B44
#> 365 C365 A01A24 A01 B07 B07
#> 366 C366 A01 A24 B44 B27
#> 367 C367 A02 A01 B44 B27
#> 368 C368 A03 <NA> B07 B62
#> 369 C369 A02 A03 B44 B27
#> 370 C370 A03 A02 B58 B44
#> 371 C371 A01 A24 B62 B62
#> 372 C372 <NA> <NA> B44 B27
#> 373 C373 A01 A03 B44 B62
#> 374 C374 A03 A01 B62 B07
#> 375 C375 A02 A01 B07 B07
#> 376 C376 A01 A24 B07 B07
#> 377 C377 A02 A02 B27 B27
#> 378 C378 A02 A01 B08 B27
#> 379 C379 A01 A02 B07 B44
#> 380 C380 A01 A01 B08 B07
#> 381 C381 A02 A24 Unclassified B27
#> 382 C382 A01 A01 B58 B08
#> 383 C383 A24 A01 <NA> B07
#> 384 C384 A24 A02 B27 B58
#> 385 C385 A02 A01 B44 B08
#> 386 C386 A02 A03 B44 Unclassified
#> 387 C387 A02 A24 B44 B58
#> 388 C388 A02 A03 B44 B44
#> 389 C389 A03 A02 B44 B44
#> 390 C390 A24 A03 B07 B07
#> 391 C391 A03 A02 B44 B07
#> 392 C392 A03 A01 B58 B44
#> 393 C393 A24 Unclassified B07 B07
#> 394 C394 <NA> <NA> B07 B44
#> 395 C395 A01 A02 B44 B07
#> 396 C396 A03 A01A03 Unclassified B07
#> 397 C397 A24 A02 B07 B44
#> 398 C398 A03 A02 B07 B44
#> 399 C399 A02 A24 B07 B44
#> 400 C400 A02 A24 B27 B07
#> 401 C401 A02 A24 B07 B07
#> 402 C402 A03 A24 B07 B44
#> 403 C403 A02 A02 B44 B07
#> 404 C404 A03 A24 B44 Unclassified
#> 405 C405 A24 A02 B27 B07
#> 406 C406 A24 A24 B44 B27
#> 407 C407 A01 A01 B08 B44
#> 408 C408 A01 A01 B44 B07
#> 409 C409 A03 A01 B07 B44
#> 410 C410 A03 A02 B62 B07
#> 411 C411 A03 A02 B07 B44
#> 412 C412 A01A24 A24 B27 B27
#> 413 C413 A03 A02 B44 B44
#> 414 C414 A24 A01 B44 B44
#> 415 C415 A02 A24 Unclassified B44
#> 416 C416 A24 A01 B62 Unclassified
#> 417 C417 A01 A01 B07 B07
#> 418 C418 A01 A03 Unclassified B27
#> 419 C419 A01 A01A03 Unclassified B44
#> 420 C420 A03 A01 B07 B44
#> 421 C421 A02 A03 B44 B27
#> 422 C422 A01 A03 B07 B07
#> 423 C423 A03 A03 B07 Unclassified
#> 424 C424 A02 A01 Unclassified B44
#> 425 C425 A02 A03 B27 B44
#> 426 C426 A01 A01A03 B07 Unclassified
#> 427 C427 A02 A24 B07 B44
#> 428 C428 A24 A24 B27 B27
#> 429 C429 A03 A03 B07 Unclassified
#> 430 C430 A03 A24 B62 B07
#> 431 C431 A01 A03 B62 B44
#> 432 C432 A02 A24 B44 B62
#> 433 C433 A02 A03 B44 B07
#> 434 C434 A01 A24 B07 B44
#> 435 C435 A03 A03 B27 B07
#> 436 C436 A01 A24 B44 Unclassified
#> 437 C437 A02 A02 B08 B27
#> 438 C438 A24 A01 B27 B07
#> 439 C439 A03 A24 B07 B62
#> 440 C440 A03 A01 B62 B44
#> 441 C441 A02 A03 B44 B07
#> 442 C442 A01 <NA> B08 B08
#> 443 C443 A03 A02 B08 B27
#> 444 C444 A02 A03 B08 B44
#> 445 C445 A03 A02 B07 B62
#> 446 C446 A02 A01 B44 B08
#> 447 C447 A02 A01 B44 B27
#> 448 C448 A03 A01 B08 Unclassified
#> 449 C449 A03 A24 B08 Unclassified
#> 450 C450 A02 A02 Unclassified B62
#> 451 C451 A03 A02 B44 B07
#> 452 C452 A03 A02 B62 B27
#> 453 C453 A02 A02 B44 B62
#> 454 C454 A03 A02 B27 B44
#> 455 C455 A01 <NA> B44 Unclassified
#> 456 C456 A24 <NA> B07 B08
#> 457 C457 A01 A02 B07 Unclassified
#> 458 C458 A02 A01 B08 B44
#> 459 C459 A03 A02 B44 B62
#> 460 C460 A02 A03 B62 B07
#> 461 C461 A03 A02 B07 B58
#> 462 C462 A02 A01 B08 B07
#> 463 C463 A02 A02 B07 B44
#> 464 C464 A02 A24 B62 B62
#> 465 C465 A01 A02 Unclassified Unclassified
#> 466 C466 A02 A02 B58 B08
#> 467 C467 A03 A24 B27 B07
#> 468 C468 A24 A03 B07 B07
#> 469 C469 A02 A01 B08 B44
#> 470 C470 A02 A03 B44 B27
#> 471 C471 A02 A01 B07 B27
#> 472 C472 A02 A24 Unclassified B44
#> 473 C473 A01 A02 B07 B44
#> 474 C474 A02 A01A03 B44 Unclassified
#> 475 C475 A24 A02 B62 Unclassified
#> 476 C476 A03 A03 B07 B07
#> 477 C477 A01 A02 B58 B27
#> 478 C478 A03 A03 B62 Unclassified
#> 479 C479 A01 A02 B58 B27
#> 480 C480 A24 A02 B44 B44
#> 481 C481 A02 A02 B44 B44
#> 482 C482 A02 A02 B07 B44
#> 483 C483 A01 A24 B07 B44
#> 484 C484 A03 A02 B07 B27
#> 485 C485 A02 A01 B44 B44
#> 486 C486 A03 A02 B07 B07
#> 487 C487 A02 A01 B44 B08
#> 488 C488 A24 A01A24 Unclassified B07
#> 489 C489 A03 A01A24 B44 <NA>
#> 490 C490 A03 A03 B27 B27
#> 491 C491 A02 A01 B07 B07
#> 492 C492 A03 A01 B27 B07
#> 493 C493 A02 A02 B07 B44
#> 494 C494 A01A24 A01 B62 B62
#> 495 C495 A01 A24 B08 B44
#> 496 C496 A02 A02 B58 Unclassified
#> 497 C497 A01 A02 B27 B44
#> 498 C498 Unclassified A24 B58 B07
#> 499 C499 A01 A24 B07 B07
#> 500 C500 A03 A01 B44 B44
#> 501 P001 <NA> Unclassified B07 B07
#> 502 P002 A02 A02 <NA> B44
#> 503 P003 A02 A03 B07 B07
#> 504 P004 A24 A03 B44 B44
#> 505 P005 A24 A02 B07 B44
#> 506 P006 A01 A03 B08 B44
#> 507 P007 A02 A03 B44 B08
#> 508 P008 A02 A02 Unclassified B44
#> 509 P009 A01 A24 B44 B44
#> 510 P010 <NA> <NA> B08 B44
#> 511 P011 A01 A02 B07 Unclassified
#> 512 P012 A02 A02 B62 Unclassified
#> 513 P013 A24 A24 B07 B07
#> 514 P014 A03 A02 B58 B44
#> 515 P015 A24 A02 B27 B07
#> 516 P016 A01 A02 B44 B44
#> 517 P017 A03 A03 B44 B27
#> 518 P018 A02 A24 B07 B62
#> 519 P019 A02 A24 B07 B58
#> 520 P020 A24 A01 B62 B07
#> 521 P021 A02 A03 B27 B27
#> 522 P022 A02 A01 B44 B44
#> 523 P023 A03 A03 B44 <NA>
#> 524 P024 A03 A03 B44 B07
#> 525 P025 A02 Unclassified B27 B07
#> 526 P026 A03 A02 B07 B62
#> 527 P027 A03 A01 B08 B58
#> 528 P028 A02 A02 B07 B62
#> 529 P029 A02 A02 B58 B07
#> 530 P030 A03 A01 B08 Unclassified
#> 531 P031 A03 A24 B44 B62
#> 532 P032 A24 A01 B62 B07
#> 533 P033 A03 A02 B62 B27
#> 534 P034 A24 A03 B07 B58
#> 535 P035 A02 A03 B62 B07
#> 536 P036 A03 A02 B44 B44
#> 537 P037 A24 A02 B27 B44
#> 538 P038 A02 A02 Unclassified B27
#> 539 P039 A02 A03 B27 Unclassified
#> 540 P040 A24 A01A24 B44 B27
#> 541 P041 A24 A02 B62 B07
#> 542 P042 A24 A02 B07 B27
#> 543 P043 A02 A02 B07 B44
#> 544 P044 A02 A24 B58 B44
#> 545 P045 A03 A01 B27 B07
#> 546 P046 A01 A03 B07 <NA>
#> 547 P047 A01 A03 B07 B62
#> 548 P048 A02 A01 B07 B07
#> 549 P049 A01 A03 B27 B44
#> 550 P050 A01 A03 B27 B07
#> 551 P051 A03 A02 B07 B44
#> 552 P052 A02 A02 B44 B44
#> 553 P053 A01 A03 B27 B07
#> 554 P054 A01 A02 B07 B27
#> 555 P055 A03 A01A24 B44 B07
#> 556 P056 A03 A03 B08 B27
#> 557 P057 A02 A24 <NA> B07
#> 558 P058 A01 A02 B44 B44
#> 559 P059 A01 A02 B44 B27
#> 560 P060 A01 A02 B62 B27
#> 561 P061 A24 A01 B44 B07
#> 562 P062 A02 A03 B07 Unclassified
#> 563 P063 A03 A03 B44 B27
#> 564 P064 A02 A02 B07 B07
#> 565 P065 A02 A02 B44 B44
#> 566 P066 A01A24 A02 B07 B44
#> 567 P067 A01 A02 B58 B44
#> 568 P068 A01 A01 B07 B07
#> 569 P069 A03 A01 Unclassified B27
#> 570 P070 A03 A03 B44 B07
#> 571 P071 A24 A02 B44 B08
#> 572 P072 A02 A02 B44 B44
#> 573 P073 A03 A24 B58 B44
#> 574 P074 A01A24 A01 B07 B44
#> 575 P075 A03 A03 B44 B07
#> 576 P076 A02 A02 B62 B44
#> 577 P077 A02 A01 B44 B58
#> 578 P078 A01 A03 B58 B27
#> 579 P079 A24 A01 B62 B44
#> 580 P080 A01 A02 B44 B08
#> 581 P081 A24 A02 B58 B58
#> 582 P082 A02 A24 B44 B58
#> 583 P083 A01A24 A01 B58 B08
#> 584 P084 A24 A02 B07 B27
#> 585 P085 A02 A01 B62 B27
#> 586 P086 A03 A03 B44 B27
#> 587 P087 A02 A03 B07 B44
#> 588 P088 A01 A03 B27 B07
#> 589 P089 A02 A01 B27 <NA>
#> 590 P090 A01A03 A02 Unclassified B27
#> 591 P091 A24 A24 B62 B27
#> 592 P092 A03 A24 B44 B07
#> 593 P093 A01 A02 Unclassified B07
#> 594 P094 A03 A24 B44 B62
#> 595 P095 A02 A24 B44 B44
#> 596 P096 A24 A02 B44 B07
#> 597 P097 A03 A03 B58 B62
#> 598 P098 A03 A03 B27 B44
#> 599 P099 A03 A01 B27 B27
#> 600 P100 A02 A01 B44 B44
#> 601 P101 A24 A01 B27 B08
#> 602 P102 A01 A01 B08 Unclassified
#> 603 P103 A01 A03 B44 B44
#> 604 P104 A24 A01 B07 B62
#> 605 P105 A03 A03 B62 B44
#> 606 P106 A01 A02 B27 B44
#> 607 P107 A03 A01 B44 B07
#> 608 P108 A01 A03 B27 B27
#> 609 P109 A02 A03 B07 <NA>
#> 610 P110 A01 A01 B08 B08
#> 611 P111 A24 A02 B07 B07
#> 612 P112 A01 A02 B62 B27
#> 613 P113 A03 A03 B44 B58
#> 614 P114 A01A03 A24 B58 B27
#> 615 P115 A01 <NA> B27 B08
#> 616 P116 A02 Unclassified B58 B27
#> 617 P117 A03 A03 B44 B08
#> 618 P118 A01 A02 B08 B62
#> 619 P119 A01 A01 B44 B07
#> 620 P120 A03 A02 B62 B44
#> 621 P121 A03 A03 Unclassified B58
#> 622 P122 A01 A24 B27 B07
#> 623 P123 A01 A01 B44 B08
#> 624 P124 A03 A02 B44 B27
#> 625 P125 A02 A24 B44 B27
#> 626 P126 A03 A03 B58 B07
#> 627 P127 A02 A24 B07 B62
#> 628 P128 A02 A03 B07 Unclassified
#> 629 P129 A24 A02 B62 B62
#> 630 P130 A01 A02 B44 B27
#> 631 P131 A01 A01 B07 B44
#> 632 P132 A01 A02 B27 B07
#> 633 P133 A24 A03 B27 B44
#> 634 P134 A24 A03 B44 B07
#> 635 P135 A02 A02 Unclassified B44
#> 636 P136 A01 A24 B07 B44
#> 637 P137 A24 A03 B07 Unclassified
#> 638 P138 A03 A24 B07 B27
#> 639 P139 A02 A02 Unclassified B27
#> 640 P140 A03 A01 B44 B08
#> 641 P141 A24 A01 B58 B08
#> 642 P142 A02 A24 B07 B62
#> 643 P143 A01 A01 B44 B08
#> 644 P144 A02 A24 B62 B44
#> 645 P145 A01 A24 B07 B27
#> 646 P146 A02 A03 B44 B62
#> 647 P147 A02 A01 B44 B08
#> 648 P148 A02 A03 B07 B44
#> 649 P149 A02 A01A03 B44 B07
#> 650 P150 A03 A03 B58 B07
#> 651 P151 A02 A03 B44 B07
#> 652 P152 A24 A03 B44 B44
#> 653 P153 A02 A02 B44 B44
#> 654 P154 A02 A03 B44 B62
#> 655 P155 A01 A02 Unclassified B58
#> 656 P156 A02 A02 B62 B62
#> 657 P157 A02 A01 B44 B07
#> 658 P158 A01 A24 <NA> B07
#> 659 P159 A24 A03 B44 B07
#> 660 P160 A03 A24 B44 B07
#> 661 P161 A24 A02 B62 B44
#> 662 P162 A01A24 A02 B44 B44
#> 663 P163 A01 A03 B44 B08
#> 664 P164 A01 A01 Unclassified B44
#> 665 P165 A02 A02 B44 Unclassified
#> 666 P166 A03 A02 B07 B62
#> 667 P167 A03 <NA> B08 B27
#> 668 P168 A02 A02 Unclassified B58
#> 669 P169 A01 A01 B44 B44
#> 670 P170 A03 A03 B07 B44
#> 671 P171 A24 A24 B07 B44
#> 672 P172 A01A24 A01A03 B07 B44
#> 673 P173 A01A03 A01 Unclassified B08
#> 674 P174 A24 A01 B44 B07
#> 675 P175 A24 A01 B58 B08
#> 676 P176 A02 A24 B44 Unclassified
#> 677 P177 A01 A03 B07 B44
#> 678 P178 A02 A01 B07 B62
#> 679 P179 A03 A03 B07 B58
#> 680 P180 A24 Unclassified B44 B07
#> 681 P181 A01 A03 B07 B08
#> 682 P182 A03 A02 B44 B07
#> 683 P183 A02 A01 B27 B08
#> 684 P184 A24 A02 Unclassified B07
#> 685 P185 A01 A24 B07 B08
#> 686 P186 A03 A24 B07 B07
#> 687 P187 A01 A02 B58 B62
#> 688 P188 A24 A02 B62 B08
#> 689 P189 A02 A02 B62 B62
#> 690 P190 A24 A01 B44 B08
#> 691 P191 A24 A02 B07 B07
#> 692 P192 A02 A03 B62 B62
#> 693 P193 A01 A01 B07 B62
#> 694 P194 A24 A01 B07 B07
#> 695 P195 A24 A01A03 Unclassified B58
#> 696 P196 A01 A01 B07 B08
#> 697 P197 A02 A01 B07 B58
#> 698 P198 A02 A24 B62 B07
#> 699 P199 A03 A01 B07 B07
#> 700 P200 Unclassified Unclassified B62 B07
#> 701 P201 A01 A03 B58 B44
#> 702 P202 A24 A03 B44 B27
#> 703 P203 A03 A02 B62 B08
#> 704 P204 A24 A03 B44 B07
#> 705 P205 A01A24 A03 B58 B44
#> 706 P206 A03 A03 B44 B44
#> 707 P207 A02 A02 B07 Unclassified
#> 708 P208 A01 A03 B44 B27
#> 709 P209 A02 A24 B44 B44
#> 710 P210 A01 A01 B07 B08
#> 711 P211 A01 A03 B62 B27
#> 712 P212 A24 A24 B07 B07
#> 713 P213 A02 A01 B44 B08
#> 714 P214 A02 A03 B62 B07
#> 715 P215 A01 A01 B58 B08
#> 716 P216 A02 A02 B27 B44
#> 717 P217 A03 A24 B27 B44
#> 718 P218 A03 A02 B27 B07
#> 719 P219 A01 A03 B07 B27
#> 720 P220 A01A03 A24 B44 Unclassified
#> 721 P221 A03 A02 B07 B62
#> 722 P222 A01 A02 B44 B07
#> 723 P223 <NA> A01A24 B44 B27
#> 724 P224 A01 A02 B27 Unclassified
#> 725 P225 A02 A02 B58 B07
#> 726 P226 A02 A02 B07 B07
#> 727 P227 A03 A24 B07 B27
#> 728 P228 A03 A01 B27 B27
#> 729 P229 A01 A02 B07 B07
#> 730 P230 A02 A02 B27 Unclassified
#> 731 P231 A01 A01 B27 B08
#> 732 P232 A03 A01 B44 B08
#> 733 P233 A03 <NA> B07 B27
#> 734 P234 A03 A02 B44 B44
#> 735 P235 A03 A01 B07 B07
#> 736 P236 A24 A03 B07 <NA>
#> 737 P237 A02 A02 B58 B44
#> 738 P238 A24 A02 B62 B07
#> 739 P239 A02 A24 B07 B44
#> 740 P240 A02 A01 B07 B27
#> 741 P241 A01 A01A03 B44 B44
#> 742 P242 A01 A02 B44 B27
#> 743 P243 A03 A03 B07 B27
#> 744 P244 A03 A03 B44 B62
#> 745 P245 A02 A24 B44 B27
#> 746 P246 A02 A03 B07 B44
#> 747 P247 A02 A02 <NA> B44
#> 748 P248 A03 A02 B62 B07
#> 749 P249 A02 A03 B62 B07
#> 750 P250 A01 A02 B07 B07
#> 751 P251 A02 A03 B27 B07
#> 752 P252 A03 A02 B58 B44
#> 753 P253 A02 A02 B44 B27
#> 754 P254 A01A03 A02 B44 Unclassified
#> 755 P255 A02 A02 B44 <NA>
#> 756 P256 A03 A02 Unclassified Unclassified
#> 757 P257 A02 A02 B44 B07
#> 758 P258 A02 A02 B44 B07
#> 759 P259 A02 A01 B44 B27
#> 760 P260 A24 A01 B27 B44
#> 761 P261 A02 A01 <NA> B07
#> 762 P262 A01 A02 B07 B07
#> 763 P263 A02 A01 B62 B08
#> 764 P264 A01 A02 B44 B07
#> 765 P265 A03 A02 B44 B44
#> 766 P266 A03 A24 B44 B62
#> 767 P267 A02 A01 B27 B44
#> 768 P268 A01A03 A01 Unclassified B07
#> 769 P269 A01 A03 B07 B07
#> 770 P270 A01 <NA> B58 B58
#> 771 P271 A01 A24 B58 B44
#> 772 P272 A02 A01 B07 B44
#> 773 P273 A02 A01 B07 B44
#> 774 P274 A02 A01 B07 B58
#> 775 P275 A03 A02 Unclassified B07
#> 776 P276 A01 A02 B58 Unclassified
#> 777 P277 A02 A03 B27 B44
#> 778 P278 A02 A02 B44 B44
#> 779 P279 A03 A03 B07 B62
#> 780 P280 A01 A02 B44 B44
#> 781 P281 A24 A24 B07 B62
#> 782 P282 A02 A01 B62 B44
#> 783 P283 A24 A01 B07 B62
#> 784 P284 A03 A24 B58 B27
#> 785 P285 A24 A01A24 B44 B44
#> 786 P286 <NA> <NA> B44 B07
#> 787 P287 A02 A24 B44 B44
#> 788 P288 A24 A03 B58 B07
#> 789 P289 A02 A03 <NA> B27
#> 790 P290 A02 A01A24 B44 B44
#> 791 P291 A01 A24 B27 B44
#> 792 P292 A03 A01 B58 B44
#> 793 P293 A03 A01 B58 B58
#> 794 P294 A24 A01A24 B44 B62
#> 795 P295 A24 A01 B44 B44
#> 796 P296 A03 A03 B58 B07
#> 797 P297 A02 A01 B44 B44
#> 798 P298 A01 A03 B44 B07
#> 799 P299 <NA> A03 B27 B27
#> 800 P300 <NA> Unclassified B07 B27
#> 801 P301 A01A24 Unclassified B44 B07
#> 802 P302 A01 A02 B44 Unclassified
#> 803 P303 A02 A03 B07 B44
#> 804 P304 A03 A01 Unclassified B08
#> 805 P305 A02 A24 B58 B07
#> 806 P306 A01 A01 B58 B44
#> 807 P307 A01 A02 B07 B27
#> 808 P308 A01 <NA> B07 B07
#> 809 P309 A02 A02 B44 B44
#> 810 P310 A01 A01 B44 B44
#> 811 P311 A02 A02 B44 B07
#> 812 P312 A02 A01 B58 B58
#> 813 P313 A24 A02 B44 B07
#> 814 P314 A01 A03 B58 B07
#> 815 P315 A02 A01 B44 B07
#> 816 P316 A02 <NA> B58 B07
#> 817 P317 A02 A03 B27 B07
#> 818 P318 A02 A02 Unclassified B44
#> 819 P319 A24 A01 B44 B44
#> 820 P320 A01 A01 Unclassified B44
#> 821 P321 A03 A24 B44 B07
#> 822 P322 A03 A01 B44 B07
#> 823 P323 A03 A03 Unclassified B07
#> 824 P324 A03 A24 B07 B07
#> 825 P325 A01 A03 B58 B07
#> 826 P326 A02 A02 B44 B07
#> 827 P327 A03 A02 Unclassified B44
#> 828 P328 A01 A03 B58 B07
#> 829 P329 A02 A03 B44 B07
#> 830 P330 A02 A01 <NA> B44
#> 831 P331 A02 A24 Unclassified B44
#> 832 P332 A02 A01A24 B07 B44
#> 833 P333 A02 A01 B44 B58
#> 834 P334 A02 A02 B44 B62
#> 835 P335 A02 A01A24 B27 B44
#> 836 P336 A24 A01A24 B44 B44
#> 837 P337 A01 A03 B07 B44
#> 838 P338 A02 A03 B27 B07
#> 839 P339 A02 A02 B44 B62
#> 840 P340 A03 A03 B07 B07
#> 841 P341 A24 A02 Unclassified B27
#> 842 P342 A02 A24 B07 B07
#> 843 P343 A24 A01 B58 B62
#> 844 P344 A03 A01 B07 B44
#> 845 P345 A03 A01 B07 B58
#> 846 P346 A02 A01 B44 B27
#> 847 P347 A02 A01 B07 B27
#> 848 P348 A03 A03 B44 B44
#> 849 P349 A03 A01A03 Unclassified Unclassified
#> 850 P350 A24 A01 B07 B07
#> 851 P351 A24 A03 B44 Unclassified
#> 852 P352 A01 A03 B07 B44
#> 853 P353 A02 A02 Unclassified B44
#> 854 P354 A02 A01 B44 B08
#> 855 P355 A01 A02 B07 B44
#> 856 P356 A03 A24 B27 B44
#> 857 P357 A03 A02 B44 Unclassified
#> 858 P358 A01A03 A02 B44 B62
#> 859 P359 A24 A03 B44 Unclassified
#> 860 P360 A03 A01 B07 B58
#> 861 P361 A02 A03 Unclassified B44
#> 862 P362 A03 A01 B62 B07
#> 863 P363 A03 A02 B27 B62
#> 864 P364 A02 A01 B44 B08
#> 865 P365 <NA> <NA> B07 B07
#> 866 P366 A01 A03 B07 B07
#> 867 P367 A03 A03 B62 B07
#> 868 P368 A01 A01 B07 B44
#> 869 P369 A03 A01 B07 B44
#> 870 P370 A24 A02 <NA> B07
#> 871 P371 A02 A02 B44 B44
#> 872 P372 A01 A02 B07 B07
#> 873 P373 A03 A01A24 B44 B44
#> 874 P374 Unclassified A02 Unclassified B27
#> 875 P375 A24 A02 B44 B44
#> 876 P376 A01 A02 B44 B07
#> 877 P377 A02 A03 B44 B07
#> 878 P378 A01 A01 B58 B08
#> 879 P379 A03 A02 B07 B27
#> 880 P380 A03 A01A03 B07 B44
#> 881 P381 A02 A03 B58 B62
#> 882 P382 A03 A03 B07 B07
#> 883 P383 A03 A03 B07 B07
#> 884 P384 A01 A02 B44 B44
#> 885 P385 A01 A03 B44 B07
#> 886 P386 A03 A02 B07 B27
#> 887 P387 A03 A03 B44 B07
#> 888 P388 A01 A03 B07 B27
#> 889 P389 A24 A02 B27 B27
#> 890 P390 A03 A02 B58 B44
#> 891 P391 A02 A02 Unclassified B07
#> 892 P392 A01 A02 B07 B44
#> 893 P393 A03 A01 B07 Unclassified
#> 894 P394 A03 A24 B44 B07
#> 895 P395 A01 A01 B07 B44
#> 896 P396 A01 A01 B44 B27
#> 897 P397 A03 A01 B07 B44
#> 898 P398 A02 A02 B58 B07
#> 899 P399 A24 A01 B44 <NA>
#> 900 P400 A24 A03 B07 B07
#> 901 P401 A03 A03 B58 B44
#> 902 P402 A02 A01 B44 B07
#> 903 P403 A03 A03 B27 B27
#> 904 P404 A01 A24 B44 B44
#> 905 P405 A03 A03 B44 B07
#> 906 P406 A24 A24 B44 B44
#> 907 P407 A03 A03 B07 B07
#> 908 P408 A02 A03 Unclassified B07
#> 909 P409 A01 <NA> B44 B58
#> 910 P410 A02 A01 B44 B58
#> 911 P411 A01 A01 B27 B44
#> 912 P412 A02 A01 B44 B44
#> 913 P413 A03 A03 B07 B08
#> 914 P414 A03 A03 B07 B58
#> 915 P415 A03 A02 B07 B27
#> 916 P416 A02 A01 B07 B58
#> 917 P417 A01 A02 B07 B07
#> 918 P418 A01 A02 B58 Unclassified
#> 919 P419 A01 A03 B44 B08
#> 920 P420 A03 A01 B62 B08
#> 921 P421 <NA> <NA> B07 Unclassified
#> 922 P422 A02 A24 B44 B44
#> 923 P423 A24 A03 Unclassified <NA>
#> 924 P424 A02 A01A24 B44 B07
#> 925 P425 A02 A02 B07 Unclassified
#> 926 P426 A03 A01A03 B07 B44
#> 927 P427 A03 A01A24 B07 B44
#> 928 P428 A02 A24 Unclassified B44
#> 929 P429 A01 A02 B62 B58
#> 930 P430 A01 A02 B07 B27
#> 931 P431 A01 A24 B62 B07
#> 932 P432 A03 A03 B07 B07
#> 933 P433 A03 A24 Unclassified B58
#> 934 P434 A01A03 A03 Unclassified B58
#> 935 P435 A01 A02 B07 B27
#> 936 P436 A02 A03 B07 B58
#> 937 P437 A03 A01 B07 B44
#> 938 P438 A02 A01 B44 B07
#> 939 P439 A01 A03 B07 B58
#> 940 P440 A01 A24 B44 B44
#> 941 P441 A01 A01 B27 B44
#> 942 P442 A02 A01 B44 B08
#> 943 P443 A02 A01A03 B07 B58
#> 944 P444 A03 A01 B07 B27
#> 945 P445 A02 Unclassified Unclassified B58
#> 946 P446 A03 A03 B07 B58
#> 947 P447 A01 A01A24 B44 B44
#> 948 P448 A01 A03 Unclassified B58
#> 949 P449 A03 A03 B07 B07
#> 950 P450 A24 A02 B62 B27
#> 951 P451 A02 A24 B58 B27
#> 952 P452 A01 A02 B07 B27
#> 953 P453 A24 A03 B27 B58
#> 954 P454 A24 A03 B07 B27
#> 955 P455 A01 A01A24 B44 Unclassified
#> 956 P456 A03 A03 B27 Unclassified
#> 957 P457 A03 A24 B07 B07
#> 958 P458 A03 A03 Unclassified B58
#> 959 P459 A01 A24 B44 B07
#> 960 P460 A02 A03 B27 B27
#> 961 P461 A01 A02 B58 B08
#> 962 P462 A24 A03 B07 B27
#> 963 P463 A02 A01 B62 B07
#> 964 P464 Unclassified Unclassified B07 B07
#> 965 P465 A24 A03 B07 B44
#> 966 P466 A03 A01A03 B07 B07
#> 967 P467 A03 A02 B07 B07
#> 968 P468 A03 A01 B58 B07
#> 969 P469 A24 A01 Unclassified Unclassified
#> 970 P470 A01 A01 B07 B27
#> 971 P471 A02 A02 B27 B44
#> 972 P472 A01 A03 B44 B08
#> 973 P473 A03 A02 B44 B07
#> 974 P474 A02 A02 Unclassified B27
#> 975 P475 A03 A02 B44 B27
#> 976 P476 A02 A03 B44 B44
#> 977 P477 A01 A03 B07 B27
#> 978 P478 A02 A01 B07 B44
#> 979 P479 A01 A24 B07 B07
#> 980 P480 A03 A03 B27 Unclassified
#> 981 P481 A03 A01 B08 Unclassified
#> 982 P482 A02 A02 B07 B27
#> 983 P483 A01 A01 B44 B07
#> 984 P484 A02 A01 B08 B27
#> 985 P485 <NA> A03 B44 B27
#> 986 P486 A02 A03 B08 B07
#> 987 P487 A02 A03 B07 B44
#> 988 P488 A01 A01 B44 B08
#> 989 P489 A02 A24 B27 B58
#> 990 P490 A02 A24 B62 B44
#> 991 P491 A02 A01 B58 B27
#> 992 P492 A03 A01 B07 B07
#> 993 P493 A01 A03 B44 Unclassified
#> 994 P494 A01 A02 B07 B58
#> 995 P495 A02 A24 B44 B07
#> 996 P496 A01 A24 B58 B27
#> 997 P497 A02 A24 B27 B07
#> 998 P498 A02 A02 B44 B27
#> 999 P499 A24 A01 B62 B44
#> 1000 P500 A02 A03 B08 B07