readKirCalls.RdreadKirCalls read KIR calls from file.
readKirCalls(file, na.strings = c("", "NA", "uninterpretable"))Path to input file.
a character vector of strings which are to be
interpreted as NA values. Blank fields are also
considered to be missing values in logical, integer, numeric and
complex fields. Note that the test happens after
white space is stripped from the input, so na.strings
values may need their own white space stripped in advance.
Data frame containing KIR gene's counts. First column hold samples IDs, further columns hold KIR genes presence / absence indicators.
Input file has to be a tsv formatted table. First column should be named
"ID" and contain samples IDs, further columns should hold KIR genes presence
/ absence indicators. See
system.file("extdata", "MiDAS_tut_KIR", package = "midasHLA") for an
example.
file <- system.file("extdata", "MiDAS_tut_KIR.txt", package = "midasHLA")
readKirCalls(file)
#> ID KIR3DL3 KIR2DS2 KIR2DL2 KIR2DL3 KIR2DP1 KIR2DL1 KIR3DP1 KIR2DL4
#> 1 C001 1 0 0 1 1 1 1 1
#> 2 C002 1 0 0 1 1 1 1 1
#> 3 C003 1 0 0 1 1 1 1 1
#> 4 C004 1 0 0 1 1 1 1 1
#> 5 C005 1 0 0 1 1 1 1 1
#> 6 C006 1 0 0 1 1 1 1 1
#> 7 C007 1 0 0 1 1 1 1 1
#> 8 C008 1 0 0 1 1 1 1 1
#> 9 C009 1 1 1 0 1 1 1 1
#> 10 C010 1 1 1 1 1 1 1 1
#> 11 C011 NA NA NA NA NA NA NA NA
#> 12 C012 1 1 1 1 1 1 1 1
#> 13 C013 1 1 1 1 1 0 1 1
#> 14 C014 1 1 1 1 1 1 1 1
#> 15 C015 NA NA NA NA NA NA NA NA
#> 16 C016 1 0 0 1 1 1 1 1
#> 17 C017 1 1 1 1 1 1 1 1
#> 18 C018 1 0 0 1 1 1 1 1
#> 19 C019 1 0 0 1 1 1 1 1
#> 20 C020 1 1 1 1 1 1 1 1
#> 21 C021 1 1 1 1 1 1 1 1
#> 22 C022 1 1 1 1 1 1 1 1
#> 23 C023 1 1 1 1 1 1 1 1
#> 24 C024 1 1 1 1 1 1 1 1
#> 25 C025 1 1 1 1 1 1 1 1
#> 26 C026 NA NA NA NA NA NA NA NA
#> 27 C027 1 1 1 0 1 1 1 1
#> 28 C028 1 1 1 0 1 1 1 1
#> 29 C029 1 0 0 1 1 1 1 1
#> 30 C030 1 1 1 1 1 1 1 1
#> 31 C031 1 1 1 1 1 1 1 1
#> 32 C032 1 1 1 1 1 1 1 1
#> 33 C033 1 0 0 1 1 1 1 1
#> 34 C034 1 0 0 1 1 1 1 1
#> 35 C035 1 1 1 1 1 1 1 1
#> 36 C036 1 0 0 1 1 1 1 1
#> 37 C037 1 1 1 1 1 1 1 1
#> 38 C038 1 1 1 1 1 1 1 1
#> 39 C039 1 1 1 1 1 1 1 1
#> 40 C040 1 1 1 1 1 1 1 1
#> 41 C041 1 0 0 1 1 1 1 1
#> 42 C042 1 1 1 1 1 1 1 1
#> 43 C043 1 0 0 1 1 1 1 1
#> 44 C044 1 0 0 1 1 1 1 1
#> 45 C045 1 0 0 1 1 1 1 1
#> 46 C046 1 0 0 1 1 1 1 1
#> 47 C047 1 1 1 1 1 1 1 1
#> 48 C048 1 1 1 0 1 1 1 1
#> 49 C049 1 1 1 1 1 1 1 1
#> 50 C050 1 1 1 1 1 1 1 1
#> 51 C051 1 1 1 1 1 0 1 1
#> 52 C052 1 1 1 1 1 1 1 1
#> 53 C053 1 0 0 1 1 1 1 1
#> 54 C054 1 1 1 1 1 1 1 1
#> 55 C055 1 0 0 1 1 1 1 1
#> 56 C056 1 1 1 1 1 1 1 1
#> 57 C057 1 1 1 1 1 1 1 1
#> 58 C058 1 1 1 1 1 1 1 1
#> 59 C059 1 1 1 1 1 1 1 1
#> 60 C060 1 1 1 1 1 1 1 1
#> 61 C061 1 1 1 1 1 1 1 1
#> 62 C062 1 1 1 0 1 1 1 1
#> 63 C063 1 1 1 0 1 1 1 1
#> 64 C064 1 0 0 1 1 1 1 1
#> 65 C065 1 1 1 1 1 1 1 1
#> 66 C066 1 1 1 1 1 1 1 1
#> 67 C067 1 0 0 1 1 1 1 1
#> 68 C068 1 1 1 1 1 1 1 1
#> 69 C069 1 0 0 1 1 1 1 1
#> 70 C070 1 1 1 1 1 1 1 1
#> 71 C071 1 1 1 1 1 1 1 1
#> 72 C072 1 1 1 0 1 1 1 1
#> 73 C073 1 0 0 1 1 1 1 1
#> 74 C074 1 0 0 1 1 1 1 1
#> 75 C075 1 0 0 1 1 1 1 1
#> 76 C076 1 1 1 1 1 1 1 1
#> 77 C077 1 1 1 1 1 1 1 1
#> 78 C078 NA NA NA NA NA NA NA NA
#> 79 C079 1 0 0 1 1 1 1 1
#> 80 C080 1 0 0 1 1 1 1 1
#> 81 C081 1 0 0 1 1 1 1 1
#> 82 C082 1 0 0 1 1 1 1 1
#> 83 C083 1 0 0 1 1 1 1 1
#> 84 C084 1 0 0 1 1 1 1 1
#> 85 C085 1 0 0 1 1 1 1 1
#> 86 C086 NA NA NA NA NA NA NA NA
#> 87 C087 1 0 0 1 1 1 1 1
#> 88 C088 1 1 1 1 1 1 1 1
#> 89 C089 1 1 1 0 1 1 1 1
#> 90 C090 1 1 1 1 1 1 1 1
#> 91 C091 1 0 0 1 1 1 1 1
#> 92 C092 1 1 1 1 1 1 1 1
#> 93 C093 1 0 0 1 1 1 1 1
#> 94 C094 1 1 1 1 1 1 1 1
#> 95 C095 1 0 0 1 1 1 1 1
#> 96 C096 1 0 0 1 1 1 1 1
#> 97 C097 1 1 1 1 1 1 1 1
#> 98 C098 1 0 0 1 1 1 1 1
#> 99 C099 1 0 0 1 1 1 1 1
#> 100 C100 NA NA NA NA NA NA NA NA
#> 101 C101 1 1 1 0 1 1 1 1
#> 102 C102 1 1 1 1 1 1 1 1
#> 103 C103 1 0 0 1 1 1 1 1
#> 104 C104 1 0 0 1 1 1 1 1
#> 105 C105 1 0 0 1 1 1 1 1
#> 106 C106 1 1 1 1 1 1 1 1
#> 107 C107 1 1 1 0 1 1 1 1
#> 108 C108 1 0 0 1 1 1 1 1
#> 109 C109 1 1 1 1 1 1 1 1
#> 110 C110 1 0 0 1 1 1 1 1
#> 111 C111 1 1 1 1 1 1 1 1
#> 112 C112 1 1 1 1 1 0 1 1
#> 113 C113 1 0 0 1 1 1 1 1
#> 114 C114 1 1 1 1 1 1 1 1
#> 115 C115 1 0 0 1 1 1 1 1
#> 116 C116 1 0 0 1 1 1 1 1
#> 117 C117 1 0 0 1 1 1 1 1
#> 118 C118 1 1 1 1 1 1 1 1
#> 119 C119 1 1 1 0 1 1 1 1
#> 120 C120 1 1 1 1 1 1 1 1
#> 121 C121 1 1 1 1 1 1 1 1
#> 122 C122 1 0 0 1 1 1 1 1
#> 123 C123 1 0 0 1 1 1 1 1
#> 124 C124 1 0 0 1 1 1 1 1
#> 125 C125 1 0 0 1 1 1 1 1
#> 126 C126 1 0 0 1 1 1 1 1
#> 127 C127 1 1 1 0 0 0 1 1
#> 128 C128 1 0 0 1 1 1 1 1
#> 129 C129 1 0 0 1 1 1 1 1
#> 130 C130 1 1 1 1 1 1 1 1
#> 131 C131 1 0 0 1 1 1 1 1
#> 132 C132 1 1 1 1 1 1 1 1
#> 133 C133 1 1 1 1 1 1 1 1
#> 134 C134 1 1 1 0 0 0 1 1
#> 135 C135 NA NA NA NA NA NA NA NA
#> 136 C136 1 0 0 1 1 1 1 1
#> 137 C137 1 0 0 1 1 1 1 1
#> 138 C138 1 0 0 1 1 1 1 1
#> 139 C139 1 1 1 0 1 1 1 1
#> 140 C140 1 1 1 1 1 1 1 1
#> 141 C141 1 0 0 1 1 1 1 1
#> 142 C142 1 0 0 1 1 1 1 1
#> 143 C143 1 0 0 1 1 1 1 1
#> 144 C144 1 1 1 1 1 1 1 1
#> 145 C145 1 1 1 0 1 1 1 1
#> 146 C146 NA NA NA NA NA NA NA NA
#> 147 C147 1 0 0 1 1 1 1 1
#> 148 C148 1 1 1 1 1 1 1 1
#> 149 C149 1 0 0 1 1 1 1 1
#> 150 C150 1 1 0 1 1 1 1 1
#> 151 C151 1 1 1 0 1 1 1 1
#> 152 C152 1 0 0 1 1 1 1 1
#> 153 C153 1 0 0 1 1 1 1 1
#> 154 C154 1 1 1 1 1 1 1 1
#> 155 C155 1 0 0 1 1 1 1 1
#> 156 C156 1 0 0 1 1 1 1 1
#> 157 C157 1 0 0 1 1 1 1 1
#> 158 C158 1 1 1 1 1 1 1 1
#> 159 C159 1 0 0 1 1 1 1 1
#> 160 C160 1 0 0 1 1 1 1 1
#> 161 C161 1 1 1 1 1 1 1 1
#> 162 C162 1 0 0 1 1 1 1 1
#> 163 C163 1 1 1 1 1 1 1 1
#> 164 C164 1 0 0 1 1 1 1 1
#> 165 C165 1 0 0 1 1 1 1 1
#> 166 C166 1 1 1 1 1 1 1 1
#> 167 C167 1 1 1 1 1 1 1 1
#> 168 C168 1 0 0 1 1 1 1 1
#> 169 C169 1 0 0 1 1 1 1 1
#> 170 C170 1 1 1 1 1 1 1 1
#> 171 C171 1 0 0 1 1 1 1 1
#> 172 C172 1 1 1 0 1 1 1 1
#> 173 C173 1 1 1 1 1 1 1 1
#> 174 C174 1 0 0 1 1 1 1 1
#> 175 C175 1 1 1 1 1 1 1 1
#> 176 C176 1 0 0 1 1 1 1 1
#> 177 C177 1 0 0 1 1 1 1 1
#> 178 C178 1 0 0 1 1 1 1 1
#> 179 C179 1 1 1 1 1 1 1 1
#> 180 C180 1 1 1 1 1 1 1 1
#> 181 C181 1 0 0 1 1 1 1 1
#> 182 C182 1 0 0 1 1 1 1 1
#> 183 C183 NA NA NA NA NA NA NA NA
#> 184 C184 1 1 1 1 1 1 1 1
#> 185 C185 1 1 1 1 1 1 1 1
#> 186 C186 1 0 0 1 1 1 1 1
#> 187 C187 1 0 0 1 1 1 1 1
#> 188 C188 1 0 0 1 1 1 1 1
#> 189 C189 1 1 1 1 1 1 1 1
#> 190 C190 1 1 1 1 1 1 1 1
#> 191 C191 1 1 1 1 1 1 1 1
#> 192 C192 1 1 1 1 1 1 1 1
#> 193 C193 1 0 0 1 1 1 1 1
#> 194 C194 NA NA NA NA NA NA NA NA
#> 195 C195 1 0 0 1 1 1 1 1
#> 196 C196 NA NA NA NA NA NA NA NA
#> 197 C197 1 0 0 1 1 1 1 1
#> 198 C198 1 1 1 1 1 1 1 1
#> 199 C199 1 1 1 1 1 1 1 1
#> 200 C200 1 1 1 1 1 1 1 1
#> 201 C201 1 1 1 1 1 1 1 1
#> 202 C202 1 0 0 1 1 1 1 1
#> 203 C203 1 0 0 1 1 1 1 1
#> 204 C204 1 1 1 1 1 1 1 1
#> 205 C205 1 1 1 0 1 1 1 1
#> 206 C206 1 1 1 1 1 1 1 1
#> 207 C207 1 0 0 1 1 1 1 1
#> 208 C208 1 0 0 1 1 1 1 1
#> 209 C209 NA NA NA NA NA NA NA NA
#> 210 C210 1 0 0 1 1 1 1 1
#> 211 C211 1 1 1 1 1 1 1 1
#> 212 C212 1 0 0 1 1 1 1 1
#> 213 C213 1 1 1 1 1 1 1 1
#> 214 C214 1 1 1 1 1 1 1 1
#> 215 C215 1 1 1 1 1 1 1 1
#> 216 C216 1 1 1 1 1 1 1 1
#> 217 C217 1 1 1 1 1 1 1 1
#> 218 C218 1 0 0 1 1 1 1 1
#> 219 C219 1 0 0 1 1 1 1 1
#> 220 C220 1 0 0 1 1 1 1 1
#> 221 C221 1 1 1 1 1 1 1 1
#> 222 C222 1 0 0 1 1 1 1 1
#> 223 C223 1 0 0 1 1 1 1 1
#> 224 C224 1 1 1 1 1 1 1 1
#> 225 C225 1 0 0 1 1 1 1 1
#> 226 C226 1 0 0 1 1 1 1 1
#> 227 C227 1 1 1 1 1 1 1 1
#> 228 C228 1 1 1 1 1 1 1 1
#> 229 C229 1 1 1 1 1 1 1 1
#> 230 C230 1 0 0 1 1 1 1 1
#> 231 C231 1 1 1 1 1 1 1 1
#> 232 C232 1 0 0 1 1 1 1 1
#> 233 C233 1 1 1 1 1 1 1 1
#> 234 C234 1 0 0 1 1 1 1 1
#> 235 C235 1 1 1 1 1 1 1 1
#> 236 C236 1 0 0 1 1 1 1 1
#> 237 C237 1 0 0 1 1 1 1 1
#> 238 C238 1 1 1 1 1 1 1 1
#> 239 C239 1 1 1 1 1 1 1 1
#> 240 C240 1 0 0 1 1 1 1 1
#> 241 C241 1 0 0 1 1 1 1 1
#> 242 C242 1 1 1 0 1 1 1 1
#> 243 C243 1 0 0 1 1 1 1 1
#> 244 C244 1 1 1 1 1 1 1 1
#> 245 C245 1 0 0 1 1 1 1 1
#> 246 C246 1 0 0 1 1 1 1 1
#> 247 C247 1 0 0 1 1 1 1 1
#> 248 C248 NA NA NA NA NA NA NA NA
#> 249 C249 1 0 0 1 1 1 1 1
#> 250 C250 1 0 0 1 1 1 1 1
#> 251 C251 1 0 0 1 1 1 1 1
#> 252 C252 1 0 0 1 1 1 1 1
#> 253 C253 1 1 1 1 1 1 1 1
#> 254 C254 1 0 0 1 1 1 1 1
#> 255 C255 1 1 1 0 1 1 1 1
#> 256 C256 NA NA NA NA NA NA NA NA
#> 257 C257 1 0 0 1 1 1 1 1
#> 258 C258 1 0 0 1 1 1 1 1
#> 259 C259 1 1 1 1 1 1 1 1
#> 260 C260 1 0 0 1 1 1 1 1
#> 261 C261 1 0 0 1 1 1 1 1
#> 262 C262 1 0 0 1 1 1 1 1
#> 263 C263 1 0 0 1 1 1 1 1
#> 264 C264 1 0 0 1 1 1 1 1
#> 265 C265 1 0 0 1 1 1 1 1
#> 266 C266 NA NA NA NA NA NA NA NA
#> 267 C267 1 0 0 1 1 1 1 1
#> 268 C268 NA NA NA NA NA NA NA NA
#> 269 C269 1 0 0 1 1 1 1 1
#> 270 C270 1 0 0 1 1 1 1 1
#> 271 C271 1 0 0 1 1 1 1 1
#> 272 C272 1 1 1 1 1 1 1 1
#> 273 C273 1 1 1 1 1 1 1 1
#> 274 C274 1 1 1 1 1 1 1 1
#> 275 C275 NA NA NA NA NA NA NA NA
#> 276 C276 1 0 0 1 1 1 1 1
#> 277 C277 1 1 1 1 1 1 1 1
#> 278 C278 1 0 0 1 1 1 1 1
#> 279 C279 1 0 0 1 1 1 1 1
#> 280 C280 1 0 0 1 1 1 1 1
#> 281 C281 1 0 0 1 1 1 1 1
#> 282 C282 1 0 0 1 1 1 1 1
#> 283 C283 1 0 0 1 1 1 1 1
#> 284 C284 1 1 1 1 1 1 1 1
#> 285 C285 1 0 0 1 1 1 1 1
#> 286 C286 1 0 0 1 1 1 1 1
#> 287 C287 NA NA NA NA NA NA NA NA
#> 288 C288 NA NA NA NA NA NA NA NA
#> 289 C289 1 1 1 1 1 1 1 1
#> 290 C290 1 1 1 1 1 1 1 1
#> 291 C291 1 1 1 1 1 1 1 1
#> 292 C292 1 0 0 1 1 1 1 1
#> 293 C293 1 1 1 0 1 1 1 1
#> 294 C294 1 1 1 0 0 0 1 1
#> 295 C295 1 0 0 1 1 1 1 1
#> 296 C296 1 1 1 0 1 1 1 1
#> 297 C297 1 0 0 1 1 1 1 1
#> 298 C298 1 1 1 1 1 0 1 1
#> 299 C299 1 0 0 1 1 1 1 1
#> 300 C300 1 0 0 1 1 1 1 1
#> 301 C301 1 0 0 1 1 1 1 1
#> 302 C302 1 1 1 1 1 1 1 1
#> 303 C303 1 1 1 0 1 1 1 1
#> 304 C304 1 0 0 1 1 1 1 1
#> 305 C305 1 0 0 1 1 1 1 1
#> 306 C306 1 0 0 1 1 1 1 1
#> 307 C307 1 1 1 1 1 1 1 1
#> 308 C308 1 1 1 0 1 1 1 1
#> 309 C309 1 1 1 1 1 1 1 1
#> 310 C310 1 0 0 1 1 1 1 1
#> 311 C311 1 0 0 1 1 1 1 1
#> 312 C312 1 0 0 1 1 1 1 1
#> 313 C313 1 0 0 1 1 1 1 1
#> 314 C314 1 1 1 1 1 1 1 1
#> 315 C315 1 1 1 1 1 1 1 1
#> 316 C316 1 0 0 1 1 1 1 1
#> 317 C317 1 0 0 1 1 1 1 1
#> 318 C318 1 1 1 1 1 1 1 1
#> 319 C319 1 0 0 1 1 1 1 1
#> 320 C320 1 1 1 1 1 1 1 1
#> 321 C321 1 1 1 1 1 1 1 1
#> 322 C322 1 0 0 1 1 1 1 1
#> 323 C323 1 0 0 1 1 1 1 1
#> 324 C324 1 0 0 1 1 1 1 1
#> 325 C325 1 0 0 1 1 1 1 1
#> 326 C326 1 0 0 1 1 1 1 1
#> 327 C327 1 0 0 1 1 1 1 1
#> 328 C328 1 0 0 1 1 1 1 1
#> 329 C329 1 1 1 1 1 1 1 1
#> 330 C330 1 0 0 1 1 1 1 1
#> 331 C331 1 1 1 0 1 1 1 1
#> 332 C332 1 0 0 1 1 1 1 1
#> 333 C333 1 0 0 1 1 1 1 1
#> 334 C334 1 0 0 1 1 1 1 1
#> 335 C335 1 0 0 1 1 1 1 1
#> 336 C336 1 0 0 1 1 1 1 1
#> 337 C337 1 0 0 1 1 1 1 1
#> 338 C338 1 0 0 1 1 1 1 1
#> 339 C339 1 1 1 1 1 1 1 1
#> 340 C340 1 0 0 1 1 1 1 1
#> 341 C341 1 0 0 1 1 1 1 1
#> 342 C342 1 1 1 1 1 1 1 1
#> 343 C343 1 0 0 1 1 1 1 1
#> 344 C344 1 1 1 1 1 1 1 1
#> 345 C345 NA NA NA NA NA NA NA NA
#> 346 C346 NA NA NA NA NA NA NA NA
#> 347 C347 1 1 1 1 1 1 1 1
#> 348 C348 1 0 0 1 1 1 1 1
#> 349 C349 1 1 1 1 1 1 1 1
#> 350 C350 1 0 0 1 1 1 1 1
#> 351 C351 1 0 0 1 1 1 1 1
#> 352 C352 1 0 0 1 1 1 1 1
#> 353 C353 1 1 1 1 1 1 1 1
#> 354 C354 1 1 1 1 1 1 1 1
#> 355 C355 1 0 0 1 1 1 1 1
#> 356 C356 1 0 0 1 1 1 1 1
#> 357 C357 1 1 1 1 1 1 1 1
#> 358 C358 1 0 0 1 1 1 1 1
#> 359 C359 NA NA NA NA NA NA NA NA
#> 360 C360 1 1 1 1 1 1 1 1
#> 361 C361 1 1 1 1 1 1 1 1
#> 362 C362 1 1 1 1 1 1 1 1
#> 363 C363 NA NA NA NA NA NA NA NA
#> 364 C364 NA NA NA NA NA NA NA NA
#> 365 C365 1 0 0 1 1 1 1 1
#> 366 C366 1 0 0 1 1 1 1 1
#> 367 C367 1 0 0 1 1 1 1 1
#> 368 C368 1 1 1 1 1 1 1 1
#> 369 C369 1 0 0 1 1 1 1 1
#> 370 C370 1 1 1 1 1 1 1 1
#> 371 C371 1 1 1 1 1 1 1 1
#> 372 C372 1 1 1 1 1 1 1 1
#> 373 C373 1 1 1 0 1 1 1 1
#> 374 C374 1 1 1 1 1 1 1 1
#> 375 C375 1 0 0 1 1 1 1 1
#> 376 C376 1 1 1 1 1 1 1 1
#> 377 C377 1 1 1 1 1 1 1 1
#> 378 C378 1 1 1 1 1 1 1 1
#> 379 C379 1 0 0 1 1 1 1 1
#> 380 C380 1 0 0 1 1 1 1 1
#> 381 C381 1 1 1 1 1 1 1 1
#> 382 C382 1 0 0 1 1 1 1 1
#> 383 C383 1 1 1 1 1 1 1 1
#> 384 C384 1 1 1 0 1 1 1 1
#> 385 C385 1 1 1 1 1 1 1 1
#> 386 C386 1 0 0 1 1 1 1 1
#> 387 C387 NA NA NA NA NA NA NA NA
#> 388 C388 NA NA NA NA NA NA NA NA
#> 389 C389 1 0 0 1 1 1 1 1
#> 390 C390 1 0 0 1 1 1 1 1
#> 391 C391 NA NA NA NA NA NA NA NA
#> 392 C392 1 1 1 1 1 1 1 1
#> 393 C393 1 1 1 1 1 1 1 1
#> 394 C394 1 1 1 1 1 1 1 1
#> 395 C395 1 0 0 1 1 1 1 1
#> 396 C396 1 1 1 0 1 1 1 1
#> 397 C397 1 1 1 1 1 1 1 1
#> 398 C398 1 0 0 1 1 1 1 1
#> 399 C399 1 1 1 1 1 1 1 1
#> 400 C400 1 1 1 1 1 1 1 1
#> 401 C401 1 0 0 1 1 1 1 1
#> 402 C402 1 1 1 1 1 1 1 1
#> 403 C403 1 1 1 1 1 1 1 1
#> 404 C404 1 1 1 1 1 1 1 1
#> 405 C405 1 0 0 1 1 1 1 1
#> 406 C406 1 1 1 1 1 1 1 1
#> 407 C407 1 0 0 1 1 1 1 1
#> 408 C408 1 0 0 1 1 1 1 1
#> 409 C409 1 0 0 1 1 1 1 1
#> 410 C410 1 0 0 1 1 1 1 1
#> 411 C411 1 1 1 1 1 1 1 1
#> 412 C412 NA NA NA NA NA NA NA NA
#> 413 C413 1 1 1 1 1 1 1 1
#> 414 C414 1 0 0 1 1 1 1 1
#> 415 C415 1 0 0 1 1 1 1 1
#> 416 C416 1 0 0 1 1 1 1 1
#> 417 C417 1 1 1 0 1 1 1 1
#> 418 C418 1 0 0 1 1 1 1 1
#> 419 C419 1 1 1 1 1 1 1 1
#> 420 C420 1 0 0 1 1 1 1 1
#> 421 C421 1 1 1 1 1 1 1 1
#> 422 C422 1 0 0 1 1 1 1 1
#> 423 C423 1 1 1 1 1 1 1 1
#> 424 C424 1 0 0 1 1 1 1 1
#> 425 C425 1 1 1 0 1 1 1 1
#> 426 C426 1 1 1 1 1 1 1 1
#> 427 C427 1 1 1 1 1 1 1 1
#> 428 C428 1 1 1 1 1 1 1 1
#> 429 C429 1 0 0 1 1 1 1 1
#> 430 C430 1 0 0 1 1 1 1 1
#> 431 C431 1 0 0 1 1 1 1 1
#> 432 C432 1 0 0 1 1 1 1 1
#> 433 C433 1 1 1 1 1 1 1 1
#> 434 C434 1 1 1 0 1 1 1 1
#> 435 C435 1 0 0 1 1 1 1 1
#> 436 C436 NA NA NA NA NA NA NA NA
#> 437 C437 NA NA NA NA NA NA NA NA
#> 438 C438 1 1 0 1 1 1 1 1
#> 439 C439 1 1 1 1 1 1 1 1
#> 440 C440 1 0 0 1 1 1 1 1
#> 441 C441 1 1 1 1 1 1 1 1
#> 442 C442 1 1 1 1 1 1 1 1
#> 443 C443 1 1 1 1 1 1 1 1
#> 444 C444 1 0 0 1 1 1 1 1
#> 445 C445 1 1 1 1 1 1 1 1
#> 446 C446 1 0 0 1 1 1 1 1
#> 447 C447 1 0 0 1 1 1 1 1
#> 448 C448 1 0 0 1 1 1 1 1
#> 449 C449 1 1 1 1 1 1 1 1
#> 450 C450 1 0 0 1 1 1 1 1
#> 451 C451 1 0 0 1 1 1 1 1
#> 452 C452 1 0 0 1 1 1 1 1
#> 453 C453 1 0 0 1 1 1 1 1
#> 454 C454 1 1 1 1 1 1 1 1
#> 455 C455 1 0 0 1 1 1 1 1
#> 456 C456 1 0 0 1 1 1 1 1
#> 457 C457 1 1 1 0 1 1 1 1
#> 458 C458 1 0 0 1 1 1 1 1
#> 459 C459 1 0 0 1 1 1 1 1
#> 460 C460 1 1 1 1 1 1 1 1
#> 461 C461 NA NA NA NA NA NA NA NA
#> 462 C462 1 0 0 1 1 1 1 1
#> 463 C463 1 1 1 0 1 1 1 1
#> 464 C464 1 0 0 1 1 1 1 1
#> 465 C465 1 0 0 1 1 1 1 1
#> 466 C466 1 0 0 1 1 1 1 1
#> 467 C467 1 0 0 1 1 1 1 1
#> 468 C468 1 0 0 1 1 1 1 1
#> 469 C469 1 1 1 1 1 1 1 1
#> 470 C470 1 0 0 1 1 1 1 1
#> 471 C471 1 1 1 1 1 1 1 1
#> 472 C472 1 0 0 1 1 1 1 1
#> 473 C473 1 1 1 1 1 1 1 1
#> 474 C474 1 1 1 1 1 1 1 1
#> 475 C475 1 0 0 1 1 1 1 1
#> 476 C476 1 0 0 1 1 1 1 1
#> 477 C477 1 0 0 1 1 1 1 1
#> 478 C478 1 0 0 1 1 1 1 1
#> 479 C479 1 0 0 1 1 1 1 1
#> 480 C480 1 1 1 1 1 1 1 1
#> 481 C481 1 0 0 1 1 1 1 1
#> 482 C482 1 1 1 1 1 1 1 1
#> 483 C483 1 0 0 1 1 1 1 1
#> 484 C484 1 1 1 1 1 1 1 1
#> 485 C485 1 0 0 1 1 1 1 1
#> 486 C486 1 0 0 1 1 1 1 1
#> 487 C487 1 0 0 1 1 1 1 1
#> 488 C488 1 0 0 1 1 1 1 1
#> 489 C489 1 0 0 1 1 1 1 1
#> 490 C490 1 0 0 1 1 1 1 1
#> 491 C491 NA NA NA NA NA NA NA NA
#> 492 C492 1 1 1 1 1 1 1 1
#> 493 C493 1 0 0 1 1 1 1 1
#> 494 C494 1 1 1 1 1 1 1 1
#> 495 C495 1 0 0 1 1 1 1 1
#> 496 C496 1 1 1 1 1 1 1 1
#> 497 C497 1 0 0 1 1 1 1 1
#> 498 C498 1 0 0 1 1 1 1 1
#> 499 C499 1 0 0 1 1 1 1 1
#> 500 C500 NA NA NA NA NA NA NA NA
#> 501 P001 1 1 1 1 1 1 1 1
#> 502 P002 1 1 1 1 1 1 1 1
#> 503 P003 1 0 0 1 1 1 1 1
#> 504 P004 1 0 0 1 1 1 1 1
#> 505 P005 1 1 1 1 1 1 1 1
#> 506 P006 1 1 1 0 0 0 1 1
#> 507 P007 1 0 0 1 1 1 1 1
#> 508 P008 1 1 1 1 1 1 1 1
#> 509 P009 1 1 1 1 1 1 1 1
#> 510 P010 1 1 1 1 1 1 1 1
#> 511 P011 1 1 1 1 1 1 1 1
#> 512 P012 NA NA NA NA NA NA NA NA
#> 513 P013 1 0 0 1 1 1 1 1
#> 514 P014 1 0 0 1 1 1 1 1
#> 515 P015 1 0 0 1 1 1 1 1
#> 516 P016 1 0 0 1 1 1 1 1
#> 517 P017 1 0 0 1 1 1 1 1
#> 518 P018 NA NA NA NA NA NA NA NA
#> 519 P019 1 0 0 1 1 1 1 1
#> 520 P020 1 1 1 1 1 1 1 1
#> 521 P021 1 0 0 1 1 1 1 1
#> 522 P022 1 0 0 1 1 1 1 1
#> 523 P023 1 1 1 1 1 1 1 1
#> 524 P024 1 0 0 1 1 1 1 1
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