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Paul Bernal

2019-May-24 13:10 UTC

[R] Subsetting Data from a Dataframe

Dear friends,

Hope you are all doing well. I would like to know how to retrieve a
complete dataframe (all the columns), except for the cases when one of the
columns have either nulls or NAs.

In this case, I?d like to retrieve all the columns but only the cases
(rows) where Var5 has values different than 0, null or NAs.

I am attaching the dput() of my dataset as a reference:
> dput(datos)structure(list(VarDate = structure(c(355L, 321L, 86L, 155L, 121L,
255L, 20L, 288L, 221L, 188L, 53L, 389L, 356L, 322L, 87L, 156L,
122L, 256L, 21L, 289L, 222L, 189L, 54L, 390L, 357L, 323L, 88L,
157L, 123L, 257L, 22L, 290L, 223L, 190L, 55L, 391L, 358L, 324L,
89L, 158L, 124L, 258L, 23L, 291L, 224L, 191L, 56L, 392L, 359L,
325L, 90L, 159L, 125L, 259L, 24L, 292L, 225L, 192L, 57L, 393L,
360L, 326L, 91L, 160L, 126L, 260L, 25L, 293L, 226L, 193L, 58L,
394L, 361L, 327L, 92L, 161L, 127L, 261L, 26L, 294L, 227L, 194L,
59L, 395L, 362L, 328L, 93L, 162L, 128L, 262L, 27L, 295L, 228L,
195L, 60L, 396L, 363L, 329L, 94L, 163L, 129L, 263L, 28L, 296L,
229L, 196L, 61L, 397L, 364L, 330L, 95L, 164L, 130L, 264L, 29L,
297L, 230L, 197L, 62L, 398L, 365L, 331L, 96L, 165L, 131L, 265L,
30L, 298L, 231L, 198L, 63L, 399L, 366L, 332L, 97L, 166L, 132L,
266L, 31L, 299L, 232L, 199L, 64L, 400L, 367L, 333L, 98L, 167L,
133L, 267L, 32L, 300L, 233L, 200L, 65L, 401L, 368L, 334L, 99L,
168L, 134L, 268L, 33L, 301L, 234L, 201L, 66L, 402L, 369L, 335L,
100L, 135L, 101L, 235L, 1L, 269L, 202L, 169L, 34L, 370L, 336L,
302L, 67L, 136L, 102L, 236L, 2L, 270L, 203L, 170L, 35L, 371L,
337L, 303L, 68L, 137L, 103L, 237L, 3L, 271L, 204L, 171L, 36L,
372L, 338L, 304L, 69L, 138L, 104L, 238L, 4L, 272L, 205L, 172L,
37L, 373L, 339L, 305L, 70L, 139L, 105L, 239L, 5L, 273L, 206L,
173L, 38L, 374L, 340L, 306L, 71L, 140L, 106L, 240L, 6L, 274L,
207L, 174L, 39L, 375L, 341L, 307L, 72L, 141L, 107L, 241L, 7L,
275L, 208L, 175L, 40L, 376L, 342L, 308L, 73L, 142L, 108L, 242L,
8L, 276L, 209L, 176L, 41L, 377L, 343L, 309L, 74L, 143L, 109L,
243L, 9L, 277L, 210L, 177L, 42L, 378L, 344L, 310L, 75L, 144L,
110L, 244L, 10L, 278L, 211L, 178L, 43L, 379L, 345L, 311L, 76L,
145L, 111L, 245L, 11L, 279L, 212L, 179L, 44L, 380L, 346L, 312L,
77L, 146L, 112L, 246L, 12L, 280L, 213L, 180L, 45L, 381L, 347L,
313L, 78L, 147L, 113L, 247L, 13L, 281L, 214L, 181L, 46L, 382L,
348L, 314L, 79L, 148L, 114L, 248L, 14L, 282L, 215L, 182L, 47L,
383L, 349L, 315L, 80L, 149L, 115L, 249L, 15L, 283L, 216L, 183L,
48L, 384L, 350L, 316L, 81L, 150L, 116L, 250L, 16L, 284L, 217L,
184L, 49L, 385L, 351L, 317L, 82L, 151L, 117L, 251L, 17L, 285L,
218L, 185L, 50L, 386L, 352L, 318L, 83L, 152L, 118L, 252L, 18L,
286L, 219L, 186L, 51L, 387L, 353L, 319L, 84L, 153L, 119L, 253L,
19L, 287L, 220L, 187L, 52L, 388L, 354L, 320L, 85L, 154L, 120L,
254L), .Label = c("1-Apr-00", "1-Apr-01",
"1-Apr-02", "1-Apr-03",
"1-Apr-04", "1-Apr-05", "1-Apr-06",
"1-Apr-07", "1-Apr-08", "1-Apr-09",
"1-Apr-10", "1-Apr-11", "1-Apr-12",
"1-Apr-13", "1-Apr-14", "1-Apr-15",
"1-Apr-16", "1-Apr-17", "1-Apr-18",
"1-Apr-86", "1-Apr-87", "1-Apr-88",
"1-Apr-89", "1-Apr-90", "1-Apr-91",
"1-Apr-92", "1-Apr-93", "1-Apr-94",
"1-Apr-95", "1-Apr-96", "1-Apr-97",
"1-Apr-98", "1-Apr-99", "1-Aug-00",
"1-Aug-01", "1-Aug-02", "1-Aug-03",
"1-Aug-04", "1-Aug-05", "1-Aug-06",
"1-Aug-07", "1-Aug-08", "1-Aug-09",
"1-Aug-10", "1-Aug-11", "1-Aug-12",
"1-Aug-13", "1-Aug-14", "1-Aug-15",
"1-Aug-16", "1-Aug-17", "1-Aug-18",
"1-Aug-86", "1-Aug-87", "1-Aug-88",
"1-Aug-89", "1-Aug-90", "1-Aug-91",
"1-Aug-92", "1-Aug-93", "1-Aug-94",
"1-Aug-95", "1-Aug-96", "1-Aug-97",
"1-Aug-98", "1-Aug-99", "1-Dec-00",
"1-Dec-01", "1-Dec-02", "1-Dec-03",
"1-Dec-04", "1-Dec-05", "1-Dec-06",
"1-Dec-07", "1-Dec-08", "1-Dec-09",
"1-Dec-10", "1-Dec-11", "1-Dec-12",
"1-Dec-13", "1-Dec-14", "1-Dec-15",
"1-Dec-16", "1-Dec-17", "1-Dec-18",
"1-Dec-85", "1-Dec-86", "1-Dec-87",
"1-Dec-88", "1-Dec-89", "1-Dec-90",
"1-Dec-91", "1-Dec-92", "1-Dec-93",
"1-Dec-94", "1-Dec-95", "1-Dec-96",
"1-Dec-97", "1-Dec-98", "1-Dec-99",
"1-Feb-00", "1-Feb-01", "1-Feb-02",
"1-Feb-03", "1-Feb-04", "1-Feb-05",
"1-Feb-06", "1-Feb-07", "1-Feb-08",
"1-Feb-09", "1-Feb-10", "1-Feb-11",
"1-Feb-12", "1-Feb-13", "1-Feb-14",
"1-Feb-15", "1-Feb-16", "1-Feb-17",
"1-Feb-18", "1-Feb-19", "1-Feb-86",
"1-Feb-87", "1-Feb-88", "1-Feb-89",
"1-Feb-90", "1-Feb-91", "1-Feb-92",
"1-Feb-93", "1-Feb-94", "1-Feb-95",
"1-Feb-96", "1-Feb-97", "1-Feb-98",
"1-Feb-99", "1-Jan-00", "1-Jan-01",
"1-Jan-02", "1-Jan-03", "1-Jan-04",
"1-Jan-05", "1-Jan-06", "1-Jan-07",
"1-Jan-08", "1-Jan-09", "1-Jan-10",
"1-Jan-11", "1-Jan-12", "1-Jan-13",
"1-Jan-14", "1-Jan-15", "1-Jan-16",
"1-Jan-17", "1-Jan-18", "1-Jan-19",
"1-Jan-86", "1-Jan-87", "1-Jan-88",
"1-Jan-89", "1-Jan-90", "1-Jan-91",
"1-Jan-92", "1-Jan-93", "1-Jan-94",
"1-Jan-95", "1-Jan-96", "1-Jan-97",
"1-Jan-98", "1-Jan-99", "1-Jul-00",
"1-Jul-01", "1-Jul-02", "1-Jul-03",
"1-Jul-04", "1-Jul-05", "1-Jul-06",
"1-Jul-07", "1-Jul-08", "1-Jul-09",
"1-Jul-10", "1-Jul-11", "1-Jul-12",
"1-Jul-13", "1-Jul-14", "1-Jul-15",
"1-Jul-16", "1-Jul-17", "1-Jul-18",
"1-Jul-86", "1-Jul-87", "1-Jul-88",
"1-Jul-89", "1-Jul-90", "1-Jul-91",
"1-Jul-92", "1-Jul-93", "1-Jul-94",
"1-Jul-95", "1-Jul-96", "1-Jul-97",
"1-Jul-98", "1-Jul-99", "1-Jun-00",
"1-Jun-01", "1-Jun-02", "1-Jun-03",
"1-Jun-04", "1-Jun-05", "1-Jun-06",
"1-Jun-07", "1-Jun-08", "1-Jun-09",
"1-Jun-10", "1-Jun-11", "1-Jun-12",
"1-Jun-13", "1-Jun-14", "1-Jun-15",
"1-Jun-16", "1-Jun-17", "1-Jun-18",
"1-Jun-86", "1-Jun-87", "1-Jun-88",
"1-Jun-89", "1-Jun-90", "1-Jun-91",
"1-Jun-92", "1-Jun-93", "1-Jun-94",
"1-Jun-95", "1-Jun-96", "1-Jun-97",
"1-Jun-98", "1-Jun-99", "1-Mar-00",
"1-Mar-01", "1-Mar-02", "1-Mar-03",
"1-Mar-04", "1-Mar-05", "1-Mar-06",
"1-Mar-07", "1-Mar-08", "1-Mar-09",
"1-Mar-10", "1-Mar-11", "1-Mar-12",
"1-Mar-13", "1-Mar-14", "1-Mar-15",
"1-Mar-16", "1-Mar-17", "1-Mar-18",
"1-Mar-19", "1-Mar-86", "1-Mar-87",
"1-Mar-88", "1-Mar-89", "1-Mar-90",
"1-Mar-91", "1-Mar-92", "1-Mar-93",
"1-Mar-94", "1-Mar-95", "1-Mar-96",
"1-Mar-97", "1-Mar-98", "1-Mar-99",
"1-May-00", "1-May-01", "1-May-02",
"1-May-03", "1-May-04", "1-May-05",
"1-May-06", "1-May-07", "1-May-08",
"1-May-09", "1-May-10", "1-May-11",
"1-May-12", "1-May-13", "1-May-14",
"1-May-15", "1-May-16", "1-May-17",
"1-May-18", "1-May-86", "1-May-87",
"1-May-88", "1-May-89", "1-May-90",
"1-May-91", "1-May-92", "1-May-93",
"1-May-94", "1-May-95", "1-May-96",
"1-May-97", "1-May-98", "1-May-99",
"1-Nov-00", "1-Nov-01", "1-Nov-02",
"1-Nov-03", "1-Nov-04", "1-Nov-05",
"1-Nov-06", "1-Nov-07", "1-Nov-08",
"1-Nov-09", "1-Nov-10", "1-Nov-11",
"1-Nov-12", "1-Nov-13", "1-Nov-14",
"1-Nov-15", "1-Nov-16", "1-Nov-17",
"1-Nov-18", "1-Nov-85", "1-Nov-86",
"1-Nov-87", "1-Nov-88", "1-Nov-89",
"1-Nov-90", "1-Nov-91", "1-Nov-92",
"1-Nov-93", "1-Nov-94", "1-Nov-95",
"1-Nov-96", "1-Nov-97", "1-Nov-98",
"1-Nov-99", "1-Oct-00", "1-Oct-01",
"1-Oct-02", "1-Oct-03", "1-Oct-04",
"1-Oct-05", "1-Oct-06", "1-Oct-07",
"1-Oct-08", "1-Oct-09", "1-Oct-10",
"1-Oct-11", "1-Oct-12", "1-Oct-13",
"1-Oct-14", "1-Oct-15", "1-Oct-16",
"1-Oct-17", "1-Oct-18", "1-Oct-85",
"1-Oct-86", "1-Oct-87", "1-Oct-88",
"1-Oct-89", "1-Oct-90", "1-Oct-91",
"1-Oct-92", "1-Oct-93", "1-Oct-94",
"1-Oct-95", "1-Oct-96", "1-Oct-97",
"1-Oct-98", "1-Oct-99", "1-Sep-00",
"1-Sep-01", "1-Sep-02", "1-Sep-03",
"1-Sep-04", "1-Sep-05", "1-Sep-06",
"1-Sep-07", "1-Sep-08", "1-Sep-09",
"1-Sep-10", "1-Sep-11", "1-Sep-12",
"1-Sep-13", "1-Sep-14", "1-Sep-15",
"1-Sep-16", "1-Sep-17", "1-Sep-18",
"1-Sep-86", "1-Sep-87", "1-Sep-88",
"1-Sep-89", "1-Sep-90", "1-Sep-91",
"1-Sep-92", "1-Sep-93", "1-Sep-94",
"1-Sep-95", "1-Sep-96", "1-Sep-97",
"1-Sep-98", "1-Sep-99"), class = "factor"), Var1 =
c(150L, 140L,
148L, 157L, 105L, 132L, 123L, 139L, 128L, 174L, 152L, 137L, 143L,
159L, 126L, 142L, 122L, 165L, 122L, 136L, 146L, 128L, 139L, 124L,
128L, 128L, 133L, 143L, 126L, 135L, 137L, 151L, 125L, 123L, 135L,
132L, 128L, 139L, 121L, 134L, 103L, 124L, 124L, 135L, 121L, 118L,
134L, 116L, 123L, 106L, 93L, 145L, 105L, 134L, 122L, 124L, 133L,
128L, 134L, 134L, 116L, 111L, 124L, 104L, 127L, 127L, 121L, 110L,
120L, 128L, 133L, 112L, 122L, 117L, 121L, 114L, 114L, 133L, 127L,
133L, 120L, 148L, 132L, 133L, 152L, 138L, 128L, 127L, 107L, 134L,
130L, 136L, 125L, 140L, 127L, 113L, 118L, 106L, 106L, 97L, 108L,
116L, 111L, 131L, 114L, 139L, 133L, 121L, 146L, 143L, 139L, 131L,
117L, 137L, 143L, 138L, 109L, 145L, 127L, 122L, 129L, 124L, 120L,
96L, 115L, 114L, 121L, 126L, 119L, 125L, 124L, 119L, 133L, 103L,
106L, 120L, 107L, 113L, 115L, 131L, 108L, 121L, 99L, 102L, 113L,
108L, 105L, 118L, 98L, 100L, 101L, 119L, 91L, 112L, 91L, 105L,
115L, 93L, 106L, 87L, 69L, 89L, 91L, 89L, 82L, 85L, 89L, 75L,
88L, 72L, 72L, 70L, 57L, 90L, 95L, 102L, 109L, 84L, 88L, 70L,
103L, 94L, 100L, 91L, 68L, 90L, 81L, 117L, 102L, 86L, 78L, 95L,
79L, 82L, 82L, 87L, 79L, 87L, 83L, 78L, 74L, 78L, 81L, 74L, 77L,
69L, 78L, 73L, 62L, 56L, 63L, 70L, 60L, 64L, 67L, 60L, 81L, 57L,
64L, 67L, 67L, 69L, 90L, 70L, 62L, 79L, 69L, 66L, 66L, 64L, 58L,
64L, 50L, 72L, 59L, 77L, 78L, 64L, 78L, 50L, 60L, 58L, 59L, 60L,
44L, 54L, 51L, 52L, 59L, 59L, 63L, 65L, 62L, 66L, 57L, 48L, 59L,
53L, 46L, 53L, 58L, 57L, 66L, 46L, 48L, 41L, 57L, 55L, 50L, 49L,
60L, 66L, 60L, 66L, 57L, 57L, 64L, 61L, 58L, 66L, 53L, 56L, 66L,
55L, 56L, 83L, 71L, 72L, 54L, 51L, 52L, 60L, 49L, 64L, 72L, 67L,
59L, 66L, 56L, 63L, 73L, 56L, 57L, 53L, 54L, 56L, 56L, 80L, 70L,
73L, 53L, 71L, 68L, 47L, 59L, 79L, 49L, 67L, 70L, 64L, 66L, 69L,
52L, 66L, 57L, 52L, 57L, 59L, 49L, 70L, 54L, 60L, 63L, 72L, 69L,
62L, 52L, 49L, 64L, 49L, 48L, 65L, 63L, 52L, 54L, 70L, 48L, 45L,
48L, 47L, 42L, 50L, 38L, 57L, 51L, 38L, 42L, 50L, 54L, 56L, 59L,
40L, 50L, 43L, 35L, 43L, 39L, 31L, 32L, 39L, 40L, 33L, 35L, 41L,
38L, 39L, 28L, 39L, 32L, 39L, 35L, 31L, 32L, 38L, 30L, 21L, 33L,
37L, 28L, 34L, 30L, 37L, 34L, 38L, 34L, 34L, 38L, 33L, 33L, 27L,
18L, 33L), Var2 = c(821273L, 625955L, 809990L, 729112L, 532151L,
725098L, 619868L, 704282L, 580952L, 975656L, 783082L, 678787L,
685767L, 784148L, 628750L, 696202L, 695546L, 907842L, 554405L,
770651L, 746794L, 738427L, 756031L, 677908L, 707298L, 617374L,
760057L, 842253L, 680889L, 731068L, 833567L, 882259L, 695913L,
741626L, 773759L, 746727L, 696405L, 714477L, 688004L, 767584L,
674190L, 730536L, 733525L, 857631L, 750634L, 678859L, 792624L,
594360L, 638948L, 695963L, 553269L, 975142L, 692757L, 902180L,
806432L, 881918L, 847507L, 820608L, 704557L, 790379L, 700958L,
702484L, 781250L, 611012L, 761236L, 815931L, 759334L, 647436L,
738675L, 755135L, 762259L, 686818L, 736825L, 779627L, 728106L,
626037L, 609227L, 710760L, 769409L, 829428L, 693645L, 860311L,
673870L, 633099L, 735438L, 618685L, 697920L, 695360L, 555367L,
655665L, 723109L, 772520L, 686184L, 791464L, 745570L, 659855L,
505423L, 628448L, 452854L, 537319L, 583909L, 638940L, 649767L,
699971L, 688656L, 794720L, 711849L, 610735L, 750121L, 856431L,
760421L, 766238L, 748331L, 751135L, 949228L, 925412L, 701986L,
836017L, 796566L, 683700L, 795191L, 708331L, 634132L, 496022L,
676314L, 668954L, 712050L, 739238L, 674401L, 668638L, 693023L,
702984L, 706872L, 595021L, 588132L, 549140L, 629381L, 623842L,
605154L, 762123L, 635163L, 596381L, 478583L, 527694L, 582280L,
576937L, 609620L, 514848L, 531708L, 559237L, 597501L, 542658L,
449916L, 541199L, 422740L, 520411L, 550272L, 470397L, 471954L,
400365L, 306711L, 445820L, 520121L, 492774L, 424645L, 384204L,
480749L, 320850L, 625051L, 459398L, 376164L, 400453L, 322230L,
503949L, 509943L, 578626L, 611236L, 459764L, 488844L, 421423L,
549084L, 505593L, 531538L, 535442L, 400745L, 524029L, 485794L,
629792L, 572611L, 542791L, 457679L, 599733L, 503070L, 529176L,
448977L, 543827L, 420837L, 534159L, 452072L, 380600L, 422340L,
456238L, 448117L, 349250L, 463418L, 451798L, 422773L, 469039L,
401945L, 371124L, 426345L, 512084L, 376136L, 338565L, 398287L,
348028L, 540228L, 370901L, 382410L, 380287L, 518778L, 434662L,
633628L, 383930L, 409503L, 449935L, 314311L, 309324L, 311242L,
390780L, 252049L, 348992L, 286589L, 413858L, 318478L, 434770L,
358908L, 337788L, 349755L, 244330L, 293098L, 378302L, 350259L,
267338L, 245683L, 337204L, 257568L, 306317L, 314226L, 349265L,
387763L, 383584L, 318554L, 402885L, 299765L, 295652L, 285204L,
350783L, 262768L, 347901L, 402663L, 289501L, 391287L, 295352L,
238815L, 330207L, 370494L, 262839L, 265180L, 323103L, 369609L,
327294L, 407061L, 352180L, 398966L, 272813L, 289250L, 249749L,
269799L, 253926L, 212019L, 299012L, 232329L, 232591L, 226118L,
359578L, 350889L, 333566L, 289996L, 314330L, 355278L, 343200L,
263987L, 360194L, 375162L, 449485L, 310118L, 385856L, 255153L,
289999L, 387187L, 293586L, 362148L, 268204L, 293395L, 312468L,
292847L, 343747L, 311347L, 387747L, 249736L, 338624L, 334526L,
228124L, 299618L, 367627L, 197001L, 273961L, 339628L, 305371L,
321103L, 307636L, 180838L, 300252L, 238870L, 296085L, 299428L,
292380L, 220003L, 333949L, 248405L, 264780L, 300803L, 336372L,
338379L, 257623L, 222979L, 226364L, 349364L, 260642L, 227835L,
237010L, 306306L, 253793L, 169667L, 333917L, 203583L, 204326L,
245043L, 200200L, 206647L, 266962L, 171125L, 227414L, 209053L,
132254L, 126972L, 159604L, 217526L, 186575L, 274024L, 155100L,
182481L, 198915L, 185028L, 165374L, 167406L, 114972L, 153905L,
131214L, 186645L, 133336L, 195207L, 168546L, 175644L, 210364L,
150943L, 142076L, 128045L, 147020L, 157380L, 110542L, 143323L,
169639L, 136196L, 94668L, 215810L, 170180L, 162091L, 139682L,
175133L, 153901L, 158420L, 127673L, 177445L, 156123L, 179980L,
142630L, 160726L, 181325L, 92592L, 191459L), Var3 = c(1023833L,
924771L, 1021634L, 1043681L, 752874L, 947427L, 859879L, 999681L,
835358L, 1252862L, 1047489L, 974229L, 1029854L, 1115937L, 868082L,
972236L, 850169L, 1143772L, 805427L, 965832L, 970293L, 884963L,
996303L, 891808L, 900303L, 835772L, 972515L, 1003546L, 852313L,
987354L, 1028777L, 1117341L, 893702L, 879153L, 1029602L, 982566L,
886107L, 997185L, 875060L, 964200L, 810422L, 862861L, 915637L,
1011660L, 870443L, 864038L, 1004598L, 792715L, 869050L, 792638L,
689028L, 1077470L, 831436L, 988032L, 923528L, 918479L, 1018139L,
990291L, 980459L, 1048576L, 863124L, 854886L, 909880L, 798497L,
938327L, 982216L, 859205L, 827323L, 841991L, 913290L, 983918L,
793665L, 895188L, 906126L, 863296L, 842577L, 832591L, 976840L,
932345L, 981143L, 801512L, 1002306L, 931473L, 902389L, 1067539L,
934557L, 871256L, 883418L, 718243L, 853101L, 892091L, 959493L,
875254L, 992752L, 891876L, 779707L, 761433L, 758197L, 702417L,
694400L, 743969L, 827773L, 788336L, 891501L, 784553L, 936542L,
892221L, 805682L, 986109L, 997737L, 952337L, 913596L, 881975L,
973655L, 1042842L, 991280L, 811610L, 969744L, 871970L, 832743L,
896535L, 898091L, 754328L, 708464L, 757153L, 777688L, 830975L,
891923L, 869821L, 803335L, 882650L, 866547L, 868705L, 747149L,
713600L, 762138L, 735163L, 800943L, 699566L, 913384L, 738171L,
782984L, 667440L, 658650L, 777300L, 722849L, 721270L, 720574L,
649446L, 751518L, 719568L, 747856L, 611773L, 753152L, 650260L,
686105L, 742319L, 611929L, 640700L, 591455L, 422915L, 551312L,
589984L, 552638L, 427190L, 450827L, 556519L, 395846L, 590983L,
512959L, 452685L, 449679L, 377117L, 592666L, 630967L, 677562L,
744774L, 559144L, 565164L, 431371L, 661244L, 562805L, 635075L,
611218L, 465263L, 600953L, 570639L, 741657L, 655390L, 624346L,
519072L, 655233L, 573364L, 555229L, 568871L, 673415L, 562549L,
632082L, 648735L, 547210L, 541646L, 591035L, 573215L, 453220L,
500569L, 483082L, 494882L, 556911L, 400361L, 408601L, 441426L,
505124L, 417482L, 421750L, 417484L, 431120L, 504564L, 333542L,
369482L, 431832L, 475688L, 437028L, 581278L, 408507L, 383338L,
502921L, 392616L, 381636L, 437582L, 402350L, 342748L, 420895L,
304549L, 452065L, 392927L, 525972L, 474072L, 439285L, 506800L,
301623L, 360435L, 431918L, 406583L, 348245L, 311187L, 397553L,
328374L, 386618L, 359652L, 410604L, 415530L, 423691L, 387479L,
427504L, 361311L, 328342L, 384716L, 375293L, 337292L, 378871L,
369858L, 368082L, 447470L, 319699L, 309456L, 324288L, 416815L,
350970L, 305021L, 340379L, 415899L, 415863L, 459164L, 424415L,
426744L, 381180L, 421914L, 432177L, 439146L, 471412L, 358047L,
424430L, 439595L, 378718L, 402841L, 558536L, 475445L, 496879L,
386381L, 371953L, 362575L, 410119L, 307376L, 464888L, 497654L,
505371L, 428729L, 484825L, 340312L, 403197L, 483014L, 425448L,
442173L, 382614L, 365801L, 377530L, 412724L, 582561L, 497182L,
534839L, 372528L, 490513L, 524295L, 353328L, 435740L, 606586L,
339952L, 446177L, 541098L, 505165L, 471455L, 483144L, 372510L,
468379L, 381000L, 388039L, 448045L, 406707L, 363432L, 492507L,
389963L, 458037L, 446202L, 520027L, 534002L, 411419L, 382377L,
374016L, 489217L, 385358L, 354344L, 480102L, 486111L, 396875L,
424706L, 549349L, 331376L, 327566L, 364968L, 365715L, 327275L,
368299L, 277930L, 416003L, 393085L, 322959L, 306650L, 401742L,
420621L, 429129L, 462222L, 335711L, 416480L, 338851L, 329130L,
338371L, 310220L, 255807L, 258337L, 319225L, 331696L, 276512L,
288625L, 329139L, 311016L, 332946L, 231066L, 315569L, 251276L,
255198L, 294448L, 251216L, 262122L, 322465L, 230834L, 164729L,
272468L, 267101L, 223642L, 273754L, 262820L, 299455L, 282714L,
290049L, 277035L, 270754L, 315434L, 267553L, 273266L, 231968L,
145726L, 270737L), Var4 = c(1842916L, 1650947L, 1826792L, 1868854L,
1349682L, 1700705L, 1553206L, 1789866L, 1481587L, 2260812L, 1875500L,
1757982L, 1844106L, 2015221L, 1559047L, 1747566L, 1547336L, 2068885L,
1434585L, 1754398L, 1751677L, 1605872L, 1791263L, 1606000L, 1622632L,
1501355L, 1751479L, 1813795L, 1534006L, 1763481L, 1862021L, 2011101L,
1579945L, 1582041L, 1845277L, 1774748L, 1604085L, 1798036L, 1581748L,
1747547L, 1474606L, 1553108L, 1662061L, 1832545L, 1555462L, 1560721L,
1803880L, 1421983L, 1705225L, 1570989L, 1370337L, 2130208L, 1648356L,
1967994L, 1840196L, 1814451L, 2018955L, 1953286L, 1943577L, 2068666L,
1709487L, 1707015L, 1816645L, 1592986L, 1852489L, 1947445L, 1705050L,
1626904L, 1661471L, 1810373L, 1935931L, 1564800L, 1770490L, 1793351L,
1704562L, 1657873L, 1624573L, 1891007L, 1842884L, 1940814L, 1598949L,
1995798L, 1844261L, 1783182L, 2300414L, 2035373L, 1897734L, 1927624L,
1576325L, 1864730L, 1945731L, 2087827L, 1887315L, 2160582L, 1940982L,
1709248L, 1641578L, 1651927L, 1523934L, 1520967L, 1615398L, 1796216L,
1709032L, 1929426L, 1715439L, 2042236L, 1922861L, 1752159L, 2120420L,
2176839L, 2056198L, 1978545L, 1917299L, 2087989L, 2287761L, 2165191L,
1765206L, 2101615L, 1886381L, 1800709L, 1932399L, 1938540L, 1624589L,
1515305L, 1636013L, 1678695L, 1805357L, 1920032L, 1869846L, 1733193L,
1911342L, 1879654L, 1888584L, 1617636L, 1553308L, 1766792L, 1708563L,
1866907L, 1619900L, 2131880L, 1723028L, 1804310L, 1561439L, 1532808L,
1799613L, 1669279L, 1695310L, 1793913L, 1640780L, 1887981L, 1824651L,
1855067L, 1546987L, 1893343L, 1615038L, 1713931L, 1841102L, 1552554L,
1609310L, 1471592L, 1057635L, 1394483L, 1478938L, 1400849L, 1092941L,
1127207L, 1410334L, 985857L, 1502482L, 1282296L, 1131903L, 1134120L,
944486L, 1492348L, 1544775L, 1704514L, 1844986L, 1394241L, 1419907L,
1102451L, 1678210L, 1416968L, 1586854L, 1531570L, 1177832L, 1522673L,
1437979L, 1854961L, 1643220L, 1585851L, 1329138L, 1660453L, 1455096L,
1418685L, 1445048L, 1695041L, 1416778L, 1604949L, 1612551L, 1384783L,
1369524L, 1502777L, 1430407L, 1143067L, 1375883L, 1332591L, 1361450L,
1509461L, 1111893L, 1122316L, 1198293L, 1371022L, 1131783L, 1216891L,
1201775L, 1251192L, 1468533L, 971716L, 1080623L, 1243478L, 1380687L,
1252032L, 1685018L, 1186716L, 1110004L, 1448460L, 1142144L, 1108305L,
1262013L, 1177100L, 975649L, 1223630L, 872010L, 1291482L, 1130856L,
1565162L, 1453895L, 1346179L, 1511057L, 933375L, 1123020L, 1316433L,
1238018L, 1094457L, 1021577L, 1236134L, 1035408L, 1242196L, 1160343L,
1344770L, 1334352L, 1322612L, 1243856L, 1369881L, 1101393L, 1068661L,
1242855L, 1181028L, 1068507L, 1198975L, 1155222L, 1282687L, 1578816L,
1099740L, 1055999L, 1110803L, 1387463L, 1211896L, 1032759L, 1147958L,
1453268L, 1598432L, 1712287L, 1558504L, 1606923L, 1393160L, 1547333L,
1573425L, 1616768L, 1759911L, 1328534L, 1568315L, 1640106L, 1485560L,
1594149L, 2158755L, 1907469L, 1950358L, 1514739L, 1504915L, 1463329L,
1612138L, 1272940L, 1820813L, 1961831L, 2001256L, 1615047L, 1881349L,
1280810L, 1535983L, 1868300L, 1597679L, 1668499L, 1636259L, 1558331L,
1620336L, 1774802L, 2464370L, 2173591L, 2324146L, 1622177L, 2095321L,
2353130L, 1678844L, 1908599L, 2661533L, 1523244L, 2089773L, 2456706L,
2291627L, 2112795L, 2146462L, 1708033L, 2082991L, 1868523L, 1870792L,
2163766L, 1965448L, 1740014L, 2384685L, 1859087L, 2227283L, 2082207L,
2435339L, 2437914L, 1938528L, 1975502L, 1891861L, 2447307L, 1998905L,
1788622L, 2416936L, 2471771L, 2023577L, 2129774L, 2756620L, 1669619L,
1679035L, 1879060L, 1893919L, 1653989L, 1877943L, 1389847L, 2102051L,
1982800L, 1609563L, 1534998L, 2031637L, 2090443L, 2146740L, 2306902L,
1704790L, 2067778L, 1676170L, 1664308L, 1649995L, 1586174L, 1320104L,
1356841L, 1590752L, 1683829L, 1385250L, 1441666L, 1653611L, 1558089L,
1669990L, 1163876L, 1572544L, 1255959L, 1259118L, 1479161L, 1278374L,
1336800L, 1606781L, 1171646L, 851189L, 1385792L, 1344448L, 1115996L,
1366224L, 1340041L, 1527343L, 1408925L, 1454184L, 1424354L, 1381617L,
1558428L, 1353706L, 1386354L, 1189991L, 763254L, 1386571L), Var5 structure(c(1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 167L, 167L, 167L,
167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
167L, 167L, 167L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 167L, 1L, 1L, 167L, 167L, 167L, 167L, 167L,
167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
1L, 167L, 1L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 103L, 120L, 115L, 118L, 92L,
102L, 108L, 97L, 113L, 128L, 117L, 122L, 125L, 126L, 139L, 131L,
112L, 129L, 127L, 79L, 116L, 124L, 104L, 98L, 93L, 82L, 100L,
123L, 83L, 88L, 66L, 68L, 101L, 41L, 81L, 119L, 99L, 84L, 47L,
85L, 31L, 38L, 58L, 46L, 90L, 43L, 48L, 91L, 32L, 54L, 78L, 87L,
53L, 33L, 55L, 57L, 13L, 69L, 10L, 77L, 52L, 161L, 153L, 145L,
147L, 9L, 155L, 138L, 156L, 130L, 136L, 148L, 145L, 15L, 4L,
163L, 3L, 72L, 109L, 11L, 63L, 39L, 110L, 107L, 105L, 50L, 71L,
73L, 51L, 60L, 67L, 70L, 61L, 37L, 75L, 18L, 95L, 5L, 45L, 7L,
34L, 44L, 24L, 164L, 56L, 2L, 40L, 78L, 30L, 36L, 65L, 166L,
17L, 22L, 62L, 19L, 16L, 162L, 25L, 14L, 159L, 8L, 12L, 149L,
6L, 158L, 165L, 157L, 143L, 150L, 146L, 142L, 144L, 152L, 96L,
80L, 26L, 140L, 114L, 154L, 42L, 28L, 76L, 29L, 160L, 86L, 89L,
121L, 27L, 59L, 64L, 49L, 135L, 151L, 111L, 74L, 134L, 35L, 106L,
94L, 23L, 21L, 20L, 137L, 132L, 133L, 141L), .Label = c("0",
"1004", "1017", "1025", "1029",
"1032", "1034", "1052", "1093",
"1094", "1096", "1097", "1102",
"1108", "1137", "1140", "1149",
"1151", "1156", "117", "121",
"1216", "122", "1223", "1229",
"123", "124", "128", "131",
"1332", "1336", "1356", "1371",
"1376",
"138", "1381", "1428", "1446",
"1448", "1473", "1478", "148",
"1502", "1506", "1516", "1536",
"1551", "1556", "156", "1569",
"1582", "1598", "1610", "1659",
"1686", "1703", "1731", "1733",
"174", "1741", "1750", "1755",
"1783", "179", "1794", "1799",
"1800", "1805", "1816", "1819",
"1874", "1876", "1879", "188",
"1883", "189", "1899", "1908",
"1928", "195", "1963", "2005",
"2006", "2013", "2041", "206",
"2074", "2076", "208", "2193",
"2201", "2260", "2294", "230",
"2324", "233", "2373", "2388",
"2478", "2491", "2509", "2535",
"2537", "2556", "2599", "260",
"2648", "2651", "2657", "2677",
"268", "2836", "2844", "286",
"2942", "2944", "2990", "3006",
"3086", "3124", "314", "3177",
"3230", "3287", "3355", "3390",
"3441", "3455", "3469", "352",
"3533", "369", "376", "381",
"384", "394", "397", "413",
"4288",
"45", "451", "459", "478",
"524", "529", "549", "569",
"583",
"638", "643", "65", "650",
"720", "74", "757", "761",
"819",
"824", "839", "86", "861",
"865", "881", "898", "924",
"984",
"NULL"), class = "factor"), Var6 = structure(c(2L, 2L, 2L,
2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,
2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), .Label =
c("0",
"NULL"), class = "factor"), Var7 = c(0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 509986L, 457334L, 423431L, 491864L, 291347L,
348557L, 415865L, 392211L, 335553L, 298921L, 383274L, 316046L,
373400L, 346341L, 389709L, 401434L, 409913L, 374109L, 412340L,
351334L, 318191L, 371280L, 362450L, 326204L, 365452L, 359126L,
353572L, 432630L, 308945L, 298529L, 314237L, 397880L, 339472L,
294810L, 328184L, 399537L, 400889L, 442645L, 407200L, 411296L,
367262L, 407430L, 417298L, 422888L, 453429L, 344743L, 408298L,
422106L, 363156L, 387085L, 536751L, 458335L, 478253L, 371372L,
355103L, 351371L, 396376L, 295519L, 447933L, 478155L, 486481L,
413681L, 467253L, 327260L, 386971L, 467136L, 411711L, 426864L,
369899L, 355287L, 365007L, 397091L, 561952L, 477049L, 513256L,
357575L, 470663L, 505672L, 340253L, 418327L, 582188L, 326354L,
427588L, 517728L, 485881L, 453163L, 463697L, 357187L, 449418L,
365614L, 372260L, 431281L, 390126L, 347262L, 472019L, 374950L,
440093L, 428659L, 494099L, 507023L, 395678L, 366396L, 358862L,
469883L, 369744L, 341466L, 461598L, 466752L, 381354L, 407277L,
527482L, 317936L, 314390L, 351180L, 351920L, 315951L, 354029L,
267565L, 399528L, 377080L, 310084L, 294011L, 385220L, 406141L,
412094L, 444809L, 321582L, 399966L, 326061L, 315964L, 323720L,
297622L, 244843L, 247743L, 306002L, 318435L, 266651L, 277154L,
314510L, 297403L, 319653L, 222712L, 301423L, 240825L, 244846L,
282070L, 241318L, 252998L, 310381L, 221844L, 159100L, 261463L,
256824L, 214117L, 263015L, 253039L, 289615L, 272659L, 279316L,
267969L, 262087L, 304361L, 258202L, 262335L, 221760L, 139884L,
260220L), Var8 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 169L,
1L, 1L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
169L, 169L, 169L, 169L, 169L, 169L, 169L, 1L, 169L, 1L, 169L,
169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
169L, 169L, 169L, 169L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 162L, 143L, 130L, 158L, 30L, 68L, 125L, 104L, 61L, 37L,
98L, 49L, 93L, 66L, 102L, 113L, 119L, 94L, 123L, 70L, 51L, 90L,
81L, 57L, 84L, 80L, 73L, 135L, 41L, 36L, 44L, 108L, 62L, 32L,
60L, 110L, 112L, 137L, 115L, 120L, 87L, 117L, 126L, 129L, 142L,
65L, 118L, 128L, 82L, 101L, 166L, 144L, 155L, 91L, 75L, 71L,
106L, 33L, 139L, 154L, 157L, 124L, 149L, 59L, 100L, 148L, 121L,
131L, 89L, 76L, 83L, 107L, 167L, 153L, 163L, 78L, 151L, 160L,
63L, 127L, 168L, 58L, 132L, 164L, 156L, 141L, 146L, 77L, 140L,
85L, 92L, 134L, 103L, 67L, 152L, 95L, 136L, 133L, 159L, 161L,
105L, 86L, 79L, 150L, 88L, 64L, 145L, 147L, 97L, 116L, 165L,
50L, 45L, 69L, 72L, 47L, 74L, 23L, 109L, 96L, 42L, 31L, 99L,
114L, 122L, 138L, 54L, 111L, 56L, 48L, 55L, 35L, 10L, 12L, 40L,
52L, 22L, 26L, 46L, 34L, 53L, 7L, 38L, 8L, 11L, 28L, 9L, 13L,
43L, 6L, 3L, 18L, 15L, 4L, 21L, 14L, 29L, 25L, 27L, 24L, 19L,
39L, 16L, 20L, 5L, 2L, 17L), .Label = c("0", "139884",
"159100",
"214117", "221760", "221844", "222712",
"240825", "241318", "244843",
"244846", "247743", "252998", "253039",
"256824", "258202", "260220",
"261463", "262087", "262335", "263015",
"266651", "267565", "267969",
"272659", "277154", "279316", "282070",
"289615", "291347", "294011",
"294810", "295519", "297403", "297622",
"298529", "298921", "301423",
"304361", "306002", "308945", "310084",
"310381", "314237", "314390",
"314510", "315951", "315964", "316046",
"317936", "318191", "318435",
"319653", "321582", "323720", "326061",
"326204", "326354", "327260",
"328184", "335553", "339472", "340253",
"341466", "344743", "346341",
"347262", "348557", "351180", "351334",
"351371", "351920", "353572",
"354029", "355103", "355287", "357187",
"357575", "358862", "359126",
"362450", "363156", "365007", "365452",
"365614", "366396", "367262",
"369744", "369899", "371280", "371372",
"372260", "373400", "374109",
"374950", "377080", "381354", "383274",
"385220", "386971", "387085",
"389709", "390126", "392211", "395678",
"396376", "397091", "397880",
"399528", "399537", "399966", "400889",
"401434", "406141", "407200",
"407277", "407430", "408298", "409913",
"411296", "411711", "412094",
"412340", "413681", "415865", "417298",
"418327", "422106", "422888",
"423431", "426864", "427588", "428659",
"431281", "432630", "440093",
"442645", "444809", "447933", "449418",
"453163", "453429", "457334",
"458335", "461598", "463697", "466752",
"467136", "467253", "469883",
"470663", "472019", "477049", "478155",
"478253", "485881", "486481",
"491864", "494099", "505672", "507023",
"509986", "513256", "517728",
"527482", "536751", "561952", "582188",
"NULL"), class = "factor")), class
= "data.frame", row.names = c(NA,
-402L))>Any help and/or guidance will be greatly appreciated,

Cheers,

Paul

	[[alternative HTML version deleted]]

Sarah Goslee

2019-May-24 15:18 UTC

head link

[R] Subsetting Data from a Dataframe

Hi Paul,

Thanks for the reproducible data. You really only need to provide
enough to illustrate your question, but this works.

I suspect you have a data import problem - I doubt you really want so
many columns to be factors! Probably you need to specify that NULL
means something specific, rather than being an ordinary string.
> str(datos)'data.frame': 402 obs. of  9 variables:
 $ VarDate: Factor w/ 402 levels "1-Apr-00","1-Apr-01",..:
355 321 86
155 121 255 20 288 221 188 ...
 $ Var1   : int  150 140 148 157 105 132 123 139 128 174 ...
 $ Var2   : int  821273 625955 809990 729112 532151 725098 619868
704282 580952 975656 ...
 $ Var3   : int  1023833 924771 1021634 1043681 752874 947427 859879
999681 835358 1252862 ...
 $ Var4   : int  1842916 1650947 1826792 1868854 1349682 1700705
1553206 1789866 1481587 2260812 ...
 $ Var5   : Factor w/ 167 levels
"0","1004","1017",..: 1 1 1 1 1 1 1 1 1 1 ...
 $ Var6   : Factor w/ 2 levels "0","NULL": 2 2 2 2 2 2 2 2 2
2 ...
 $ Var7   : int  0 0 0 0 0 0 0 0 0 0 ...
 $ Var8   : Factor w/ 169 levels
"0","139884","159100",..: 1 1 1 1 1 1
1 1 1 1 ...

Regardless, you want the subset() command.

Here's one option, to give you the idea. Note that the values are in
quotes because your Var5 is a factor. If it isn't supposed to be, you
may want is.null() in the same way. I included NA because you asked,
but there aren't any NA values in Var5.

datos.new <- subset(datos, !(Var5 %in% c("0", "NULL"))
& !is.na(Var5))

You can read the help for subset for more options, but basically you
need to construct something that returns a logical value.

Sarah

On Fri, May 24, 2019 at 9:11 AM Paul Bernal <paulbernal07 at gmail.com>
wrote:>
> Dear friends,
>
> Hope you are all doing well. I would like to know how to retrieve a
> complete dataframe (all the columns), except for the cases when one of the
> columns have either nulls or NAs.
>
> In this case, I?d like to retrieve all the columns but only the cases
> (rows) where Var5 has values different than 0, null or NAs.
>
> I am attaching the dput() of my dataset as a reference:
>
> > dput(datos)
> structure(list(VarDate = structure(c(355L, 321L, 86L, 155L, 121L,
> 255L, 20L, 288L, 221L, 188L, 53L, 389L, 356L, 322L, 87L, 156L,
> 122L, 256L, 21L, 289L, 222L, 189L, 54L, 390L, 357L, 323L, 88L,
> 157L, 123L, 257L, 22L, 290L, 223L, 190L, 55L, 391L, 358L, 324L,
> 89L, 158L, 124L, 258L, 23L, 291L, 224L, 191L, 56L, 392L, 359L,
> 325L, 90L, 159L, 125L, 259L, 24L, 292L, 225L, 192L, 57L, 393L,
> 360L, 326L, 91L, 160L, 126L, 260L, 25L, 293L, 226L, 193L, 58L,
> 394L, 361L, 327L, 92L, 161L, 127L, 261L, 26L, 294L, 227L, 194L,
> 59L, 395L, 362L, 328L, 93L, 162L, 128L, 262L, 27L, 295L, 228L,
> 195L, 60L, 396L, 363L, 329L, 94L, 163L, 129L, 263L, 28L, 296L,
> 229L, 196L, 61L, 397L, 364L, 330L, 95L, 164L, 130L, 264L, 29L,
> 297L, 230L, 197L, 62L, 398L, 365L, 331L, 96L, 165L, 131L, 265L,
> 30L, 298L, 231L, 198L, 63L, 399L, 366L, 332L, 97L, 166L, 132L,
> 266L, 31L, 299L, 232L, 199L, 64L, 400L, 367L, 333L, 98L, 167L,
> 133L, 267L, 32L, 300L, 233L, 200L, 65L, 401L, 368L, 334L, 99L,
> 168L, 134L, 268L, 33L, 301L, 234L, 201L, 66L, 402L, 369L, 335L,
> 100L, 135L, 101L, 235L, 1L, 269L, 202L, 169L, 34L, 370L, 336L,
> 302L, 67L, 136L, 102L, 236L, 2L, 270L, 203L, 170L, 35L, 371L,
> 337L, 303L, 68L, 137L, 103L, 237L, 3L, 271L, 204L, 171L, 36L,
> 372L, 338L, 304L, 69L, 138L, 104L, 238L, 4L, 272L, 205L, 172L,
> 37L, 373L, 339L, 305L, 70L, 139L, 105L, 239L, 5L, 273L, 206L,
> 173L, 38L, 374L, 340L, 306L, 71L, 140L, 106L, 240L, 6L, 274L,
> 207L, 174L, 39L, 375L, 341L, 307L, 72L, 141L, 107L, 241L, 7L,
> 275L, 208L, 175L, 40L, 376L, 342L, 308L, 73L, 142L, 108L, 242L,
> 8L, 276L, 209L, 176L, 41L, 377L, 343L, 309L, 74L, 143L, 109L,
> 243L, 9L, 277L, 210L, 177L, 42L, 378L, 344L, 310L, 75L, 144L,
> 110L, 244L, 10L, 278L, 211L, 178L, 43L, 379L, 345L, 311L, 76L,
> 145L, 111L, 245L, 11L, 279L, 212L, 179L, 44L, 380L, 346L, 312L,
> 77L, 146L, 112L, 246L, 12L, 280L, 213L, 180L, 45L, 381L, 347L,
> 313L, 78L, 147L, 113L, 247L, 13L, 281L, 214L, 181L, 46L, 382L,
> 348L, 314L, 79L, 148L, 114L, 248L, 14L, 282L, 215L, 182L, 47L,
> 383L, 349L, 315L, 80L, 149L, 115L, 249L, 15L, 283L, 216L, 183L,
> 48L, 384L, 350L, 316L, 81L, 150L, 116L, 250L, 16L, 284L, 217L,
> 184L, 49L, 385L, 351L, 317L, 82L, 151L, 117L, 251L, 17L, 285L,
> 218L, 185L, 50L, 386L, 352L, 318L, 83L, 152L, 118L, 252L, 18L,
> 286L, 219L, 186L, 51L, 387L, 353L, 319L, 84L, 153L, 119L, 253L,
> 19L, 287L, 220L, 187L, 52L, 388L, 354L, 320L, 85L, 154L, 120L,
> 254L), .Label = c("1-Apr-00", "1-Apr-01",
"1-Apr-02", "1-Apr-03",
> "1-Apr-04", "1-Apr-05", "1-Apr-06",
"1-Apr-07", "1-Apr-08", "1-Apr-09",
> "1-Apr-10", "1-Apr-11", "1-Apr-12",
"1-Apr-13", "1-Apr-14", "1-Apr-15",
> "1-Apr-16", "1-Apr-17", "1-Apr-18",
"1-Apr-86", "1-Apr-87", "1-Apr-88",
> "1-Apr-89", "1-Apr-90", "1-Apr-91",
"1-Apr-92", "1-Apr-93", "1-Apr-94",
> "1-Apr-95", "1-Apr-96", "1-Apr-97",
"1-Apr-98", "1-Apr-99", "1-Aug-00",
> "1-Aug-01", "1-Aug-02", "1-Aug-03",
"1-Aug-04", "1-Aug-05", "1-Aug-06",
> "1-Aug-07", "1-Aug-08", "1-Aug-09",
"1-Aug-10", "1-Aug-11", "1-Aug-12",
> "1-Aug-13", "1-Aug-14", "1-Aug-15",
"1-Aug-16", "1-Aug-17", "1-Aug-18",
> "1-Aug-86", "1-Aug-87", "1-Aug-88",
"1-Aug-89", "1-Aug-90", "1-Aug-91",
> "1-Aug-92", "1-Aug-93", "1-Aug-94",
"1-Aug-95", "1-Aug-96", "1-Aug-97",
> "1-Aug-98", "1-Aug-99", "1-Dec-00",
"1-Dec-01", "1-Dec-02", "1-Dec-03",
> "1-Dec-04", "1-Dec-05", "1-Dec-06",
"1-Dec-07", "1-Dec-08", "1-Dec-09",
> "1-Dec-10", "1-Dec-11", "1-Dec-12",
"1-Dec-13", "1-Dec-14", "1-Dec-15",
> "1-Dec-16", "1-Dec-17", "1-Dec-18",
"1-Dec-85", "1-Dec-86", "1-Dec-87",
> "1-Dec-88", "1-Dec-89", "1-Dec-90",
"1-Dec-91", "1-Dec-92", "1-Dec-93",
> "1-Dec-94", "1-Dec-95", "1-Dec-96",
"1-Dec-97", "1-Dec-98", "1-Dec-99",
> "1-Feb-00", "1-Feb-01", "1-Feb-02",
"1-Feb-03", "1-Feb-04", "1-Feb-05",
> "1-Feb-06", "1-Feb-07", "1-Feb-08",
"1-Feb-09", "1-Feb-10", "1-Feb-11",
> "1-Feb-12", "1-Feb-13", "1-Feb-14",
"1-Feb-15", "1-Feb-16", "1-Feb-17",
> "1-Feb-18", "1-Feb-19", "1-Feb-86",
"1-Feb-87", "1-Feb-88", "1-Feb-89",
> "1-Feb-90", "1-Feb-91", "1-Feb-92",
"1-Feb-93", "1-Feb-94", "1-Feb-95",
> "1-Feb-96", "1-Feb-97", "1-Feb-98",
"1-Feb-99", "1-Jan-00", "1-Jan-01",
> "1-Jan-02", "1-Jan-03", "1-Jan-04",
"1-Jan-05", "1-Jan-06", "1-Jan-07",
> "1-Jan-08", "1-Jan-09", "1-Jan-10",
"1-Jan-11", "1-Jan-12", "1-Jan-13",
> "1-Jan-14", "1-Jan-15", "1-Jan-16",
"1-Jan-17", "1-Jan-18", "1-Jan-19",
> "1-Jan-86", "1-Jan-87", "1-Jan-88",
"1-Jan-89", "1-Jan-90", "1-Jan-91",
> "1-Jan-92", "1-Jan-93", "1-Jan-94",
"1-Jan-95", "1-Jan-96", "1-Jan-97",
> "1-Jan-98", "1-Jan-99", "1-Jul-00",
"1-Jul-01", "1-Jul-02", "1-Jul-03",
> "1-Jul-04", "1-Jul-05", "1-Jul-06",
"1-Jul-07", "1-Jul-08", "1-Jul-09",
> "1-Jul-10", "1-Jul-11", "1-Jul-12",
"1-Jul-13", "1-Jul-14", "1-Jul-15",
> "1-Jul-16", "1-Jul-17", "1-Jul-18",
"1-Jul-86", "1-Jul-87", "1-Jul-88",
> "1-Jul-89", "1-Jul-90", "1-Jul-91",
"1-Jul-92", "1-Jul-93", "1-Jul-94",
> "1-Jul-95", "1-Jul-96", "1-Jul-97",
"1-Jul-98", "1-Jul-99", "1-Jun-00",
> "1-Jun-01", "1-Jun-02", "1-Jun-03",
"1-Jun-04", "1-Jun-05", "1-Jun-06",
> "1-Jun-07", "1-Jun-08", "1-Jun-09",
"1-Jun-10", "1-Jun-11", "1-Jun-12",
> "1-Jun-13", "1-Jun-14", "1-Jun-15",
"1-Jun-16", "1-Jun-17", "1-Jun-18",
> "1-Jun-86", "1-Jun-87", "1-Jun-88",
"1-Jun-89", "1-Jun-90", "1-Jun-91",
> "1-Jun-92", "1-Jun-93", "1-Jun-94",
"1-Jun-95", "1-Jun-96", "1-Jun-97",
> "1-Jun-98", "1-Jun-99", "1-Mar-00",
"1-Mar-01", "1-Mar-02", "1-Mar-03",
> "1-Mar-04", "1-Mar-05", "1-Mar-06",
"1-Mar-07", "1-Mar-08", "1-Mar-09",
> "1-Mar-10", "1-Mar-11", "1-Mar-12",
"1-Mar-13", "1-Mar-14", "1-Mar-15",
> "1-Mar-16", "1-Mar-17", "1-Mar-18",
"1-Mar-19", "1-Mar-86", "1-Mar-87",
> "1-Mar-88", "1-Mar-89", "1-Mar-90",
"1-Mar-91", "1-Mar-92", "1-Mar-93",
> "1-Mar-94", "1-Mar-95", "1-Mar-96",
"1-Mar-97", "1-Mar-98", "1-Mar-99",
> "1-May-00", "1-May-01", "1-May-02",
"1-May-03", "1-May-04", "1-May-05",
> "1-May-06", "1-May-07", "1-May-08",
"1-May-09", "1-May-10", "1-May-11",
> "1-May-12", "1-May-13", "1-May-14",
"1-May-15", "1-May-16", "1-May-17",
> "1-May-18", "1-May-86", "1-May-87",
"1-May-88", "1-May-89", "1-May-90",
> "1-May-91", "1-May-92", "1-May-93",
"1-May-94", "1-May-95", "1-May-96",
> "1-May-97", "1-May-98", "1-May-99",
"1-Nov-00", "1-Nov-01", "1-Nov-02",
> "1-Nov-03", "1-Nov-04", "1-Nov-05",
"1-Nov-06", "1-Nov-07", "1-Nov-08",
> "1-Nov-09", "1-Nov-10", "1-Nov-11",
"1-Nov-12", "1-Nov-13", "1-Nov-14",
> "1-Nov-15", "1-Nov-16", "1-Nov-17",
"1-Nov-18", "1-Nov-85", "1-Nov-86",
> "1-Nov-87", "1-Nov-88", "1-Nov-89",
"1-Nov-90", "1-Nov-91", "1-Nov-92",
> "1-Nov-93", "1-Nov-94", "1-Nov-95",
"1-Nov-96", "1-Nov-97", "1-Nov-98",
> "1-Nov-99", "1-Oct-00", "1-Oct-01",
"1-Oct-02", "1-Oct-03", "1-Oct-04",
> "1-Oct-05", "1-Oct-06", "1-Oct-07",
"1-Oct-08", "1-Oct-09", "1-Oct-10",
> "1-Oct-11", "1-Oct-12", "1-Oct-13",
"1-Oct-14", "1-Oct-15", "1-Oct-16",
> "1-Oct-17", "1-Oct-18", "1-Oct-85",
"1-Oct-86", "1-Oct-87", "1-Oct-88",
> "1-Oct-89", "1-Oct-90", "1-Oct-91",
"1-Oct-92", "1-Oct-93", "1-Oct-94",
> "1-Oct-95", "1-Oct-96", "1-Oct-97",
"1-Oct-98", "1-Oct-99", "1-Sep-00",
> "1-Sep-01", "1-Sep-02", "1-Sep-03",
"1-Sep-04", "1-Sep-05", "1-Sep-06",
> "1-Sep-07", "1-Sep-08", "1-Sep-09",
"1-Sep-10", "1-Sep-11", "1-Sep-12",
> "1-Sep-13", "1-Sep-14", "1-Sep-15",
"1-Sep-16", "1-Sep-17", "1-Sep-18",
> "1-Sep-86", "1-Sep-87", "1-Sep-88",
"1-Sep-89", "1-Sep-90", "1-Sep-91",
> "1-Sep-92", "1-Sep-93", "1-Sep-94",
"1-Sep-95", "1-Sep-96", "1-Sep-97",
> "1-Sep-98", "1-Sep-99"), class = "factor"),
Var1 = c(150L, 140L,
> 148L, 157L, 105L, 132L, 123L, 139L, 128L, 174L, 152L, 137L, 143L,
> 159L, 126L, 142L, 122L, 165L, 122L, 136L, 146L, 128L, 139L, 124L,
> 128L, 128L, 133L, 143L, 126L, 135L, 137L, 151L, 125L, 123L, 135L,
> 132L, 128L, 139L, 121L, 134L, 103L, 124L, 124L, 135L, 121L, 118L,
> 134L, 116L, 123L, 106L, 93L, 145L, 105L, 134L, 122L, 124L, 133L,
> 128L, 134L, 134L, 116L, 111L, 124L, 104L, 127L, 127L, 121L, 110L,
> 120L, 128L, 133L, 112L, 122L, 117L, 121L, 114L, 114L, 133L, 127L,
> 133L, 120L, 148L, 132L, 133L, 152L, 138L, 128L, 127L, 107L, 134L,
> 130L, 136L, 125L, 140L, 127L, 113L, 118L, 106L, 106L, 97L, 108L,
> 116L, 111L, 131L, 114L, 139L, 133L, 121L, 146L, 143L, 139L, 131L,
> 117L, 137L, 143L, 138L, 109L, 145L, 127L, 122L, 129L, 124L, 120L,
> 96L, 115L, 114L, 121L, 126L, 119L, 125L, 124L, 119L, 133L, 103L,
> 106L, 120L, 107L, 113L, 115L, 131L, 108L, 121L, 99L, 102L, 113L,
> 108L, 105L, 118L, 98L, 100L, 101L, 119L, 91L, 112L, 91L, 105L,
> 115L, 93L, 106L, 87L, 69L, 89L, 91L, 89L, 82L, 85L, 89L, 75L,
> 88L, 72L, 72L, 70L, 57L, 90L, 95L, 102L, 109L, 84L, 88L, 70L,
> 103L, 94L, 100L, 91L, 68L, 90L, 81L, 117L, 102L, 86L, 78L, 95L,
> 79L, 82L, 82L, 87L, 79L, 87L, 83L, 78L, 74L, 78L, 81L, 74L, 77L,
> 69L, 78L, 73L, 62L, 56L, 63L, 70L, 60L, 64L, 67L, 60L, 81L, 57L,
> 64L, 67L, 67L, 69L, 90L, 70L, 62L, 79L, 69L, 66L, 66L, 64L, 58L,
> 64L, 50L, 72L, 59L, 77L, 78L, 64L, 78L, 50L, 60L, 58L, 59L, 60L,
> 44L, 54L, 51L, 52L, 59L, 59L, 63L, 65L, 62L, 66L, 57L, 48L, 59L,
> 53L, 46L, 53L, 58L, 57L, 66L, 46L, 48L, 41L, 57L, 55L, 50L, 49L,
> 60L, 66L, 60L, 66L, 57L, 57L, 64L, 61L, 58L, 66L, 53L, 56L, 66L,
> 55L, 56L, 83L, 71L, 72L, 54L, 51L, 52L, 60L, 49L, 64L, 72L, 67L,
> 59L, 66L, 56L, 63L, 73L, 56L, 57L, 53L, 54L, 56L, 56L, 80L, 70L,
> 73L, 53L, 71L, 68L, 47L, 59L, 79L, 49L, 67L, 70L, 64L, 66L, 69L,
> 52L, 66L, 57L, 52L, 57L, 59L, 49L, 70L, 54L, 60L, 63L, 72L, 69L,
> 62L, 52L, 49L, 64L, 49L, 48L, 65L, 63L, 52L, 54L, 70L, 48L, 45L,
> 48L, 47L, 42L, 50L, 38L, 57L, 51L, 38L, 42L, 50L, 54L, 56L, 59L,
> 40L, 50L, 43L, 35L, 43L, 39L, 31L, 32L, 39L, 40L, 33L, 35L, 41L,
> 38L, 39L, 28L, 39L, 32L, 39L, 35L, 31L, 32L, 38L, 30L, 21L, 33L,
> 37L, 28L, 34L, 30L, 37L, 34L, 38L, 34L, 34L, 38L, 33L, 33L, 27L,
> 18L, 33L), Var2 = c(821273L, 625955L, 809990L, 729112L, 532151L,
> 725098L, 619868L, 704282L, 580952L, 975656L, 783082L, 678787L,
> 685767L, 784148L, 628750L, 696202L, 695546L, 907842L, 554405L,
> 770651L, 746794L, 738427L, 756031L, 677908L, 707298L, 617374L,
> 760057L, 842253L, 680889L, 731068L, 833567L, 882259L, 695913L,
> 741626L, 773759L, 746727L, 696405L, 714477L, 688004L, 767584L,
> 674190L, 730536L, 733525L, 857631L, 750634L, 678859L, 792624L,
> 594360L, 638948L, 695963L, 553269L, 975142L, 692757L, 902180L,
> 806432L, 881918L, 847507L, 820608L, 704557L, 790379L, 700958L,
> 702484L, 781250L, 611012L, 761236L, 815931L, 759334L, 647436L,
> 738675L, 755135L, 762259L, 686818L, 736825L, 779627L, 728106L,
> 626037L, 609227L, 710760L, 769409L, 829428L, 693645L, 860311L,
> 673870L, 633099L, 735438L, 618685L, 697920L, 695360L, 555367L,
> 655665L, 723109L, 772520L, 686184L, 791464L, 745570L, 659855L,
> 505423L, 628448L, 452854L, 537319L, 583909L, 638940L, 649767L,
> 699971L, 688656L, 794720L, 711849L, 610735L, 750121L, 856431L,
> 760421L, 766238L, 748331L, 751135L, 949228L, 925412L, 701986L,
> 836017L, 796566L, 683700L, 795191L, 708331L, 634132L, 496022L,
> 676314L, 668954L, 712050L, 739238L, 674401L, 668638L, 693023L,
> 702984L, 706872L, 595021L, 588132L, 549140L, 629381L, 623842L,
> 605154L, 762123L, 635163L, 596381L, 478583L, 527694L, 582280L,
> 576937L, 609620L, 514848L, 531708L, 559237L, 597501L, 542658L,
> 449916L, 541199L, 422740L, 520411L, 550272L, 470397L, 471954L,
> 400365L, 306711L, 445820L, 520121L, 492774L, 424645L, 384204L,
> 480749L, 320850L, 625051L, 459398L, 376164L, 400453L, 322230L,
> 503949L, 509943L, 578626L, 611236L, 459764L, 488844L, 421423L,
> 549084L, 505593L, 531538L, 535442L, 400745L, 524029L, 485794L,
> 629792L, 572611L, 542791L, 457679L, 599733L, 503070L, 529176L,
> 448977L, 543827L, 420837L, 534159L, 452072L, 380600L, 422340L,
> 456238L, 448117L, 349250L, 463418L, 451798L, 422773L, 469039L,
> 401945L, 371124L, 426345L, 512084L, 376136L, 338565L, 398287L,
> 348028L, 540228L, 370901L, 382410L, 380287L, 518778L, 434662L,
> 633628L, 383930L, 409503L, 449935L, 314311L, 309324L, 311242L,
> 390780L, 252049L, 348992L, 286589L, 413858L, 318478L, 434770L,
> 358908L, 337788L, 349755L, 244330L, 293098L, 378302L, 350259L,
> 267338L, 245683L, 337204L, 257568L, 306317L, 314226L, 349265L,
> 387763L, 383584L, 318554L, 402885L, 299765L, 295652L, 285204L,
> 350783L, 262768L, 347901L, 402663L, 289501L, 391287L, 295352L,
> 238815L, 330207L, 370494L, 262839L, 265180L, 323103L, 369609L,
> 327294L, 407061L, 352180L, 398966L, 272813L, 289250L, 249749L,
> 269799L, 253926L, 212019L, 299012L, 232329L, 232591L, 226118L,
> 359578L, 350889L, 333566L, 289996L, 314330L, 355278L, 343200L,
> 263987L, 360194L, 375162L, 449485L, 310118L, 385856L, 255153L,
> 289999L, 387187L, 293586L, 362148L, 268204L, 293395L, 312468L,
> 292847L, 343747L, 311347L, 387747L, 249736L, 338624L, 334526L,
> 228124L, 299618L, 367627L, 197001L, 273961L, 339628L, 305371L,
> 321103L, 307636L, 180838L, 300252L, 238870L, 296085L, 299428L,
> 292380L, 220003L, 333949L, 248405L, 264780L, 300803L, 336372L,
> 338379L, 257623L, 222979L, 226364L, 349364L, 260642L, 227835L,
> 237010L, 306306L, 253793L, 169667L, 333917L, 203583L, 204326L,
> 245043L, 200200L, 206647L, 266962L, 171125L, 227414L, 209053L,
> 132254L, 126972L, 159604L, 217526L, 186575L, 274024L, 155100L,
> 182481L, 198915L, 185028L, 165374L, 167406L, 114972L, 153905L,
> 131214L, 186645L, 133336L, 195207L, 168546L, 175644L, 210364L,
> 150943L, 142076L, 128045L, 147020L, 157380L, 110542L, 143323L,
> 169639L, 136196L, 94668L, 215810L, 170180L, 162091L, 139682L,
> 175133L, 153901L, 158420L, 127673L, 177445L, 156123L, 179980L,
> 142630L, 160726L, 181325L, 92592L, 191459L), Var3 = c(1023833L,
> 924771L, 1021634L, 1043681L, 752874L, 947427L, 859879L, 999681L,
> 835358L, 1252862L, 1047489L, 974229L, 1029854L, 1115937L, 868082L,
> 972236L, 850169L, 1143772L, 805427L, 965832L, 970293L, 884963L,
> 996303L, 891808L, 900303L, 835772L, 972515L, 1003546L, 852313L,
> 987354L, 1028777L, 1117341L, 893702L, 879153L, 1029602L, 982566L,
> 886107L, 997185L, 875060L, 964200L, 810422L, 862861L, 915637L,
> 1011660L, 870443L, 864038L, 1004598L, 792715L, 869050L, 792638L,
> 689028L, 1077470L, 831436L, 988032L, 923528L, 918479L, 1018139L,
> 990291L, 980459L, 1048576L, 863124L, 854886L, 909880L, 798497L,
> 938327L, 982216L, 859205L, 827323L, 841991L, 913290L, 983918L,
> 793665L, 895188L, 906126L, 863296L, 842577L, 832591L, 976840L,
> 932345L, 981143L, 801512L, 1002306L, 931473L, 902389L, 1067539L,
> 934557L, 871256L, 883418L, 718243L, 853101L, 892091L, 959493L,
> 875254L, 992752L, 891876L, 779707L, 761433L, 758197L, 702417L,
> 694400L, 743969L, 827773L, 788336L, 891501L, 784553L, 936542L,
> 892221L, 805682L, 986109L, 997737L, 952337L, 913596L, 881975L,
> 973655L, 1042842L, 991280L, 811610L, 969744L, 871970L, 832743L,
> 896535L, 898091L, 754328L, 708464L, 757153L, 777688L, 830975L,
> 891923L, 869821L, 803335L, 882650L, 866547L, 868705L, 747149L,
> 713600L, 762138L, 735163L, 800943L, 699566L, 913384L, 738171L,
> 782984L, 667440L, 658650L, 777300L, 722849L, 721270L, 720574L,
> 649446L, 751518L, 719568L, 747856L, 611773L, 753152L, 650260L,
> 686105L, 742319L, 611929L, 640700L, 591455L, 422915L, 551312L,
> 589984L, 552638L, 427190L, 450827L, 556519L, 395846L, 590983L,
> 512959L, 452685L, 449679L, 377117L, 592666L, 630967L, 677562L,
> 744774L, 559144L, 565164L, 431371L, 661244L, 562805L, 635075L,
> 611218L, 465263L, 600953L, 570639L, 741657L, 655390L, 624346L,
> 519072L, 655233L, 573364L, 555229L, 568871L, 673415L, 562549L,
> 632082L, 648735L, 547210L, 541646L, 591035L, 573215L, 453220L,
> 500569L, 483082L, 494882L, 556911L, 400361L, 408601L, 441426L,
> 505124L, 417482L, 421750L, 417484L, 431120L, 504564L, 333542L,
> 369482L, 431832L, 475688L, 437028L, 581278L, 408507L, 383338L,
> 502921L, 392616L, 381636L, 437582L, 402350L, 342748L, 420895L,
> 304549L, 452065L, 392927L, 525972L, 474072L, 439285L, 506800L,
> 301623L, 360435L, 431918L, 406583L, 348245L, 311187L, 397553L,
> 328374L, 386618L, 359652L, 410604L, 415530L, 423691L, 387479L,
> 427504L, 361311L, 328342L, 384716L, 375293L, 337292L, 378871L,
> 369858L, 368082L, 447470L, 319699L, 309456L, 324288L, 416815L,
> 350970L, 305021L, 340379L, 415899L, 415863L, 459164L, 424415L,
> 426744L, 381180L, 421914L, 432177L, 439146L, 471412L, 358047L,
> 424430L, 439595L, 378718L, 402841L, 558536L, 475445L, 496879L,
> 386381L, 371953L, 362575L, 410119L, 307376L, 464888L, 497654L,
> 505371L, 428729L, 484825L, 340312L, 403197L, 483014L, 425448L,
> 442173L, 382614L, 365801L, 377530L, 412724L, 582561L, 497182L,
> 534839L, 372528L, 490513L, 524295L, 353328L, 435740L, 606586L,
> 339952L, 446177L, 541098L, 505165L, 471455L, 483144L, 372510L,
> 468379L, 381000L, 388039L, 448045L, 406707L, 363432L, 492507L,
> 389963L, 458037L, 446202L, 520027L, 534002L, 411419L, 382377L,
> 374016L, 489217L, 385358L, 354344L, 480102L, 486111L, 396875L,
> 424706L, 549349L, 331376L, 327566L, 364968L, 365715L, 327275L,
> 368299L, 277930L, 416003L, 393085L, 322959L, 306650L, 401742L,
> 420621L, 429129L, 462222L, 335711L, 416480L, 338851L, 329130L,
> 338371L, 310220L, 255807L, 258337L, 319225L, 331696L, 276512L,
> 288625L, 329139L, 311016L, 332946L, 231066L, 315569L, 251276L,
> 255198L, 294448L, 251216L, 262122L, 322465L, 230834L, 164729L,
> 272468L, 267101L, 223642L, 273754L, 262820L, 299455L, 282714L,
> 290049L, 277035L, 270754L, 315434L, 267553L, 273266L, 231968L,
> 145726L, 270737L), Var4 = c(1842916L, 1650947L, 1826792L, 1868854L,
> 1349682L, 1700705L, 1553206L, 1789866L, 1481587L, 2260812L, 1875500L,
> 1757982L, 1844106L, 2015221L, 1559047L, 1747566L, 1547336L, 2068885L,
> 1434585L, 1754398L, 1751677L, 1605872L, 1791263L, 1606000L, 1622632L,
> 1501355L, 1751479L, 1813795L, 1534006L, 1763481L, 1862021L, 2011101L,
> 1579945L, 1582041L, 1845277L, 1774748L, 1604085L, 1798036L, 1581748L,
> 1747547L, 1474606L, 1553108L, 1662061L, 1832545L, 1555462L, 1560721L,
> 1803880L, 1421983L, 1705225L, 1570989L, 1370337L, 2130208L, 1648356L,
> 1967994L, 1840196L, 1814451L, 2018955L, 1953286L, 1943577L, 2068666L,
> 1709487L, 1707015L, 1816645L, 1592986L, 1852489L, 1947445L, 1705050L,
> 1626904L, 1661471L, 1810373L, 1935931L, 1564800L, 1770490L, 1793351L,
> 1704562L, 1657873L, 1624573L, 1891007L, 1842884L, 1940814L, 1598949L,
> 1995798L, 1844261L, 1783182L, 2300414L, 2035373L, 1897734L, 1927624L,
> 1576325L, 1864730L, 1945731L, 2087827L, 1887315L, 2160582L, 1940982L,
> 1709248L, 1641578L, 1651927L, 1523934L, 1520967L, 1615398L, 1796216L,
> 1709032L, 1929426L, 1715439L, 2042236L, 1922861L, 1752159L, 2120420L,
> 2176839L, 2056198L, 1978545L, 1917299L, 2087989L, 2287761L, 2165191L,
> 1765206L, 2101615L, 1886381L, 1800709L, 1932399L, 1938540L, 1624589L,
> 1515305L, 1636013L, 1678695L, 1805357L, 1920032L, 1869846L, 1733193L,
> 1911342L, 1879654L, 1888584L, 1617636L, 1553308L, 1766792L, 1708563L,
> 1866907L, 1619900L, 2131880L, 1723028L, 1804310L, 1561439L, 1532808L,
> 1799613L, 1669279L, 1695310L, 1793913L, 1640780L, 1887981L, 1824651L,
> 1855067L, 1546987L, 1893343L, 1615038L, 1713931L, 1841102L, 1552554L,
> 1609310L, 1471592L, 1057635L, 1394483L, 1478938L, 1400849L, 1092941L,
> 1127207L, 1410334L, 985857L, 1502482L, 1282296L, 1131903L, 1134120L,
> 944486L, 1492348L, 1544775L, 1704514L, 1844986L, 1394241L, 1419907L,
> 1102451L, 1678210L, 1416968L, 1586854L, 1531570L, 1177832L, 1522673L,
> 1437979L, 1854961L, 1643220L, 1585851L, 1329138L, 1660453L, 1455096L,
> 1418685L, 1445048L, 1695041L, 1416778L, 1604949L, 1612551L, 1384783L,
> 1369524L, 1502777L, 1430407L, 1143067L, 1375883L, 1332591L, 1361450L,
> 1509461L, 1111893L, 1122316L, 1198293L, 1371022L, 1131783L, 1216891L,
> 1201775L, 1251192L, 1468533L, 971716L, 1080623L, 1243478L, 1380687L,
> 1252032L, 1685018L, 1186716L, 1110004L, 1448460L, 1142144L, 1108305L,
> 1262013L, 1177100L, 975649L, 1223630L, 872010L, 1291482L, 1130856L,
> 1565162L, 1453895L, 1346179L, 1511057L, 933375L, 1123020L, 1316433L,
> 1238018L, 1094457L, 1021577L, 1236134L, 1035408L, 1242196L, 1160343L,
> 1344770L, 1334352L, 1322612L, 1243856L, 1369881L, 1101393L, 1068661L,
> 1242855L, 1181028L, 1068507L, 1198975L, 1155222L, 1282687L, 1578816L,
> 1099740L, 1055999L, 1110803L, 1387463L, 1211896L, 1032759L, 1147958L,
> 1453268L, 1598432L, 1712287L, 1558504L, 1606923L, 1393160L, 1547333L,
> 1573425L, 1616768L, 1759911L, 1328534L, 1568315L, 1640106L, 1485560L,
> 1594149L, 2158755L, 1907469L, 1950358L, 1514739L, 1504915L, 1463329L,
> 1612138L, 1272940L, 1820813L, 1961831L, 2001256L, 1615047L, 1881349L,
> 1280810L, 1535983L, 1868300L, 1597679L, 1668499L, 1636259L, 1558331L,
> 1620336L, 1774802L, 2464370L, 2173591L, 2324146L, 1622177L, 2095321L,
> 2353130L, 1678844L, 1908599L, 2661533L, 1523244L, 2089773L, 2456706L,
> 2291627L, 2112795L, 2146462L, 1708033L, 2082991L, 1868523L, 1870792L,
> 2163766L, 1965448L, 1740014L, 2384685L, 1859087L, 2227283L, 2082207L,
> 2435339L, 2437914L, 1938528L, 1975502L, 1891861L, 2447307L, 1998905L,
> 1788622L, 2416936L, 2471771L, 2023577L, 2129774L, 2756620L, 1669619L,
> 1679035L, 1879060L, 1893919L, 1653989L, 1877943L, 1389847L, 2102051L,
> 1982800L, 1609563L, 1534998L, 2031637L, 2090443L, 2146740L, 2306902L,
> 1704790L, 2067778L, 1676170L, 1664308L, 1649995L, 1586174L, 1320104L,
> 1356841L, 1590752L, 1683829L, 1385250L, 1441666L, 1653611L, 1558089L,
> 1669990L, 1163876L, 1572544L, 1255959L, 1259118L, 1479161L, 1278374L,
> 1336800L, 1606781L, 1171646L, 851189L, 1385792L, 1344448L, 1115996L,
> 1366224L, 1340041L, 1527343L, 1408925L, 1454184L, 1424354L, 1381617L,
> 1558428L, 1353706L, 1386354L, 1189991L, 763254L, 1386571L), Var5 >
structure(c(1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 167L, 1L, 1L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 1L, 167L, 1L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 103L, 120L, 115L, 118L, 92L,
> 102L, 108L, 97L, 113L, 128L, 117L, 122L, 125L, 126L, 139L, 131L,
> 112L, 129L, 127L, 79L, 116L, 124L, 104L, 98L, 93L, 82L, 100L,
> 123L, 83L, 88L, 66L, 68L, 101L, 41L, 81L, 119L, 99L, 84L, 47L,
> 85L, 31L, 38L, 58L, 46L, 90L, 43L, 48L, 91L, 32L, 54L, 78L, 87L,
> 53L, 33L, 55L, 57L, 13L, 69L, 10L, 77L, 52L, 161L, 153L, 145L,
> 147L, 9L, 155L, 138L, 156L, 130L, 136L, 148L, 145L, 15L, 4L,
> 163L, 3L, 72L, 109L, 11L, 63L, 39L, 110L, 107L, 105L, 50L, 71L,
> 73L, 51L, 60L, 67L, 70L, 61L, 37L, 75L, 18L, 95L, 5L, 45L, 7L,
> 34L, 44L, 24L, 164L, 56L, 2L, 40L, 78L, 30L, 36L, 65L, 166L,
> 17L, 22L, 62L, 19L, 16L, 162L, 25L, 14L, 159L, 8L, 12L, 149L,
> 6L, 158L, 165L, 157L, 143L, 150L, 146L, 142L, 144L, 152L, 96L,
> 80L, 26L, 140L, 114L, 154L, 42L, 28L, 76L, 29L, 160L, 86L, 89L,
> 121L, 27L, 59L, 64L, 49L, 135L, 151L, 111L, 74L, 134L, 35L, 106L,
> 94L, 23L, 21L, 20L, 137L, 132L, 133L, 141L), .Label = c("0",
> "1004", "1017", "1025", "1029",
"1032", "1034", "1052", "1093",
> "1094", "1096", "1097", "1102",
"1108", "1137", "1140", "1149",
> "1151", "1156", "117", "121",
"1216", "122", "1223", "1229",
> "123", "124", "128", "131",
"1332", "1336", "1356", "1371",
"1376",
> "138", "1381", "1428", "1446",
"1448", "1473", "1478", "148",
> "1502", "1506", "1516", "1536",
"1551", "1556", "156", "1569",
> "1582", "1598", "1610", "1659",
"1686", "1703", "1731", "1733",
> "174", "1741", "1750", "1755",
"1783", "179", "1794", "1799",
> "1800", "1805", "1816", "1819",
"1874", "1876", "1879", "188",
> "1883", "189", "1899", "1908",
"1928", "195", "1963", "2005",
> "2006", "2013", "2041", "206",
"2074", "2076", "208", "2193",
> "2201", "2260", "2294", "230",
"2324", "233", "2373", "2388",
> "2478", "2491", "2509", "2535",
"2537", "2556", "2599", "260",
> "2648", "2651", "2657", "2677",
"268", "2836", "2844", "286",
> "2942", "2944", "2990", "3006",
"3086", "3124", "314", "3177",
> "3230", "3287", "3355", "3390",
"3441", "3455", "3469", "352",
> "3533", "369", "376", "381",
"384", "394", "397", "413",
"4288",
> "45", "451", "459", "478",
"524", "529", "549", "569",
"583",
> "638", "643", "65", "650",
"720", "74", "757", "761",
"819",
> "824", "839", "86", "861",
"865", "881", "898", "924",
"984",
> "NULL"), class = "factor"), Var6 = structure(c(2L, 2L,
2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,
> 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), .Label =
c("0",
> "NULL"), class = "factor"), Var7 = c(0L, 0L, 0L, 0L,
0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 509986L, 457334L, 423431L, 491864L, 291347L,
> 348557L, 415865L, 392211L, 335553L, 298921L, 383274L, 316046L,
> 373400L, 346341L, 389709L, 401434L, 409913L, 374109L, 412340L,
> 351334L, 318191L, 371280L, 362450L, 326204L, 365452L, 359126L,
> 353572L, 432630L, 308945L, 298529L, 314237L, 397880L, 339472L,
> 294810L, 328184L, 399537L, 400889L, 442645L, 407200L, 411296L,
> 367262L, 407430L, 417298L, 422888L, 453429L, 344743L, 408298L,
> 422106L, 363156L, 387085L, 536751L, 458335L, 478253L, 371372L,
> 355103L, 351371L, 396376L, 295519L, 447933L, 478155L, 486481L,
> 413681L, 467253L, 327260L, 386971L, 467136L, 411711L, 426864L,
> 369899L, 355287L, 365007L, 397091L, 561952L, 477049L, 513256L,
> 357575L, 470663L, 505672L, 340253L, 418327L, 582188L, 326354L,
> 427588L, 517728L, 485881L, 453163L, 463697L, 357187L, 449418L,
> 365614L, 372260L, 431281L, 390126L, 347262L, 472019L, 374950L,
> 440093L, 428659L, 494099L, 507023L, 395678L, 366396L, 358862L,
> 469883L, 369744L, 341466L, 461598L, 466752L, 381354L, 407277L,
> 527482L, 317936L, 314390L, 351180L, 351920L, 315951L, 354029L,
> 267565L, 399528L, 377080L, 310084L, 294011L, 385220L, 406141L,
> 412094L, 444809L, 321582L, 399966L, 326061L, 315964L, 323720L,
> 297622L, 244843L, 247743L, 306002L, 318435L, 266651L, 277154L,
> 314510L, 297403L, 319653L, 222712L, 301423L, 240825L, 244846L,
> 282070L, 241318L, 252998L, 310381L, 221844L, 159100L, 261463L,
> 256824L, 214117L, 263015L, 253039L, 289615L, 272659L, 279316L,
> 267969L, 262087L, 304361L, 258202L, 262335L, 221760L, 139884L,
> 260220L), Var8 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 169L,
> 1L, 1L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 1L, 169L, 1L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 162L, 143L, 130L, 158L, 30L, 68L, 125L, 104L, 61L, 37L,
> 98L, 49L, 93L, 66L, 102L, 113L, 119L, 94L, 123L, 70L, 51L, 90L,
> 81L, 57L, 84L, 80L, 73L, 135L, 41L, 36L, 44L, 108L, 62L, 32L,
> 60L, 110L, 112L, 137L, 115L, 120L, 87L, 117L, 126L, 129L, 142L,
> 65L, 118L, 128L, 82L, 101L, 166L, 144L, 155L, 91L, 75L, 71L,
> 106L, 33L, 139L, 154L, 157L, 124L, 149L, 59L, 100L, 148L, 121L,
> 131L, 89L, 76L, 83L, 107L, 167L, 153L, 163L, 78L, 151L, 160L,
> 63L, 127L, 168L, 58L, 132L, 164L, 156L, 141L, 146L, 77L, 140L,
> 85L, 92L, 134L, 103L, 67L, 152L, 95L, 136L, 133L, 159L, 161L,
> 105L, 86L, 79L, 150L, 88L, 64L, 145L, 147L, 97L, 116L, 165L,
> 50L, 45L, 69L, 72L, 47L, 74L, 23L, 109L, 96L, 42L, 31L, 99L,
> 114L, 122L, 138L, 54L, 111L, 56L, 48L, 55L, 35L, 10L, 12L, 40L,
> 52L, 22L, 26L, 46L, 34L, 53L, 7L, 38L, 8L, 11L, 28L, 9L, 13L,
> 43L, 6L, 3L, 18L, 15L, 4L, 21L, 14L, 29L, 25L, 27L, 24L, 19L,
> 39L, 16L, 20L, 5L, 2L, 17L), .Label = c("0", "139884",
"159100",
> "214117", "221760", "221844",
"222712", "240825", "241318", "244843",
> "244846", "247743", "252998",
"253039", "256824", "258202", "260220",
> "261463", "262087", "262335",
"263015", "266651", "267565", "267969",
> "272659", "277154", "279316",
"282070", "289615", "291347", "294011",
> "294810", "295519", "297403",
"297622", "298529", "298921", "301423",
> "304361", "306002", "308945",
"310084", "310381", "314237", "314390",
> "314510", "315951", "315964",
"316046", "317936", "318191", "318435",
> "319653", "321582", "323720",
"326061", "326204", "326354", "327260",
> "328184", "335553", "339472",
"340253", "341466", "344743", "346341",
> "347262", "348557", "351180",
"351334", "351371", "351920", "353572",
> "354029", "355103", "355287",
"357187", "357575", "358862", "359126",
> "362450", "363156", "365007",
"365452", "365614", "366396", "367262",
> "369744", "369899", "371280",
"371372", "372260", "373400", "374109",
> "374950", "377080", "381354",
"383274", "385220", "386971", "387085",
> "389709", "390126", "392211",
"395678", "396376", "397091", "397880",
> "399528", "399537", "399966",
"400889", "401434", "406141", "407200",
> "407277", "407430", "408298",
"409913", "411296", "411711", "412094",
> "412340", "413681", "415865",
"417298", "418327", "422106", "422888",
> "423431", "426864", "427588",
"428659", "431281", "432630", "440093",
> "442645", "444809", "447933",
"449418", "453163", "453429", "457334",
> "458335", "461598", "463697",
"466752", "467136", "467253", "469883",
> "470663", "472019", "477049",
"478155", "478253", "485881", "486481",
> "491864", "494099", "505672",
"507023", "509986", "513256", "517728",
> "527482", "536751", "561952",
"582188", "NULL"), class = "factor")), class
> = "data.frame", row.names = c(NA,
> -402L))
> >
> Any help and/or guidance will be greatly appreciated,
>
> Cheers,
>
> Paul
>
>         [[alternative HTML version deleted]]
>
> ______________________________________________
> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.


-- 
Sarah Goslee (she/her)
http://www.numberwright.com

Rui Barradas

2019-May-24 17:07 UTC

head link

[R] Subsetting Data from a Dataframe

Hello,

Maybe something like the following is what you want.
The code first creates a logical index of columns with at least one NA 
or "NULL" (character string, not NULL) values. Then extracts only
those
columns from the dataframe.

inx <- sapply(datos, function(x) any(x == "NULL" | is.na(x)))
datos2 <- datos[inx]


Hope this helps,

Rui Barradas


?s 14:10 de 24/05/19, Paul Bernal escreveu:> Dear friends,
> 
> Hope you are all doing well. I would like to know how to retrieve a
> complete dataframe (all the columns), except for the cases when one of the
> columns have either nulls or NAs.
> 
> In this case, I?d like to retrieve all the columns but only the cases
> (rows) where Var5 has values different than 0, null or NAs.
> 
> I am attaching the dput() of my dataset as a reference:
> 
>> dput(datos)
> structure(list(VarDate = structure(c(355L, 321L, 86L, 155L, 121L,
> 255L, 20L, 288L, 221L, 188L, 53L, 389L, 356L, 322L, 87L, 156L,
> 122L, 256L, 21L, 289L, 222L, 189L, 54L, 390L, 357L, 323L, 88L,
> 157L, 123L, 257L, 22L, 290L, 223L, 190L, 55L, 391L, 358L, 324L,
> 89L, 158L, 124L, 258L, 23L, 291L, 224L, 191L, 56L, 392L, 359L,
> 325L, 90L, 159L, 125L, 259L, 24L, 292L, 225L, 192L, 57L, 393L,
> 360L, 326L, 91L, 160L, 126L, 260L, 25L, 293L, 226L, 193L, 58L,
> 394L, 361L, 327L, 92L, 161L, 127L, 261L, 26L, 294L, 227L, 194L,
> 59L, 395L, 362L, 328L, 93L, 162L, 128L, 262L, 27L, 295L, 228L,
> 195L, 60L, 396L, 363L, 329L, 94L, 163L, 129L, 263L, 28L, 296L,
> 229L, 196L, 61L, 397L, 364L, 330L, 95L, 164L, 130L, 264L, 29L,
> 297L, 230L, 197L, 62L, 398L, 365L, 331L, 96L, 165L, 131L, 265L,
> 30L, 298L, 231L, 198L, 63L, 399L, 366L, 332L, 97L, 166L, 132L,
> 266L, 31L, 299L, 232L, 199L, 64L, 400L, 367L, 333L, 98L, 167L,
> 133L, 267L, 32L, 300L, 233L, 200L, 65L, 401L, 368L, 334L, 99L,
> 168L, 134L, 268L, 33L, 301L, 234L, 201L, 66L, 402L, 369L, 335L,
> 100L, 135L, 101L, 235L, 1L, 269L, 202L, 169L, 34L, 370L, 336L,
> 302L, 67L, 136L, 102L, 236L, 2L, 270L, 203L, 170L, 35L, 371L,
> 337L, 303L, 68L, 137L, 103L, 237L, 3L, 271L, 204L, 171L, 36L,
> 372L, 338L, 304L, 69L, 138L, 104L, 238L, 4L, 272L, 205L, 172L,
> 37L, 373L, 339L, 305L, 70L, 139L, 105L, 239L, 5L, 273L, 206L,
> 173L, 38L, 374L, 340L, 306L, 71L, 140L, 106L, 240L, 6L, 274L,
> 207L, 174L, 39L, 375L, 341L, 307L, 72L, 141L, 107L, 241L, 7L,
> 275L, 208L, 175L, 40L, 376L, 342L, 308L, 73L, 142L, 108L, 242L,
> 8L, 276L, 209L, 176L, 41L, 377L, 343L, 309L, 74L, 143L, 109L,
> 243L, 9L, 277L, 210L, 177L, 42L, 378L, 344L, 310L, 75L, 144L,
> 110L, 244L, 10L, 278L, 211L, 178L, 43L, 379L, 345L, 311L, 76L,
> 145L, 111L, 245L, 11L, 279L, 212L, 179L, 44L, 380L, 346L, 312L,
> 77L, 146L, 112L, 246L, 12L, 280L, 213L, 180L, 45L, 381L, 347L,
> 313L, 78L, 147L, 113L, 247L, 13L, 281L, 214L, 181L, 46L, 382L,
> 348L, 314L, 79L, 148L, 114L, 248L, 14L, 282L, 215L, 182L, 47L,
> 383L, 349L, 315L, 80L, 149L, 115L, 249L, 15L, 283L, 216L, 183L,
> 48L, 384L, 350L, 316L, 81L, 150L, 116L, 250L, 16L, 284L, 217L,
> 184L, 49L, 385L, 351L, 317L, 82L, 151L, 117L, 251L, 17L, 285L,
> 218L, 185L, 50L, 386L, 352L, 318L, 83L, 152L, 118L, 252L, 18L,
> 286L, 219L, 186L, 51L, 387L, 353L, 319L, 84L, 153L, 119L, 253L,
> 19L, 287L, 220L, 187L, 52L, 388L, 354L, 320L, 85L, 154L, 120L,
> 254L), .Label = c("1-Apr-00", "1-Apr-01",
"1-Apr-02", "1-Apr-03",
> "1-Apr-04", "1-Apr-05", "1-Apr-06",
"1-Apr-07", "1-Apr-08", "1-Apr-09",
> "1-Apr-10", "1-Apr-11", "1-Apr-12",
"1-Apr-13", "1-Apr-14", "1-Apr-15",
> "1-Apr-16", "1-Apr-17", "1-Apr-18",
"1-Apr-86", "1-Apr-87", "1-Apr-88",
> "1-Apr-89", "1-Apr-90", "1-Apr-91",
"1-Apr-92", "1-Apr-93", "1-Apr-94",
> "1-Apr-95", "1-Apr-96", "1-Apr-97",
"1-Apr-98", "1-Apr-99", "1-Aug-00",
> "1-Aug-01", "1-Aug-02", "1-Aug-03",
"1-Aug-04", "1-Aug-05", "1-Aug-06",
> "1-Aug-07", "1-Aug-08", "1-Aug-09",
"1-Aug-10", "1-Aug-11", "1-Aug-12",
> "1-Aug-13", "1-Aug-14", "1-Aug-15",
"1-Aug-16", "1-Aug-17", "1-Aug-18",
> "1-Aug-86", "1-Aug-87", "1-Aug-88",
"1-Aug-89", "1-Aug-90", "1-Aug-91",
> "1-Aug-92", "1-Aug-93", "1-Aug-94",
"1-Aug-95", "1-Aug-96", "1-Aug-97",
> "1-Aug-98", "1-Aug-99", "1-Dec-00",
"1-Dec-01", "1-Dec-02", "1-Dec-03",
> "1-Dec-04", "1-Dec-05", "1-Dec-06",
"1-Dec-07", "1-Dec-08", "1-Dec-09",
> "1-Dec-10", "1-Dec-11", "1-Dec-12",
"1-Dec-13", "1-Dec-14", "1-Dec-15",
> "1-Dec-16", "1-Dec-17", "1-Dec-18",
"1-Dec-85", "1-Dec-86", "1-Dec-87",
> "1-Dec-88", "1-Dec-89", "1-Dec-90",
"1-Dec-91", "1-Dec-92", "1-Dec-93",
> "1-Dec-94", "1-Dec-95", "1-Dec-96",
"1-Dec-97", "1-Dec-98", "1-Dec-99",
> "1-Feb-00", "1-Feb-01", "1-Feb-02",
"1-Feb-03", "1-Feb-04", "1-Feb-05",
> "1-Feb-06", "1-Feb-07", "1-Feb-08",
"1-Feb-09", "1-Feb-10", "1-Feb-11",
> "1-Feb-12", "1-Feb-13", "1-Feb-14",
"1-Feb-15", "1-Feb-16", "1-Feb-17",
> "1-Feb-18", "1-Feb-19", "1-Feb-86",
"1-Feb-87", "1-Feb-88", "1-Feb-89",
> "1-Feb-90", "1-Feb-91", "1-Feb-92",
"1-Feb-93", "1-Feb-94", "1-Feb-95",
> "1-Feb-96", "1-Feb-97", "1-Feb-98",
"1-Feb-99", "1-Jan-00", "1-Jan-01",
> "1-Jan-02", "1-Jan-03", "1-Jan-04",
"1-Jan-05", "1-Jan-06", "1-Jan-07",
> "1-Jan-08", "1-Jan-09", "1-Jan-10",
"1-Jan-11", "1-Jan-12", "1-Jan-13",
> "1-Jan-14", "1-Jan-15", "1-Jan-16",
"1-Jan-17", "1-Jan-18", "1-Jan-19",
> "1-Jan-86", "1-Jan-87", "1-Jan-88",
"1-Jan-89", "1-Jan-90", "1-Jan-91",
> "1-Jan-92", "1-Jan-93", "1-Jan-94",
"1-Jan-95", "1-Jan-96", "1-Jan-97",
> "1-Jan-98", "1-Jan-99", "1-Jul-00",
"1-Jul-01", "1-Jul-02", "1-Jul-03",
> "1-Jul-04", "1-Jul-05", "1-Jul-06",
"1-Jul-07", "1-Jul-08", "1-Jul-09",
> "1-Jul-10", "1-Jul-11", "1-Jul-12",
"1-Jul-13", "1-Jul-14", "1-Jul-15",
> "1-Jul-16", "1-Jul-17", "1-Jul-18",
"1-Jul-86", "1-Jul-87", "1-Jul-88",
> "1-Jul-89", "1-Jul-90", "1-Jul-91",
"1-Jul-92", "1-Jul-93", "1-Jul-94",
> "1-Jul-95", "1-Jul-96", "1-Jul-97",
"1-Jul-98", "1-Jul-99", "1-Jun-00",
> "1-Jun-01", "1-Jun-02", "1-Jun-03",
"1-Jun-04", "1-Jun-05", "1-Jun-06",
> "1-Jun-07", "1-Jun-08", "1-Jun-09",
"1-Jun-10", "1-Jun-11", "1-Jun-12",
> "1-Jun-13", "1-Jun-14", "1-Jun-15",
"1-Jun-16", "1-Jun-17", "1-Jun-18",
> "1-Jun-86", "1-Jun-87", "1-Jun-88",
"1-Jun-89", "1-Jun-90", "1-Jun-91",
> "1-Jun-92", "1-Jun-93", "1-Jun-94",
"1-Jun-95", "1-Jun-96", "1-Jun-97",
> "1-Jun-98", "1-Jun-99", "1-Mar-00",
"1-Mar-01", "1-Mar-02", "1-Mar-03",
> "1-Mar-04", "1-Mar-05", "1-Mar-06",
"1-Mar-07", "1-Mar-08", "1-Mar-09",
> "1-Mar-10", "1-Mar-11", "1-Mar-12",
"1-Mar-13", "1-Mar-14", "1-Mar-15",
> "1-Mar-16", "1-Mar-17", "1-Mar-18",
"1-Mar-19", "1-Mar-86", "1-Mar-87",
> "1-Mar-88", "1-Mar-89", "1-Mar-90",
"1-Mar-91", "1-Mar-92", "1-Mar-93",
> "1-Mar-94", "1-Mar-95", "1-Mar-96",
"1-Mar-97", "1-Mar-98", "1-Mar-99",
> "1-May-00", "1-May-01", "1-May-02",
"1-May-03", "1-May-04", "1-May-05",
> "1-May-06", "1-May-07", "1-May-08",
"1-May-09", "1-May-10", "1-May-11",
> "1-May-12", "1-May-13", "1-May-14",
"1-May-15", "1-May-16", "1-May-17",
> "1-May-18", "1-May-86", "1-May-87",
"1-May-88", "1-May-89", "1-May-90",
> "1-May-91", "1-May-92", "1-May-93",
"1-May-94", "1-May-95", "1-May-96",
> "1-May-97", "1-May-98", "1-May-99",
"1-Nov-00", "1-Nov-01", "1-Nov-02",
> "1-Nov-03", "1-Nov-04", "1-Nov-05",
"1-Nov-06", "1-Nov-07", "1-Nov-08",
> "1-Nov-09", "1-Nov-10", "1-Nov-11",
"1-Nov-12", "1-Nov-13", "1-Nov-14",
> "1-Nov-15", "1-Nov-16", "1-Nov-17",
"1-Nov-18", "1-Nov-85", "1-Nov-86",
> "1-Nov-87", "1-Nov-88", "1-Nov-89",
"1-Nov-90", "1-Nov-91", "1-Nov-92",
> "1-Nov-93", "1-Nov-94", "1-Nov-95",
"1-Nov-96", "1-Nov-97", "1-Nov-98",
> "1-Nov-99", "1-Oct-00", "1-Oct-01",
"1-Oct-02", "1-Oct-03", "1-Oct-04",
> "1-Oct-05", "1-Oct-06", "1-Oct-07",
"1-Oct-08", "1-Oct-09", "1-Oct-10",
> "1-Oct-11", "1-Oct-12", "1-Oct-13",
"1-Oct-14", "1-Oct-15", "1-Oct-16",
> "1-Oct-17", "1-Oct-18", "1-Oct-85",
"1-Oct-86", "1-Oct-87", "1-Oct-88",
> "1-Oct-89", "1-Oct-90", "1-Oct-91",
"1-Oct-92", "1-Oct-93", "1-Oct-94",
> "1-Oct-95", "1-Oct-96", "1-Oct-97",
"1-Oct-98", "1-Oct-99", "1-Sep-00",
> "1-Sep-01", "1-Sep-02", "1-Sep-03",
"1-Sep-04", "1-Sep-05", "1-Sep-06",
> "1-Sep-07", "1-Sep-08", "1-Sep-09",
"1-Sep-10", "1-Sep-11", "1-Sep-12",
> "1-Sep-13", "1-Sep-14", "1-Sep-15",
"1-Sep-16", "1-Sep-17", "1-Sep-18",
> "1-Sep-86", "1-Sep-87", "1-Sep-88",
"1-Sep-89", "1-Sep-90", "1-Sep-91",
> "1-Sep-92", "1-Sep-93", "1-Sep-94",
"1-Sep-95", "1-Sep-96", "1-Sep-97",
> "1-Sep-98", "1-Sep-99"), class = "factor"),
Var1 = c(150L, 140L,
> 148L, 157L, 105L, 132L, 123L, 139L, 128L, 174L, 152L, 137L, 143L,
> 159L, 126L, 142L, 122L, 165L, 122L, 136L, 146L, 128L, 139L, 124L,
> 128L, 128L, 133L, 143L, 126L, 135L, 137L, 151L, 125L, 123L, 135L,
> 132L, 128L, 139L, 121L, 134L, 103L, 124L, 124L, 135L, 121L, 118L,
> 134L, 116L, 123L, 106L, 93L, 145L, 105L, 134L, 122L, 124L, 133L,
> 128L, 134L, 134L, 116L, 111L, 124L, 104L, 127L, 127L, 121L, 110L,
> 120L, 128L, 133L, 112L, 122L, 117L, 121L, 114L, 114L, 133L, 127L,
> 133L, 120L, 148L, 132L, 133L, 152L, 138L, 128L, 127L, 107L, 134L,
> 130L, 136L, 125L, 140L, 127L, 113L, 118L, 106L, 106L, 97L, 108L,
> 116L, 111L, 131L, 114L, 139L, 133L, 121L, 146L, 143L, 139L, 131L,
> 117L, 137L, 143L, 138L, 109L, 145L, 127L, 122L, 129L, 124L, 120L,
> 96L, 115L, 114L, 121L, 126L, 119L, 125L, 124L, 119L, 133L, 103L,
> 106L, 120L, 107L, 113L, 115L, 131L, 108L, 121L, 99L, 102L, 113L,
> 108L, 105L, 118L, 98L, 100L, 101L, 119L, 91L, 112L, 91L, 105L,
> 115L, 93L, 106L, 87L, 69L, 89L, 91L, 89L, 82L, 85L, 89L, 75L,
> 88L, 72L, 72L, 70L, 57L, 90L, 95L, 102L, 109L, 84L, 88L, 70L,
> 103L, 94L, 100L, 91L, 68L, 90L, 81L, 117L, 102L, 86L, 78L, 95L,
> 79L, 82L, 82L, 87L, 79L, 87L, 83L, 78L, 74L, 78L, 81L, 74L, 77L,
> 69L, 78L, 73L, 62L, 56L, 63L, 70L, 60L, 64L, 67L, 60L, 81L, 57L,
> 64L, 67L, 67L, 69L, 90L, 70L, 62L, 79L, 69L, 66L, 66L, 64L, 58L,
> 64L, 50L, 72L, 59L, 77L, 78L, 64L, 78L, 50L, 60L, 58L, 59L, 60L,
> 44L, 54L, 51L, 52L, 59L, 59L, 63L, 65L, 62L, 66L, 57L, 48L, 59L,
> 53L, 46L, 53L, 58L, 57L, 66L, 46L, 48L, 41L, 57L, 55L, 50L, 49L,
> 60L, 66L, 60L, 66L, 57L, 57L, 64L, 61L, 58L, 66L, 53L, 56L, 66L,
> 55L, 56L, 83L, 71L, 72L, 54L, 51L, 52L, 60L, 49L, 64L, 72L, 67L,
> 59L, 66L, 56L, 63L, 73L, 56L, 57L, 53L, 54L, 56L, 56L, 80L, 70L,
> 73L, 53L, 71L, 68L, 47L, 59L, 79L, 49L, 67L, 70L, 64L, 66L, 69L,
> 52L, 66L, 57L, 52L, 57L, 59L, 49L, 70L, 54L, 60L, 63L, 72L, 69L,
> 62L, 52L, 49L, 64L, 49L, 48L, 65L, 63L, 52L, 54L, 70L, 48L, 45L,
> 48L, 47L, 42L, 50L, 38L, 57L, 51L, 38L, 42L, 50L, 54L, 56L, 59L,
> 40L, 50L, 43L, 35L, 43L, 39L, 31L, 32L, 39L, 40L, 33L, 35L, 41L,
> 38L, 39L, 28L, 39L, 32L, 39L, 35L, 31L, 32L, 38L, 30L, 21L, 33L,
> 37L, 28L, 34L, 30L, 37L, 34L, 38L, 34L, 34L, 38L, 33L, 33L, 27L,
> 18L, 33L), Var2 = c(821273L, 625955L, 809990L, 729112L, 532151L,
> 725098L, 619868L, 704282L, 580952L, 975656L, 783082L, 678787L,
> 685767L, 784148L, 628750L, 696202L, 695546L, 907842L, 554405L,
> 770651L, 746794L, 738427L, 756031L, 677908L, 707298L, 617374L,
> 760057L, 842253L, 680889L, 731068L, 833567L, 882259L, 695913L,
> 741626L, 773759L, 746727L, 696405L, 714477L, 688004L, 767584L,
> 674190L, 730536L, 733525L, 857631L, 750634L, 678859L, 792624L,
> 594360L, 638948L, 695963L, 553269L, 975142L, 692757L, 902180L,
> 806432L, 881918L, 847507L, 820608L, 704557L, 790379L, 700958L,
> 702484L, 781250L, 611012L, 761236L, 815931L, 759334L, 647436L,
> 738675L, 755135L, 762259L, 686818L, 736825L, 779627L, 728106L,
> 626037L, 609227L, 710760L, 769409L, 829428L, 693645L, 860311L,
> 673870L, 633099L, 735438L, 618685L, 697920L, 695360L, 555367L,
> 655665L, 723109L, 772520L, 686184L, 791464L, 745570L, 659855L,
> 505423L, 628448L, 452854L, 537319L, 583909L, 638940L, 649767L,
> 699971L, 688656L, 794720L, 711849L, 610735L, 750121L, 856431L,
> 760421L, 766238L, 748331L, 751135L, 949228L, 925412L, 701986L,
> 836017L, 796566L, 683700L, 795191L, 708331L, 634132L, 496022L,
> 676314L, 668954L, 712050L, 739238L, 674401L, 668638L, 693023L,
> 702984L, 706872L, 595021L, 588132L, 549140L, 629381L, 623842L,
> 605154L, 762123L, 635163L, 596381L, 478583L, 527694L, 582280L,
> 576937L, 609620L, 514848L, 531708L, 559237L, 597501L, 542658L,
> 449916L, 541199L, 422740L, 520411L, 550272L, 470397L, 471954L,
> 400365L, 306711L, 445820L, 520121L, 492774L, 424645L, 384204L,
> 480749L, 320850L, 625051L, 459398L, 376164L, 400453L, 322230L,
> 503949L, 509943L, 578626L, 611236L, 459764L, 488844L, 421423L,
> 549084L, 505593L, 531538L, 535442L, 400745L, 524029L, 485794L,
> 629792L, 572611L, 542791L, 457679L, 599733L, 503070L, 529176L,
> 448977L, 543827L, 420837L, 534159L, 452072L, 380600L, 422340L,
> 456238L, 448117L, 349250L, 463418L, 451798L, 422773L, 469039L,
> 401945L, 371124L, 426345L, 512084L, 376136L, 338565L, 398287L,
> 348028L, 540228L, 370901L, 382410L, 380287L, 518778L, 434662L,
> 633628L, 383930L, 409503L, 449935L, 314311L, 309324L, 311242L,
> 390780L, 252049L, 348992L, 286589L, 413858L, 318478L, 434770L,
> 358908L, 337788L, 349755L, 244330L, 293098L, 378302L, 350259L,
> 267338L, 245683L, 337204L, 257568L, 306317L, 314226L, 349265L,
> 387763L, 383584L, 318554L, 402885L, 299765L, 295652L, 285204L,
> 350783L, 262768L, 347901L, 402663L, 289501L, 391287L, 295352L,
> 238815L, 330207L, 370494L, 262839L, 265180L, 323103L, 369609L,
> 327294L, 407061L, 352180L, 398966L, 272813L, 289250L, 249749L,
> 269799L, 253926L, 212019L, 299012L, 232329L, 232591L, 226118L,
> 359578L, 350889L, 333566L, 289996L, 314330L, 355278L, 343200L,
> 263987L, 360194L, 375162L, 449485L, 310118L, 385856L, 255153L,
> 289999L, 387187L, 293586L, 362148L, 268204L, 293395L, 312468L,
> 292847L, 343747L, 311347L, 387747L, 249736L, 338624L, 334526L,
> 228124L, 299618L, 367627L, 197001L, 273961L, 339628L, 305371L,
> 321103L, 307636L, 180838L, 300252L, 238870L, 296085L, 299428L,
> 292380L, 220003L, 333949L, 248405L, 264780L, 300803L, 336372L,
> 338379L, 257623L, 222979L, 226364L, 349364L, 260642L, 227835L,
> 237010L, 306306L, 253793L, 169667L, 333917L, 203583L, 204326L,
> 245043L, 200200L, 206647L, 266962L, 171125L, 227414L, 209053L,
> 132254L, 126972L, 159604L, 217526L, 186575L, 274024L, 155100L,
> 182481L, 198915L, 185028L, 165374L, 167406L, 114972L, 153905L,
> 131214L, 186645L, 133336L, 195207L, 168546L, 175644L, 210364L,
> 150943L, 142076L, 128045L, 147020L, 157380L, 110542L, 143323L,
> 169639L, 136196L, 94668L, 215810L, 170180L, 162091L, 139682L,
> 175133L, 153901L, 158420L, 127673L, 177445L, 156123L, 179980L,
> 142630L, 160726L, 181325L, 92592L, 191459L), Var3 = c(1023833L,
> 924771L, 1021634L, 1043681L, 752874L, 947427L, 859879L, 999681L,
> 835358L, 1252862L, 1047489L, 974229L, 1029854L, 1115937L, 868082L,
> 972236L, 850169L, 1143772L, 805427L, 965832L, 970293L, 884963L,
> 996303L, 891808L, 900303L, 835772L, 972515L, 1003546L, 852313L,
> 987354L, 1028777L, 1117341L, 893702L, 879153L, 1029602L, 982566L,
> 886107L, 997185L, 875060L, 964200L, 810422L, 862861L, 915637L,
> 1011660L, 870443L, 864038L, 1004598L, 792715L, 869050L, 792638L,
> 689028L, 1077470L, 831436L, 988032L, 923528L, 918479L, 1018139L,
> 990291L, 980459L, 1048576L, 863124L, 854886L, 909880L, 798497L,
> 938327L, 982216L, 859205L, 827323L, 841991L, 913290L, 983918L,
> 793665L, 895188L, 906126L, 863296L, 842577L, 832591L, 976840L,
> 932345L, 981143L, 801512L, 1002306L, 931473L, 902389L, 1067539L,
> 934557L, 871256L, 883418L, 718243L, 853101L, 892091L, 959493L,
> 875254L, 992752L, 891876L, 779707L, 761433L, 758197L, 702417L,
> 694400L, 743969L, 827773L, 788336L, 891501L, 784553L, 936542L,
> 892221L, 805682L, 986109L, 997737L, 952337L, 913596L, 881975L,
> 973655L, 1042842L, 991280L, 811610L, 969744L, 871970L, 832743L,
> 896535L, 898091L, 754328L, 708464L, 757153L, 777688L, 830975L,
> 891923L, 869821L, 803335L, 882650L, 866547L, 868705L, 747149L,
> 713600L, 762138L, 735163L, 800943L, 699566L, 913384L, 738171L,
> 782984L, 667440L, 658650L, 777300L, 722849L, 721270L, 720574L,
> 649446L, 751518L, 719568L, 747856L, 611773L, 753152L, 650260L,
> 686105L, 742319L, 611929L, 640700L, 591455L, 422915L, 551312L,
> 589984L, 552638L, 427190L, 450827L, 556519L, 395846L, 590983L,
> 512959L, 452685L, 449679L, 377117L, 592666L, 630967L, 677562L,
> 744774L, 559144L, 565164L, 431371L, 661244L, 562805L, 635075L,
> 611218L, 465263L, 600953L, 570639L, 741657L, 655390L, 624346L,
> 519072L, 655233L, 573364L, 555229L, 568871L, 673415L, 562549L,
> 632082L, 648735L, 547210L, 541646L, 591035L, 573215L, 453220L,
> 500569L, 483082L, 494882L, 556911L, 400361L, 408601L, 441426L,
> 505124L, 417482L, 421750L, 417484L, 431120L, 504564L, 333542L,
> 369482L, 431832L, 475688L, 437028L, 581278L, 408507L, 383338L,
> 502921L, 392616L, 381636L, 437582L, 402350L, 342748L, 420895L,
> 304549L, 452065L, 392927L, 525972L, 474072L, 439285L, 506800L,
> 301623L, 360435L, 431918L, 406583L, 348245L, 311187L, 397553L,
> 328374L, 386618L, 359652L, 410604L, 415530L, 423691L, 387479L,
> 427504L, 361311L, 328342L, 384716L, 375293L, 337292L, 378871L,
> 369858L, 368082L, 447470L, 319699L, 309456L, 324288L, 416815L,
> 350970L, 305021L, 340379L, 415899L, 415863L, 459164L, 424415L,
> 426744L, 381180L, 421914L, 432177L, 439146L, 471412L, 358047L,
> 424430L, 439595L, 378718L, 402841L, 558536L, 475445L, 496879L,
> 386381L, 371953L, 362575L, 410119L, 307376L, 464888L, 497654L,
> 505371L, 428729L, 484825L, 340312L, 403197L, 483014L, 425448L,
> 442173L, 382614L, 365801L, 377530L, 412724L, 582561L, 497182L,
> 534839L, 372528L, 490513L, 524295L, 353328L, 435740L, 606586L,
> 339952L, 446177L, 541098L, 505165L, 471455L, 483144L, 372510L,
> 468379L, 381000L, 388039L, 448045L, 406707L, 363432L, 492507L,
> 389963L, 458037L, 446202L, 520027L, 534002L, 411419L, 382377L,
> 374016L, 489217L, 385358L, 354344L, 480102L, 486111L, 396875L,
> 424706L, 549349L, 331376L, 327566L, 364968L, 365715L, 327275L,
> 368299L, 277930L, 416003L, 393085L, 322959L, 306650L, 401742L,
> 420621L, 429129L, 462222L, 335711L, 416480L, 338851L, 329130L,
> 338371L, 310220L, 255807L, 258337L, 319225L, 331696L, 276512L,
> 288625L, 329139L, 311016L, 332946L, 231066L, 315569L, 251276L,
> 255198L, 294448L, 251216L, 262122L, 322465L, 230834L, 164729L,
> 272468L, 267101L, 223642L, 273754L, 262820L, 299455L, 282714L,
> 290049L, 277035L, 270754L, 315434L, 267553L, 273266L, 231968L,
> 145726L, 270737L), Var4 = c(1842916L, 1650947L, 1826792L, 1868854L,
> 1349682L, 1700705L, 1553206L, 1789866L, 1481587L, 2260812L, 1875500L,
> 1757982L, 1844106L, 2015221L, 1559047L, 1747566L, 1547336L, 2068885L,
> 1434585L, 1754398L, 1751677L, 1605872L, 1791263L, 1606000L, 1622632L,
> 1501355L, 1751479L, 1813795L, 1534006L, 1763481L, 1862021L, 2011101L,
> 1579945L, 1582041L, 1845277L, 1774748L, 1604085L, 1798036L, 1581748L,
> 1747547L, 1474606L, 1553108L, 1662061L, 1832545L, 1555462L, 1560721L,
> 1803880L, 1421983L, 1705225L, 1570989L, 1370337L, 2130208L, 1648356L,
> 1967994L, 1840196L, 1814451L, 2018955L, 1953286L, 1943577L, 2068666L,
> 1709487L, 1707015L, 1816645L, 1592986L, 1852489L, 1947445L, 1705050L,
> 1626904L, 1661471L, 1810373L, 1935931L, 1564800L, 1770490L, 1793351L,
> 1704562L, 1657873L, 1624573L, 1891007L, 1842884L, 1940814L, 1598949L,
> 1995798L, 1844261L, 1783182L, 2300414L, 2035373L, 1897734L, 1927624L,
> 1576325L, 1864730L, 1945731L, 2087827L, 1887315L, 2160582L, 1940982L,
> 1709248L, 1641578L, 1651927L, 1523934L, 1520967L, 1615398L, 1796216L,
> 1709032L, 1929426L, 1715439L, 2042236L, 1922861L, 1752159L, 2120420L,
> 2176839L, 2056198L, 1978545L, 1917299L, 2087989L, 2287761L, 2165191L,
> 1765206L, 2101615L, 1886381L, 1800709L, 1932399L, 1938540L, 1624589L,
> 1515305L, 1636013L, 1678695L, 1805357L, 1920032L, 1869846L, 1733193L,
> 1911342L, 1879654L, 1888584L, 1617636L, 1553308L, 1766792L, 1708563L,
> 1866907L, 1619900L, 2131880L, 1723028L, 1804310L, 1561439L, 1532808L,
> 1799613L, 1669279L, 1695310L, 1793913L, 1640780L, 1887981L, 1824651L,
> 1855067L, 1546987L, 1893343L, 1615038L, 1713931L, 1841102L, 1552554L,
> 1609310L, 1471592L, 1057635L, 1394483L, 1478938L, 1400849L, 1092941L,
> 1127207L, 1410334L, 985857L, 1502482L, 1282296L, 1131903L, 1134120L,
> 944486L, 1492348L, 1544775L, 1704514L, 1844986L, 1394241L, 1419907L,
> 1102451L, 1678210L, 1416968L, 1586854L, 1531570L, 1177832L, 1522673L,
> 1437979L, 1854961L, 1643220L, 1585851L, 1329138L, 1660453L, 1455096L,
> 1418685L, 1445048L, 1695041L, 1416778L, 1604949L, 1612551L, 1384783L,
> 1369524L, 1502777L, 1430407L, 1143067L, 1375883L, 1332591L, 1361450L,
> 1509461L, 1111893L, 1122316L, 1198293L, 1371022L, 1131783L, 1216891L,
> 1201775L, 1251192L, 1468533L, 971716L, 1080623L, 1243478L, 1380687L,
> 1252032L, 1685018L, 1186716L, 1110004L, 1448460L, 1142144L, 1108305L,
> 1262013L, 1177100L, 975649L, 1223630L, 872010L, 1291482L, 1130856L,
> 1565162L, 1453895L, 1346179L, 1511057L, 933375L, 1123020L, 1316433L,
> 1238018L, 1094457L, 1021577L, 1236134L, 1035408L, 1242196L, 1160343L,
> 1344770L, 1334352L, 1322612L, 1243856L, 1369881L, 1101393L, 1068661L,
> 1242855L, 1181028L, 1068507L, 1198975L, 1155222L, 1282687L, 1578816L,
> 1099740L, 1055999L, 1110803L, 1387463L, 1211896L, 1032759L, 1147958L,
> 1453268L, 1598432L, 1712287L, 1558504L, 1606923L, 1393160L, 1547333L,
> 1573425L, 1616768L, 1759911L, 1328534L, 1568315L, 1640106L, 1485560L,
> 1594149L, 2158755L, 1907469L, 1950358L, 1514739L, 1504915L, 1463329L,
> 1612138L, 1272940L, 1820813L, 1961831L, 2001256L, 1615047L, 1881349L,
> 1280810L, 1535983L, 1868300L, 1597679L, 1668499L, 1636259L, 1558331L,
> 1620336L, 1774802L, 2464370L, 2173591L, 2324146L, 1622177L, 2095321L,
> 2353130L, 1678844L, 1908599L, 2661533L, 1523244L, 2089773L, 2456706L,
> 2291627L, 2112795L, 2146462L, 1708033L, 2082991L, 1868523L, 1870792L,
> 2163766L, 1965448L, 1740014L, 2384685L, 1859087L, 2227283L, 2082207L,
> 2435339L, 2437914L, 1938528L, 1975502L, 1891861L, 2447307L, 1998905L,
> 1788622L, 2416936L, 2471771L, 2023577L, 2129774L, 2756620L, 1669619L,
> 1679035L, 1879060L, 1893919L, 1653989L, 1877943L, 1389847L, 2102051L,
> 1982800L, 1609563L, 1534998L, 2031637L, 2090443L, 2146740L, 2306902L,
> 1704790L, 2067778L, 1676170L, 1664308L, 1649995L, 1586174L, 1320104L,
> 1356841L, 1590752L, 1683829L, 1385250L, 1441666L, 1653611L, 1558089L,
> 1669990L, 1163876L, 1572544L, 1255959L, 1259118L, 1479161L, 1278374L,
> 1336800L, 1606781L, 1171646L, 851189L, 1385792L, 1344448L, 1115996L,
> 1366224L, 1340041L, 1527343L, 1408925L, 1454184L, 1424354L, 1381617L,
> 1558428L, 1353706L, 1386354L, 1189991L, 763254L, 1386571L), Var5 >
structure(c(1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 167L, 1L, 1L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 1L, 167L, 1L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L,
> 167L, 167L, 167L, 167L, 167L, 167L, 167L, 167L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 103L, 120L, 115L, 118L, 92L,
> 102L, 108L, 97L, 113L, 128L, 117L, 122L, 125L, 126L, 139L, 131L,
> 112L, 129L, 127L, 79L, 116L, 124L, 104L, 98L, 93L, 82L, 100L,
> 123L, 83L, 88L, 66L, 68L, 101L, 41L, 81L, 119L, 99L, 84L, 47L,
> 85L, 31L, 38L, 58L, 46L, 90L, 43L, 48L, 91L, 32L, 54L, 78L, 87L,
> 53L, 33L, 55L, 57L, 13L, 69L, 10L, 77L, 52L, 161L, 153L, 145L,
> 147L, 9L, 155L, 138L, 156L, 130L, 136L, 148L, 145L, 15L, 4L,
> 163L, 3L, 72L, 109L, 11L, 63L, 39L, 110L, 107L, 105L, 50L, 71L,
> 73L, 51L, 60L, 67L, 70L, 61L, 37L, 75L, 18L, 95L, 5L, 45L, 7L,
> 34L, 44L, 24L, 164L, 56L, 2L, 40L, 78L, 30L, 36L, 65L, 166L,
> 17L, 22L, 62L, 19L, 16L, 162L, 25L, 14L, 159L, 8L, 12L, 149L,
> 6L, 158L, 165L, 157L, 143L, 150L, 146L, 142L, 144L, 152L, 96L,
> 80L, 26L, 140L, 114L, 154L, 42L, 28L, 76L, 29L, 160L, 86L, 89L,
> 121L, 27L, 59L, 64L, 49L, 135L, 151L, 111L, 74L, 134L, 35L, 106L,
> 94L, 23L, 21L, 20L, 137L, 132L, 133L, 141L), .Label = c("0",
> "1004", "1017", "1025", "1029",
"1032", "1034", "1052", "1093",
> "1094", "1096", "1097", "1102",
"1108", "1137", "1140", "1149",
> "1151", "1156", "117", "121",
"1216", "122", "1223", "1229",
> "123", "124", "128", "131",
"1332", "1336", "1356", "1371",
"1376",
> "138", "1381", "1428", "1446",
"1448", "1473", "1478", "148",
> "1502", "1506", "1516", "1536",
"1551", "1556", "156", "1569",
> "1582", "1598", "1610", "1659",
"1686", "1703", "1731", "1733",
> "174", "1741", "1750", "1755",
"1783", "179", "1794", "1799",
> "1800", "1805", "1816", "1819",
"1874", "1876", "1879", "188",
> "1883", "189", "1899", "1908",
"1928", "195", "1963", "2005",
> "2006", "2013", "2041", "206",
"2074", "2076", "208", "2193",
> "2201", "2260", "2294", "230",
"2324", "233", "2373", "2388",
> "2478", "2491", "2509", "2535",
"2537", "2556", "2599", "260",
> "2648", "2651", "2657", "2677",
"268", "2836", "2844", "286",
> "2942", "2944", "2990", "3006",
"3086", "3124", "314", "3177",
> "3230", "3287", "3355", "3390",
"3441", "3455", "3469", "352",
> "3533", "369", "376", "381",
"384", "394", "397", "413",
"4288",
> "45", "451", "459", "478",
"524", "529", "549", "569",
"583",
> "638", "643", "65", "650",
"720", "74", "757", "761",
"819",
> "824", "839", "86", "861",
"865", "881", "898", "924",
"984",
> "NULL"), class = "factor"), Var6 = structure(c(2L, 2L,
2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 2L, 2L, 2L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 2L, 1L, 2L, 1L, 2L,
> 2L, 2L, 2L, 1L, 1L, 2L, 2L, 2L, 1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
> 2L, 1L, 2L, 1L, 2L, 2L, 2L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L), .Label =
c("0",
> "NULL"), class = "factor"), Var7 = c(0L, 0L, 0L, 0L,
0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
> 0L, 0L, 0L, 0L, 0L, 509986L, 457334L, 423431L, 491864L, 291347L,
> 348557L, 415865L, 392211L, 335553L, 298921L, 383274L, 316046L,
> 373400L, 346341L, 389709L, 401434L, 409913L, 374109L, 412340L,
> 351334L, 318191L, 371280L, 362450L, 326204L, 365452L, 359126L,
> 353572L, 432630L, 308945L, 298529L, 314237L, 397880L, 339472L,
> 294810L, 328184L, 399537L, 400889L, 442645L, 407200L, 411296L,
> 367262L, 407430L, 417298L, 422888L, 453429L, 344743L, 408298L,
> 422106L, 363156L, 387085L, 536751L, 458335L, 478253L, 371372L,
> 355103L, 351371L, 396376L, 295519L, 447933L, 478155L, 486481L,
> 413681L, 467253L, 327260L, 386971L, 467136L, 411711L, 426864L,
> 369899L, 355287L, 365007L, 397091L, 561952L, 477049L, 513256L,
> 357575L, 470663L, 505672L, 340253L, 418327L, 582188L, 326354L,
> 427588L, 517728L, 485881L, 453163L, 463697L, 357187L, 449418L,
> 365614L, 372260L, 431281L, 390126L, 347262L, 472019L, 374950L,
> 440093L, 428659L, 494099L, 507023L, 395678L, 366396L, 358862L,
> 469883L, 369744L, 341466L, 461598L, 466752L, 381354L, 407277L,
> 527482L, 317936L, 314390L, 351180L, 351920L, 315951L, 354029L,
> 267565L, 399528L, 377080L, 310084L, 294011L, 385220L, 406141L,
> 412094L, 444809L, 321582L, 399966L, 326061L, 315964L, 323720L,
> 297622L, 244843L, 247743L, 306002L, 318435L, 266651L, 277154L,
> 314510L, 297403L, 319653L, 222712L, 301423L, 240825L, 244846L,
> 282070L, 241318L, 252998L, 310381L, 221844L, 159100L, 261463L,
> 256824L, 214117L, 263015L, 253039L, 289615L, 272659L, 279316L,
> 267969L, 262087L, 304361L, 258202L, 262335L, 221760L, 139884L,
> 260220L), Var8 = structure(c(1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 1L, 1L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 1L, 1L,
> 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 169L,
> 1L, 1L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 1L, 169L, 1L, 169L,
> 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L, 169L,
> 169L, 169L, 169L, 169L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
> 1L, 1L, 162L, 143L, 130L, 158L, 30L, 68L, 125L, 104L, 61L, 37L,
> 98L, 49L, 93L, 66L, 102L, 113L, 119L, 94L, 123L, 70L, 51L, 90L,
> 81L, 57L, 84L, 80L, 73L, 135L, 41L, 36L, 44L, 108L, 62L, 32L,
> 60L, 110L, 112L, 137L, 115L, 120L, 87L, 117L, 126L, 129L, 142L,
> 65L, 118L, 128L, 82L, 101L, 166L, 144L, 155L, 91L, 75L, 71L,
> 106L, 33L, 139L, 154L, 157L, 124L, 149L, 59L, 100L, 148L, 121L,
> 131L, 89L, 76L, 83L, 107L, 167L, 153L, 163L, 78L, 151L, 160L,
> 63L, 127L, 168L, 58L, 132L, 164L, 156L, 141L, 146L, 77L, 140L,
> 85L, 92L, 134L, 103L, 67L, 152L, 95L, 136L, 133L, 159L, 161L,
> 105L, 86L, 79L, 150L, 88L, 64L, 145L, 147L, 97L, 116L, 165L,
> 50L, 45L, 69L, 72L, 47L, 74L, 23L, 109L, 96L, 42L, 31L, 99L,
> 114L, 122L, 138L, 54L, 111L, 56L, 48L, 55L, 35L, 10L, 12L, 40L,
> 52L, 22L, 26L, 46L, 34L, 53L, 7L, 38L, 8L, 11L, 28L, 9L, 13L,
> 43L, 6L, 3L, 18L, 15L, 4L, 21L, 14L, 29L, 25L, 27L, 24L, 19L,
> 39L, 16L, 20L, 5L, 2L, 17L), .Label = c("0", "139884",
"159100",
> "214117", "221760", "221844",
"222712", "240825", "241318", "244843",
> "244846", "247743", "252998",
"253039", "256824", "258202", "260220",
> "261463", "262087", "262335",
"263015", "266651", "267565", "267969",
> "272659", "277154", "279316",
"282070", "289615", "291347", "294011",
> "294810", "295519", "297403",
"297622", "298529", "298921", "301423",
> "304361", "306002", "308945",
"310084", "310381", "314237", "314390",
> "314510", "315951", "315964",
"316046", "317936", "318191", "318435",
> "319653", "321582", "323720",
"326061", "326204", "326354", "327260",
> "328184", "335553", "339472",
"340253", "341466", "344743", "346341",
> "347262", "348557", "351180",
"351334", "351371", "351920", "353572",
> "354029", "355103", "355287",
"357187", "357575", "358862", "359126",
> "362450", "363156", "365007",
"365452", "365614", "366396", "367262",
> "369744", "369899", "371280",
"371372", "372260", "373400", "374109",
> "374950", "377080", "381354",
"383274", "385220", "386971", "387085",
> "389709", "390126", "392211",
"395678", "396376", "397091", "397880",
> "399528", "399537", "399966",
"400889", "401434", "406141", "407200",
> "407277", "407430", "408298",
"409913", "411296", "411711", "412094",
> "412340", "413681", "415865",
"417298", "418327", "422106", "422888",
> "423431", "426864", "427588",
"428659", "431281", "432630", "440093",
> "442645", "444809", "447933",
"449418", "453163", "453429", "457334",
> "458335", "461598", "463697",
"466752", "467136", "467253", "469883",
> "470663", "472019", "477049",
"478155", "478253", "485881", "486481",
> "491864", "494099", "505672",
"507023", "509986", "513256", "517728",
> "527482", "536751", "561952",
"582188", "NULL"), class = "factor")), class
> = "data.frame", row.names = c(NA,
> -402L))
>>
> Any help and/or guidance will be greatly appreciated,
> 
> Cheers,
> 
> Paul
> 
> 	[[alternative HTML version deleted]]
> 
> ______________________________________________
> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see
> https://stat.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide
http://www.R-project.org/posting-guide.html
> and provide commented, minimal, self-contained, reproducible code.
>

R help - May 2019 - Subsetting Data from a Dataframe

[R] Subsetting Data from a Dataframe

[R] Subsetting Data from a Dataframe

[R] Subsetting Data from a Dataframe