Marna Wagley
2019-Sep-04 20:37 UTC
[R] creating a line plot for time series data for several years
Hi R Users, I have been getting a trouble to create a time series plot (line) as I was trying to create a line graph for each year using month and date (in x axis). I would like to put only one x axis (month and date) for three years using the facet_grid, but it has not been creating a lineplot for me. I wanted to compare (visually) whether the date of observing of the population vary by year. I used the following code but did not plot for me any line. Is there any possibility to create the lines for each year? A sample of the data is given for your information. daT$DATE<-format(as.Date(daT$date), format="%m/%d") Ab<-ggplot(daT, aes(x= as.factor(DATE), y=abundance, colour=site)) + geom_line() + theme_bw() Ab+facet_grid(year~.)+theme(axis.text.x = element_text(angle = 90, hjust 1, size=4)) ### daT<-structure(list(year = c(2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L), date = structure(c(231L, 232L, 233L, 234L, 235L, 236L, 237L, 238L, 239L, 240L, 241L, 242L, 243L, 244L, 245L, 246L, 247L, 248L, 249L, 250L, 251L, 252L, 253L, 254L, 255L, 256L, 257L, 258L, 259L, 260L, 261L, 262L, 263L, 264L, 265L, 266L, 267L, 268L, 269L, 270L, 271L, 272L, 273L, 274L, 275L, 276L, 277L, 278L, 279L, 280L, 281L, 282L, 283L, 284L, 285L, 286L, 287L, 288L, 289L, 290L, 291L, 292L, 293L, 294L, 295L, 296L, 297L, 298L, 299L, 300L, 301L, 302L, 303L, 304L, 305L, 306L, 307L, 308L, 309L, 310L, 311L, 312L, 313L, 314L, 315L, 316L, 317L, 318L, 319L, 320L, 321L, 322L, 323L, 324L, 325L, 326L, 327L, 328L, 118L, 119L, 120L, 121L, 122L, 123L, 124L, 125L, 126L, 127L, 128L, 129L, 130L, 131L, 131L, 132L, 132L, 133L, 133L, 134L, 135L, 135L, 136L, 136L, 137L, 138L, 138L, 139L, 140L, 141L, 142L, 143L, 144L, 145L, 146L, 146L, 147L, 148L, 149L, 150L, 151L, 152L, 153L, 154L, 155L, 156L, 157L, 157L, 158L, 158L, 159L, 159L, 160L, 160L, 161L, 162L, 163L, 164L, 164L, 165L, 165L, 166L, 166L, 167L, 167L, 168L, 168L, 169L, 170L, 170L, 171L, 171L, 172L, 172L, 173L, 173L, 174L, 174L, 175L, 175L, 176L, 176L, 177L, 178L, 178L, 179L, 179L, 180L, 180L, 181L, 182L, 183L, 183L, 184L, 184L, 185L, 186L, 187L, 188L, 188L, 189L, 190L, 190L, 191L, 191L, 192L, 193L, 194L, 195L, 195L, 196L, 196L, 197L, 197L, 198L, 198L, 199L, 199L, 200L, 201L, 201L, 202L, 203L, 203L, 204L, 205L, 206L, 207L, 208L, 209L, 210L, 211L, 212L, 213L, 214L, 215L, 216L, 217L, 218L, 219L, 220L, 221L, 222L, 223L, 224L, 225L, 226L, 227L, 228L, 229L, 230L, 230L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 9L, 10L, 11L, 12L, 12L, 13L, 13L, 14L, 14L, 15L, 16L, 16L, 17L, 17L, 18L, 19L, 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 27L, 28L, 28L, 29L, 30L, 31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 38L, 39L, 40L, 40L, 41L, 41L, 42L, 43L, 44L, 45L, 46L, 47L, 47L, 48L, 49L, 50L, 51L, 52L, 52L, 53L, 54L, 55L, 56L, 57L, 58L, 59L, 59L, 60L, 61L, 62L, 63L, 63L, 64L, 65L, 66L, 67L, 68L, 68L, 69L, 70L, 71L, 72L, 72L, 73L, 73L, 74L, 74L, 75L, 76L, 76L, 77L, 78L, 78L, 79L, 80L, 81L, 82L, 83L, 84L, 85L, 85L, 86L, 87L, 87L, 88L, 89L, 90L, 91L, 92L, 92L, 93L, 94L, 94L, 95L, 96L, 96L, 97L, 98L, 98L, 99L, 100L, 100L, 101L, 101L, 102L, 102L, 103L, 104L, 104L, 105L, 106L, 106L, 107L, 107L, 108L, 109L, 110L, 110L, 111L, 111L, 112L, 113L, 114L, 114L, 115L, 116L, 117L), .Label = c("2016-06-01", "2016-06-06", "2016-06-12", "2016-06-14", "2016-06-16", "2016-06-17", "2016-06-18", "2016-06-19", "2016-06-21", "2016-06-22", "2016-06-23", "2016-06-24", "2016-06-26", "2016-06-27", "2016-06-28", "2016-06-30", "2016-07-01", "2016-07-03", "2016-07-05", "2016-07-07", "2016-07-08", "2016-07-09", "2016-07-11", "2016-07-12", "2016-07-14", "2016-07-16", "2016-07-17", "2016-07-18", "2016-07-19", "2016-07-20", "2016-07-21", "2016-07-22", "2016-07-23", "2016-07-25", "2016-07-26", "2016-07-27", "2016-07-28", "2016-07-29", "2016-07-30", "2016-08-01", "2016-08-02", "2016-08-03", "2016-08-04", "2016-08-05", "2016-08-06", "2016-08-07", "2016-08-08", "2016-08-09", "2016-08-10", "2016-08-11", "2016-08-12", "2016-08-13", "2016-08-14", "2016-08-15", "2016-08-16", "2016-08-18", "2016-08-19", "2016-08-20", "2016-08-21", "2016-08-25", "2016-08-26", "2016-08-28", "2016-09-02", "2016-09-04", "2016-09-05", "2016-09-06", "2016-09-07", "2016-09-08", "2016-09-09", "2016-09-10", "2016-09-11", "2016-09-12", "2016-09-13", "2016-09-14", "2016-09-17", "2016-09-18", "2016-09-19", "2016-09-20", "2016-09-23", "2016-09-24", "2016-09-26", "2016-09-27", "2016-09-28", "2016-09-29", "2016-09-30", "2016-10-02", "2016-10-03", "2016-10-04", "2016-10-05", "2016-10-06", "2016-10-08", "2016-10-09", "2016-10-11", "2016-10-12", "2016-10-13", "2016-10-14", "2016-10-15", "2016-10-16", "2016-10-18", "2016-10-19", "2016-10-20", "2016-10-21", "2016-10-22", "2016-10-23", "2016-10-24", "2016-10-25", "2016-10-27", "2016-10-28", "2016-10-29", "2016-10-30", "2016-10-31", "2016-11-01", "2016-11-02", "2016-11-07", "2016-11-17", "2016-11-25", "2016-11-27", "2017-06-19", "2017-07-06", "2017-07-08", "2017-07-12", "2017-07-17", "2017-07-18", "2017-07-20", "2017-07-21", "2017-07-22", "2017-07-23", "2017-07-24", "2017-07-25", "2017-07-26", "2017-07-27", "2017-07-29", "2017-07-31", "2017-08-01", "2017-08-02", "2017-08-03", "2017-08-04", "2017-08-05", "2017-08-07", "2017-08-09", "2017-08-10", "2017-08-13", "2017-08-15", "2017-08-16", "2017-08-17", "2017-08-18", "2017-08-20", "2017-08-24", "2017-08-25", "2017-08-26", "2017-08-28", "2017-08-29", "2017-09-03", "2017-09-04", "2017-09-06", "2017-09-08", "2017-09-10", "2017-09-11", "2017-09-12", "2017-09-14", "2017-09-15", "2017-09-16", "2017-09-17", "2017-09-18", "2017-09-19", "2017-09-21", "2017-09-22", "2017-09-23", "2017-09-24", "2017-09-25", "2017-09-26", "2017-09-27", "2017-09-28", "2017-09-29", "2017-09-30", "2017-10-01", "2017-10-02", "2017-10-03", "2017-10-04", "2017-10-06", "2017-10-07", "2017-10-08", "2017-10-10", "2017-10-11", "2017-10-12", "2017-10-14", "2017-10-15", "2017-10-16", "2017-10-19", "2017-10-20", "2017-10-22", "2017-10-23", "2017-10-24", "2017-10-25", "2017-10-26", "2017-10-27", "2017-10-28", "2017-10-29", "2017-10-30", "2017-10-31", "2017-11-01", "2017-11-02", "2017-11-03", "2017-11-04", "2017-11-05", "2017-11-06", "2017-11-07", "2017-11-09", "2017-11-10", "2017-11-11", "2017-11-13", "2017-11-16", "2017-11-17", "2017-11-21", "2017-11-22", "2017-11-23", "2017-11-27", "2017-11-28", "2017-11-29", "2017-11-30", "2017-12-02", "2017-12-03", "2017-12-05", "2017-12-09", "2017-12-10", "2017-12-11", "2017-12-13", "2017-12-14", "2017-12-20", "2017-12-21", "2018-07-03", "2018-07-06", "2018-07-07", "2018-07-08", "2018-07-09", "2018-07-10", "2018-07-11", "2018-07-12", "2018-07-13", "2018-07-14", "2018-07-16", "2018-07-18", "2018-07-19", "2018-07-20", "2018-07-21", "2018-07-22", "2018-07-24", "2018-07-25", "2018-07-26", "2018-07-27", "2018-07-28", "2018-07-29", "2018-07-30", "2018-07-31", "2018-08-01", "2018-08-02", "2018-08-03", "2018-08-04", "2018-08-05", "2018-08-07", "2018-08-08", "2018-08-09", "2018-08-10", "2018-08-11", "2018-08-12", "2018-08-13", "2018-08-14", "2018-08-15", "2018-08-16", "2018-08-17", "2018-08-18", "2018-08-20", "2018-08-24", "2018-08-26", "2018-08-27", "2018-08-28", "2018-08-29", "2018-08-30", "2018-08-31", "2018-09-02", "2018-09-03", "2018-09-04", "2018-09-05", "2018-09-06", "2018-09-07", "2018-09-08", "2018-09-09", "2018-09-10", "2018-09-11", "2018-09-12", "2018-09-13", "2018-09-14", "2018-09-15", "2018-09-17", "2018-09-18", "2018-09-19", "2018-09-20", "2018-09-21", "2018-09-22", "2018-09-23", "2018-09-24", "2018-09-26", "2018-09-27", "2018-09-28", "2018-09-29", "2018-09-30", "2018-10-01", "2018-10-02", "2018-10-03", "2018-10-05", "2018-10-06", "2018-10-08", "2018-10-09", "2018-10-10", "2018-10-12", "2018-10-13", "2018-10-14", "2018-10-17", "2018-10-18", "2018-10-19", "2018-10-22", "2018-10-27", "2018-10-28", "2018-10-29", "2018-11-01", "2018-11-03", "2018-11-04", "2018-11-05" ), class = "factor"), abundance = c(0, 2, 5, 6, 6, 7, 7, 7, 7, 9, 11, 13, 13, 13, 13, 14, 15, 15, 16, 17, 17, 18, 18, 19, 22, 23, 24, 25, 29, 31, 32, 34, 36, 36, 37, 37, 38, 39, 40, 40, 40, 40, 40, 41, 41, 41, 44, 44, 44, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 1, 2, 2, 2, 3, 4, 5, 6, 6, 6, 7, 9, 10, 11, 12, 14, 14, 15, 15, 16, 18, 19, 21, 22, 24, 25, 25, 26, 27, 28, 29, 30, 31, 31, 33, 33, 35, 36, 37, 38, 39, 40, 40, 40, 40, 40, 40, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 0, 1, 2, 3, 4, 4, 5, 6, 6, 7, 7, 7, 8, 8, 8, 9, 10, 10, 10, 10, 11, 11, 12, 12, 12, 13, 13, 13, 14, 14, 14, 14, 15, 16, 18, 19, 20, 21, 21, 21, 21, 21, 24, 25, 26, 28, 29, 31, 32, 33, 34, 35, 35, 35, 36, 36, 37, 39, 41, 42, 42, 43, 43, 43, 44, 44, 45, 47, 47, 47, 47, 48, 49, 49, 50, 50, 50, 50, 50, 50, 51, 52, 52, 52, 52, 52, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55), DATE = c("07/03", "07/06", "07/07", "07/08", "07/09", "07/10", "07/11", "07/12", "07/13", "07/14", "07/16", "07/18", "07/19", "07/20", "07/21", "07/22", "07/24", "07/25", "07/26", "07/27", "07/28", "07/29", "07/30", "07/31", "08/01", "08/02", "08/03", "08/04", "08/05", "08/07", "08/08", "08/09", "08/10", "08/11", "08/12", "08/13", "08/14", "08/15", "08/16", "08/17", "08/18", "08/20", "08/24", "08/26", "08/27", "08/28", "08/29", "08/30", "08/31", "09/02", "09/03", "09/04", "09/05", "09/06", "09/07", "09/08", "09/09", "09/10", "09/11", "09/12", "09/13", "09/14", "09/15", "09/17", "09/18", "09/19", "09/20", "09/21", "09/22", "09/23", "09/24", "09/26", "09/27", "09/28", "09/29", "09/30", "10/01", "10/02", "10/03", "10/05", "10/06", "10/08", "10/09", "10/10", "10/12", "10/13", "10/14", "10/17", "10/18", "10/19", "10/22", "10/27", "10/28", "10/29", "11/01", "11/03", "11/04", "11/05", "06/19", "07/06", "07/08", "07/12", "07/17", "07/18", "07/20", "07/21", "07/22", "07/23", "07/24", "07/25", "07/26", "07/27", "07/27", "07/29", "07/29", "07/31", "07/31", "08/01", "08/02", "08/02", "08/03", "08/03", "08/04", "08/05", "08/05", "08/07", "08/09", "08/10", "08/13", "08/15", "08/16", "08/17", "08/18", "08/18", "08/20", "08/24", "08/25", "08/26", "08/28", "08/29", "09/03", "09/04", "09/06", "09/08", "09/10", "09/10", "09/11", "09/11", "09/12", "09/12", "09/14", "09/14", "09/15", "09/16", "09/17", "09/18", "09/18", "09/19", "09/19", "09/21", "09/21", "09/22", "09/22", "09/23", "09/23", "09/24", "09/25", "09/25", "09/26", "09/26", "09/27", "09/27", "09/28", "09/28", "09/29", "09/29", "09/30", "09/30", "10/01", "10/01", "10/02", "10/03", "10/03", "10/04", "10/04", "10/06", "10/06", "10/07", "10/08", "10/10", "10/10", "10/11", "10/11", "10/12", "10/14", "10/15", "10/16", "10/16", "10/19", "10/20", "10/20", "10/22", "10/22", "10/23", "10/24", "10/25", "10/26", "10/26", "10/27", "10/27", "10/28", "10/28", "10/29", "10/29", "10/30", "10/30", "10/31", "11/01", "11/01", "11/02", "11/03", "11/03", "11/04", "11/05", "11/06", "11/07", "11/09", "11/10", "11/11", "11/13", "11/16", "11/17", "11/21", "11/22", "11/23", "11/27", "11/28", "11/29", "11/30", "12/02", "12/03", "12/05", "12/09", "12/10", "12/11", "12/13", "12/14", "12/20", "12/21", "12/21", "06/01", "06/06", "06/12", "06/14", "06/16", "06/17", "06/18", "06/19", "06/21", "06/21", "06/22", "06/23", "06/24", "06/24", "06/26", "06/26", "06/27", "06/27", "06/28", "06/30", "06/30", "07/01", "07/01", "07/03", "07/05", "07/07", "07/08", "07/09", "07/11", "07/12", "07/14", "07/16", "07/17", "07/17", "07/18", "07/18", "07/19", "07/20", "07/21", "07/22", "07/23", "07/25", "07/26", "07/27", "07/28", "07/29", "07/29", "07/30", "08/01", "08/01", "08/02", "08/02", "08/03", "08/04", "08/05", "08/06", "08/07", "08/08", "08/08", "08/09", "08/10", "08/11", "08/12", "08/13", "08/13", "08/14", "08/15", "08/16", "08/18", "08/19", "08/20", "08/21", "08/21", "08/25", "08/26", "08/28", "09/02", "09/02", "09/04", "09/05", "09/06", "09/07", "09/08", "09/08", "09/09", "09/10", "09/11", "09/12", "09/12", "09/13", "09/13", "09/14", "09/14", "09/17", "09/18", "09/18", "09/19", "09/20", "09/20", "09/23", "09/24", "09/26", "09/27", "09/28", "09/29", "09/30", "09/30", "10/02", "10/03", "10/03", "10/04", "10/05", "10/06", "10/08", "10/09", "10/09", "10/11", 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"A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A")), .Names = c("year", "date", "abundance", "DATE", "site"), row.names = c(NA, 403L), class = "data.frame") [[alternative HTML version deleted]]
Rui Barradas
2019-Sep-04 22:06 UTC
[R] creating a line plot for time series data for several years
Hello, Thanks for the reproducible example. All you have to do is to use the aesthetic group = year in either ggplot() or geom_line(). This works: library(ggplot2) daT$date <- as.Date(daT$date) daT$DATE <- format(daT$date, format="%m/%d") Ab <- ggplot(daT, aes(x = as.factor(DATE), y = abundance, colour = site)) + geom_line(aes(group = year)) + theme_bw() Ab + facet_grid(year ~ .) + theme(axis.text.x = element_text(angle = 90, hjust = 1, size = 4)) Hope this helps, Rui Barradas ?s 21:37 de 04/09/19, Marna Wagley escreveu:> Hi R Users, > I have been getting a trouble to create a time series plot (line) as I was > trying to create a line graph for each year using month and date (in x > axis). I would like to put only one x axis (month and date) for three years > using the facet_grid, but it has not been creating a lineplot for me. I > wanted to compare (visually) whether the date of observing of the > population vary by year. > I used the following code but did not plot for me any line. Is there any > possibility to create the lines for each year? A sample of the data is > given for your information. > > daT$DATE<-format(as.Date(daT$date), format="%m/%d") > Ab<-ggplot(daT, aes(x= as.factor(DATE), y=abundance, colour=site)) + > geom_line() + > theme_bw() > Ab+facet_grid(year~.)+theme(axis.text.x = element_text(angle = 90, hjust > 1, size=4)) > ### > > daT<-structure(list(year = c(2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > 2018L, 2018L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > 2017L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > 2016L), date = structure(c(231L, 232L, 233L, 234L, 235L, 236L, > 237L, 238L, 239L, 240L, 241L, 242L, 243L, 244L, 245L, 246L, 247L, > 248L, 249L, 250L, 251L, 252L, 253L, 254L, 255L, 256L, 257L, 258L, > 259L, 260L, 261L, 262L, 263L, 264L, 265L, 266L, 267L, 268L, 269L, > 270L, 271L, 272L, 273L, 274L, 275L, 276L, 277L, 278L, 279L, 280L, > 281L, 282L, 283L, 284L, 285L, 286L, 287L, 288L, 289L, 290L, 291L, > 292L, 293L, 294L, 295L, 296L, 297L, 298L, 299L, 300L, 301L, 302L, > 303L, 304L, 305L, 306L, 307L, 308L, 309L, 310L, 311L, 312L, 313L, > 314L, 315L, 316L, 317L, 318L, 319L, 320L, 321L, 322L, 323L, 324L, > 325L, 326L, 327L, 328L, 118L, 119L, 120L, 121L, 122L, 123L, 124L, > 125L, 126L, 127L, 128L, 129L, 130L, 131L, 131L, 132L, 132L, 133L, > 133L, 134L, 135L, 135L, 136L, 136L, 137L, 138L, 138L, 139L, 140L, > 141L, 142L, 143L, 144L, 145L, 146L, 146L, 147L, 148L, 149L, 150L, > 151L, 152L, 153L, 154L, 155L, 156L, 157L, 157L, 158L, 158L, 159L, > 159L, 160L, 160L, 161L, 162L, 163L, 164L, 164L, 165L, 165L, 166L, > 166L, 167L, 167L, 168L, 168L, 169L, 170L, 170L, 171L, 171L, 172L, > 172L, 173L, 173L, 174L, 174L, 175L, 175L, 176L, 176L, 177L, 178L, > 178L, 179L, 179L, 180L, 180L, 181L, 182L, 183L, 183L, 184L, 184L, > 185L, 186L, 187L, 188L, 188L, 189L, 190L, 190L, 191L, 191L, 192L, > 193L, 194L, 195L, 195L, 196L, 196L, 197L, 197L, 198L, 198L, 199L, > 199L, 200L, 201L, 201L, 202L, 203L, 203L, 204L, 205L, 206L, 207L, > 208L, 209L, 210L, 211L, 212L, 213L, 214L, 215L, 216L, 217L, 218L, > 219L, 220L, 221L, 222L, 223L, 224L, 225L, 226L, 227L, 228L, 229L, > 230L, 230L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 9L, 10L, 11L, > 12L, 12L, 13L, 13L, 14L, 14L, 15L, 16L, 16L, 17L, 17L, 18L, 19L, > 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 27L, 28L, 28L, 29L, 30L, > 31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 38L, 39L, 40L, 40L, 41L, > 41L, 42L, 43L, 44L, 45L, 46L, 47L, 47L, 48L, 49L, 50L, 51L, 52L, > 52L, 53L, 54L, 55L, 56L, 57L, 58L, 59L, 59L, 60L, 61L, 62L, 63L, > 63L, 64L, 65L, 66L, 67L, 68L, 68L, 69L, 70L, 71L, 72L, 72L, 73L, > 73L, 74L, 74L, 75L, 76L, 76L, 77L, 78L, 78L, 79L, 80L, 81L, 82L, > 83L, 84L, 85L, 85L, 86L, 87L, 87L, 88L, 89L, 90L, 91L, 92L, 92L, > 93L, 94L, 94L, 95L, 96L, 96L, 97L, 98L, 98L, 99L, 100L, 100L, > 101L, 101L, 102L, 102L, 103L, 104L, 104L, 105L, 106L, 106L, 107L, > 107L, 108L, 109L, 110L, 110L, 111L, 111L, 112L, 113L, 114L, 114L, > 115L, 116L, 117L), .Label = c("2016-06-01", "2016-06-06", "2016-06-12", > "2016-06-14", "2016-06-16", "2016-06-17", "2016-06-18", "2016-06-19", > "2016-06-21", "2016-06-22", "2016-06-23", "2016-06-24", "2016-06-26", > "2016-06-27", "2016-06-28", "2016-06-30", "2016-07-01", "2016-07-03", > "2016-07-05", "2016-07-07", "2016-07-08", "2016-07-09", "2016-07-11", > "2016-07-12", "2016-07-14", "2016-07-16", "2016-07-17", "2016-07-18", > "2016-07-19", "2016-07-20", "2016-07-21", "2016-07-22", "2016-07-23", > "2016-07-25", "2016-07-26", "2016-07-27", "2016-07-28", "2016-07-29", > "2016-07-30", "2016-08-01", "2016-08-02", "2016-08-03", "2016-08-04", > "2016-08-05", "2016-08-06", "2016-08-07", "2016-08-08", "2016-08-09", > "2016-08-10", "2016-08-11", "2016-08-12", "2016-08-13", "2016-08-14", > "2016-08-15", "2016-08-16", "2016-08-18", "2016-08-19", "2016-08-20", > "2016-08-21", "2016-08-25", "2016-08-26", "2016-08-28", "2016-09-02", > "2016-09-04", "2016-09-05", "2016-09-06", "2016-09-07", "2016-09-08", > "2016-09-09", "2016-09-10", "2016-09-11", "2016-09-12", "2016-09-13", > "2016-09-14", "2016-09-17", "2016-09-18", "2016-09-19", "2016-09-20", > "2016-09-23", "2016-09-24", "2016-09-26", "2016-09-27", "2016-09-28", > "2016-09-29", "2016-09-30", "2016-10-02", "2016-10-03", "2016-10-04", > "2016-10-05", "2016-10-06", "2016-10-08", "2016-10-09", "2016-10-11", > "2016-10-12", "2016-10-13", "2016-10-14", "2016-10-15", "2016-10-16", > "2016-10-18", "2016-10-19", "2016-10-20", "2016-10-21", "2016-10-22", > "2016-10-23", "2016-10-24", "2016-10-25", "2016-10-27", "2016-10-28", > "2016-10-29", "2016-10-30", "2016-10-31", "2016-11-01", "2016-11-02", > "2016-11-07", "2016-11-17", "2016-11-25", "2016-11-27", "2017-06-19", > "2017-07-06", "2017-07-08", "2017-07-12", "2017-07-17", "2017-07-18", > "2017-07-20", "2017-07-21", "2017-07-22", "2017-07-23", "2017-07-24", > "2017-07-25", "2017-07-26", "2017-07-27", "2017-07-29", "2017-07-31", > "2017-08-01", "2017-08-02", "2017-08-03", "2017-08-04", "2017-08-05", > "2017-08-07", "2017-08-09", "2017-08-10", "2017-08-13", "2017-08-15", > "2017-08-16", "2017-08-17", "2017-08-18", "2017-08-20", "2017-08-24", > "2017-08-25", "2017-08-26", "2017-08-28", "2017-08-29", "2017-09-03", > "2017-09-04", "2017-09-06", "2017-09-08", "2017-09-10", "2017-09-11", > "2017-09-12", "2017-09-14", "2017-09-15", "2017-09-16", "2017-09-17", > "2017-09-18", "2017-09-19", "2017-09-21", "2017-09-22", "2017-09-23", > "2017-09-24", "2017-09-25", "2017-09-26", "2017-09-27", "2017-09-28", > "2017-09-29", "2017-09-30", "2017-10-01", "2017-10-02", "2017-10-03", > "2017-10-04", "2017-10-06", "2017-10-07", "2017-10-08", "2017-10-10", > "2017-10-11", "2017-10-12", "2017-10-14", "2017-10-15", "2017-10-16", > "2017-10-19", "2017-10-20", "2017-10-22", "2017-10-23", "2017-10-24", > "2017-10-25", "2017-10-26", "2017-10-27", "2017-10-28", "2017-10-29", > "2017-10-30", "2017-10-31", "2017-11-01", "2017-11-02", "2017-11-03", > "2017-11-04", "2017-11-05", "2017-11-06", "2017-11-07", "2017-11-09", > "2017-11-10", "2017-11-11", "2017-11-13", "2017-11-16", "2017-11-17", > "2017-11-21", "2017-11-22", "2017-11-23", "2017-11-27", "2017-11-28", > "2017-11-29", "2017-11-30", "2017-12-02", "2017-12-03", "2017-12-05", > "2017-12-09", "2017-12-10", "2017-12-11", "2017-12-13", "2017-12-14", > "2017-12-20", "2017-12-21", "2018-07-03", "2018-07-06", "2018-07-07", > "2018-07-08", "2018-07-09", "2018-07-10", "2018-07-11", "2018-07-12", > "2018-07-13", "2018-07-14", "2018-07-16", "2018-07-18", "2018-07-19", > "2018-07-20", "2018-07-21", "2018-07-22", "2018-07-24", "2018-07-25", > "2018-07-26", "2018-07-27", "2018-07-28", "2018-07-29", "2018-07-30", > "2018-07-31", "2018-08-01", "2018-08-02", "2018-08-03", "2018-08-04", > "2018-08-05", "2018-08-07", "2018-08-08", "2018-08-09", "2018-08-10", > "2018-08-11", "2018-08-12", "2018-08-13", "2018-08-14", "2018-08-15", > "2018-08-16", "2018-08-17", "2018-08-18", "2018-08-20", "2018-08-24", > "2018-08-26", "2018-08-27", "2018-08-28", "2018-08-29", "2018-08-30", > "2018-08-31", "2018-09-02", "2018-09-03", "2018-09-04", "2018-09-05", > "2018-09-06", "2018-09-07", "2018-09-08", "2018-09-09", "2018-09-10", > "2018-09-11", "2018-09-12", "2018-09-13", "2018-09-14", "2018-09-15", > "2018-09-17", "2018-09-18", "2018-09-19", "2018-09-20", "2018-09-21", > "2018-09-22", "2018-09-23", "2018-09-24", "2018-09-26", "2018-09-27", > "2018-09-28", "2018-09-29", "2018-09-30", "2018-10-01", "2018-10-02", > "2018-10-03", "2018-10-05", "2018-10-06", "2018-10-08", "2018-10-09", > "2018-10-10", "2018-10-12", "2018-10-13", "2018-10-14", "2018-10-17", > "2018-10-18", "2018-10-19", "2018-10-22", "2018-10-27", "2018-10-28", > "2018-10-29", "2018-11-01", "2018-11-03", "2018-11-04", "2018-11-05" > ), class = "factor"), abundance = c(0, 2, 5, 6, 6, 7, 7, 7, 7, > 9, 11, 13, 13, 13, 13, 14, 15, 15, 16, 17, 17, 18, 18, 19, 22, > 23, 24, 25, 29, 31, 32, 34, 36, 36, 37, 37, 38, 39, 40, 40, 40, > 40, 40, 41, 41, 41, 44, 44, 44, 47, 47, 47, 47, 47, 47, 47, 47, > 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, > 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, > 48, 48, 48, 48, 48, 48, 48, 48, 48, 1, 2, 2, 2, 3, 4, 5, 6, 6, > 6, 7, 9, 10, 11, 12, 14, 14, 15, 15, 16, 18, 19, 21, 22, 24, > 25, 25, 26, 27, 28, 29, 30, 31, 31, 33, 33, 35, 36, 37, 38, 39, > 40, 40, 40, 40, 40, 40, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, > 41, 41, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, > 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, > 42, 42, 42, 42, 42, 42, 42, 43, 43, 43, 43, 43, 43, 43, 43, 43, > 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, > 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, > 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 0, > 1, 2, 3, 4, 4, 5, 6, 6, 7, 7, 7, 8, 8, 8, 9, 10, 10, 10, 10, > 11, 11, 12, 12, 12, 13, 13, 13, 14, 14, 14, 14, 15, 16, 18, 19, > 20, 21, 21, 21, 21, 21, 24, 25, 26, 28, 29, 31, 32, 33, 34, 35, > 35, 35, 36, 36, 37, 39, 41, 42, 42, 43, 43, 43, 44, 44, 45, 47, > 47, 47, 47, 48, 49, 49, 50, 50, 50, 50, 50, 50, 51, 52, 52, 52, > 52, 52, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, > 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, > 53, 53, 53, 53, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, > 54, 54, 54, 54, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, > 55, 55, 55, 55, 55), DATE = c("07/03", "07/06", "07/07", "07/08", > "07/09", "07/10", "07/11", "07/12", "07/13", "07/14", "07/16", > "07/18", "07/19", "07/20", "07/21", "07/22", "07/24", "07/25", > "07/26", "07/27", "07/28", "07/29", "07/30", "07/31", "08/01", > "08/02", "08/03", "08/04", "08/05", "08/07", "08/08", "08/09", > "08/10", "08/11", "08/12", "08/13", "08/14", "08/15", "08/16", > "08/17", "08/18", "08/20", "08/24", "08/26", "08/27", "08/28", > "08/29", "08/30", "08/31", "09/02", "09/03", "09/04", "09/05", > "09/06", "09/07", "09/08", "09/09", "09/10", "09/11", "09/12", > "09/13", "09/14", "09/15", "09/17", "09/18", "09/19", "09/20", > "09/21", "09/22", "09/23", "09/24", "09/26", "09/27", "09/28", > "09/29", "09/30", "10/01", "10/02", "10/03", "10/05", "10/06", > "10/08", "10/09", "10/10", "10/12", "10/13", "10/14", "10/17", > "10/18", "10/19", "10/22", "10/27", "10/28", "10/29", "11/01", > "11/03", "11/04", "11/05", "06/19", "07/06", "07/08", "07/12", > "07/17", "07/18", "07/20", "07/21", "07/22", "07/23", "07/24", > "07/25", "07/26", "07/27", "07/27", "07/29", "07/29", "07/31", > "07/31", "08/01", "08/02", "08/02", "08/03", "08/03", "08/04", > "08/05", "08/05", "08/07", "08/09", "08/10", "08/13", "08/15", > "08/16", "08/17", "08/18", "08/18", "08/20", "08/24", "08/25", > "08/26", "08/28", "08/29", "09/03", "09/04", "09/06", "09/08", > "09/10", "09/10", "09/11", "09/11", "09/12", "09/12", "09/14", > "09/14", "09/15", "09/16", "09/17", "09/18", "09/18", "09/19", > "09/19", "09/21", "09/21", "09/22", "09/22", "09/23", "09/23", > "09/24", "09/25", "09/25", "09/26", "09/26", "09/27", "09/27", > "09/28", "09/28", "09/29", "09/29", "09/30", "09/30", "10/01", > "10/01", "10/02", "10/03", "10/03", "10/04", "10/04", "10/06", > "10/06", "10/07", "10/08", "10/10", "10/10", "10/11", "10/11", > "10/12", "10/14", "10/15", "10/16", "10/16", "10/19", "10/20", > "10/20", "10/22", "10/22", "10/23", "10/24", "10/25", "10/26", > "10/26", "10/27", "10/27", "10/28", "10/28", "10/29", "10/29", > "10/30", "10/30", "10/31", "11/01", "11/01", "11/02", "11/03", > "11/03", "11/04", "11/05", "11/06", "11/07", "11/09", "11/10", > "11/11", "11/13", "11/16", "11/17", "11/21", "11/22", "11/23", > "11/27", "11/28", "11/29", "11/30", "12/02", "12/03", "12/05", > "12/09", "12/10", "12/11", "12/13", "12/14", "12/20", "12/21", > "12/21", "06/01", "06/06", "06/12", "06/14", "06/16", "06/17", > "06/18", "06/19", "06/21", "06/21", "06/22", "06/23", "06/24", > "06/24", "06/26", "06/26", "06/27", "06/27", "06/28", "06/30", > "06/30", "07/01", "07/01", "07/03", "07/05", "07/07", "07/08", > "07/09", "07/11", "07/12", "07/14", "07/16", "07/17", "07/17", > "07/18", "07/18", "07/19", "07/20", "07/21", "07/22", "07/23", > "07/25", "07/26", "07/27", "07/28", "07/29", "07/29", "07/30", > "08/01", "08/01", "08/02", "08/02", "08/03", "08/04", "08/05", > "08/06", "08/07", "08/08", "08/08", "08/09", "08/10", "08/11", > "08/12", "08/13", "08/13", "08/14", "08/15", "08/16", "08/18", > "08/19", "08/20", "08/21", "08/21", "08/25", "08/26", "08/28", > "09/02", "09/02", "09/04", "09/05", "09/06", "09/07", "09/08", > "09/08", "09/09", "09/10", "09/11", "09/12", "09/12", "09/13", > "09/13", "09/14", "09/14", "09/17", "09/18", "09/18", "09/19", > "09/20", "09/20", "09/23", "09/24", "09/26", "09/27", "09/28", > "09/29", "09/30", "09/30", "10/02", "10/03", "10/03", "10/04", > "10/05", "10/06", "10/08", "10/09", "10/09", "10/11", "10/12", > "10/12", "10/13", "10/14", "10/14", "10/15", "10/16", "10/16", > "10/18", "10/19", "10/19", "10/20", "10/20", "10/21", "10/21", > "10/22", "10/23", "10/23", "10/24", "10/25", "10/25", "10/27", > "10/27", "10/28", "10/29", "10/30", "10/30", "10/31", "10/31", > "11/01", "11/02", "11/07", "11/07", "11/17", "11/25", "11/27" > ), site = c("A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > "A", "A", "A")), .Names = c("year", "date", "abundance", "DATE", > "site"), row.names = c(NA, 403L), class = "data.frame") > > [[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. >
Marna Wagley
2019-Sep-05 16:44 UTC
[R] creating a line plot for time series data for several years
Thank you, Rui. It helped me a lot. It is highly appreciated. thanks, On Thu, Sep 5, 2019 at 1:14 AM Rui Barradas <ruipbarradas at sapo.pt> wrote:> Hello, > > Thanks for the reproducible example. > All you have to do is to use the aesthetic group = year in either > ggplot() or geom_line(). > > This works: > > > library(ggplot2) > > daT$date <- as.Date(daT$date) > daT$DATE <- format(daT$date, format="%m/%d") > > Ab <- ggplot(daT, aes(x = as.factor(DATE), > y = abundance, colour = site)) + > geom_line(aes(group = year)) + > theme_bw() > > Ab + facet_grid(year ~ .) + > theme(axis.text.x = element_text(angle = 90, > hjust = 1, > size = 4)) > > > Hope this helps, > > Rui Barradas > > ?s 21:37 de 04/09/19, Marna Wagley escreveu: > > Hi R Users, > > I have been getting a trouble to create a time series plot (line) as I > was > > trying to create a line graph for each year using month and date (in x > > axis). I would like to put only one x axis (month and date) for three > years > > using the facet_grid, but it has not been creating a lineplot for me. I > > wanted to compare (visually) whether the date of observing of the > > population vary by year. > > I used the following code but did not plot for me any line. Is there any > > possibility to create the lines for each year? A sample of the data is > > given for your information. > > > > daT$DATE<-format(as.Date(daT$date), format="%m/%d") > > Ab<-ggplot(daT, aes(x= as.factor(DATE), y=abundance, colour=site)) + > > geom_line() + > > theme_bw() > > Ab+facet_grid(year~.)+theme(axis.text.x = element_text(angle = 90, hjust > > > 1, size=4)) > > ### > > > > daT<-structure(list(year = c(2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, 2018L, > > 2018L, 2018L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, 2017L, > > 2017L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, 2016L, > > 2016L), date = structure(c(231L, 232L, 233L, 234L, 235L, 236L, > > 237L, 238L, 239L, 240L, 241L, 242L, 243L, 244L, 245L, 246L, 247L, > > 248L, 249L, 250L, 251L, 252L, 253L, 254L, 255L, 256L, 257L, 258L, > > 259L, 260L, 261L, 262L, 263L, 264L, 265L, 266L, 267L, 268L, 269L, > > 270L, 271L, 272L, 273L, 274L, 275L, 276L, 277L, 278L, 279L, 280L, > > 281L, 282L, 283L, 284L, 285L, 286L, 287L, 288L, 289L, 290L, 291L, > > 292L, 293L, 294L, 295L, 296L, 297L, 298L, 299L, 300L, 301L, 302L, > > 303L, 304L, 305L, 306L, 307L, 308L, 309L, 310L, 311L, 312L, 313L, > > 314L, 315L, 316L, 317L, 318L, 319L, 320L, 321L, 322L, 323L, 324L, > > 325L, 326L, 327L, 328L, 118L, 119L, 120L, 121L, 122L, 123L, 124L, > > 125L, 126L, 127L, 128L, 129L, 130L, 131L, 131L, 132L, 132L, 133L, > > 133L, 134L, 135L, 135L, 136L, 136L, 137L, 138L, 138L, 139L, 140L, > > 141L, 142L, 143L, 144L, 145L, 146L, 146L, 147L, 148L, 149L, 150L, > > 151L, 152L, 153L, 154L, 155L, 156L, 157L, 157L, 158L, 158L, 159L, > > 159L, 160L, 160L, 161L, 162L, 163L, 164L, 164L, 165L, 165L, 166L, > > 166L, 167L, 167L, 168L, 168L, 169L, 170L, 170L, 171L, 171L, 172L, > > 172L, 173L, 173L, 174L, 174L, 175L, 175L, 176L, 176L, 177L, 178L, > > 178L, 179L, 179L, 180L, 180L, 181L, 182L, 183L, 183L, 184L, 184L, > > 185L, 186L, 187L, 188L, 188L, 189L, 190L, 190L, 191L, 191L, 192L, > > 193L, 194L, 195L, 195L, 196L, 196L, 197L, 197L, 198L, 198L, 199L, > > 199L, 200L, 201L, 201L, 202L, 203L, 203L, 204L, 205L, 206L, 207L, > > 208L, 209L, 210L, 211L, 212L, 213L, 214L, 215L, 216L, 217L, 218L, > > 219L, 220L, 221L, 222L, 223L, 224L, 225L, 226L, 227L, 228L, 229L, > > 230L, 230L, 1L, 2L, 3L, 4L, 5L, 6L, 7L, 8L, 9L, 9L, 10L, 11L, > > 12L, 12L, 13L, 13L, 14L, 14L, 15L, 16L, 16L, 17L, 17L, 18L, 19L, > > 20L, 21L, 22L, 23L, 24L, 25L, 26L, 27L, 27L, 28L, 28L, 29L, 30L, > > 31L, 32L, 33L, 34L, 35L, 36L, 37L, 38L, 38L, 39L, 40L, 40L, 41L, > > 41L, 42L, 43L, 44L, 45L, 46L, 47L, 47L, 48L, 49L, 50L, 51L, 52L, > > 52L, 53L, 54L, 55L, 56L, 57L, 58L, 59L, 59L, 60L, 61L, 62L, 63L, > > 63L, 64L, 65L, 66L, 67L, 68L, 68L, 69L, 70L, 71L, 72L, 72L, 73L, > > 73L, 74L, 74L, 75L, 76L, 76L, 77L, 78L, 78L, 79L, 80L, 81L, 82L, > > 83L, 84L, 85L, 85L, 86L, 87L, 87L, 88L, 89L, 90L, 91L, 92L, 92L, > > 93L, 94L, 94L, 95L, 96L, 96L, 97L, 98L, 98L, 99L, 100L, 100L, > > 101L, 101L, 102L, 102L, 103L, 104L, 104L, 105L, 106L, 106L, 107L, > > 107L, 108L, 109L, 110L, 110L, 111L, 111L, 112L, 113L, 114L, 114L, > > 115L, 116L, 117L), .Label = c("2016-06-01", "2016-06-06", "2016-06-12", > > "2016-06-14", "2016-06-16", "2016-06-17", "2016-06-18", "2016-06-19", > > "2016-06-21", "2016-06-22", "2016-06-23", "2016-06-24", "2016-06-26", > > "2016-06-27", "2016-06-28", "2016-06-30", "2016-07-01", "2016-07-03", > > "2016-07-05", "2016-07-07", "2016-07-08", "2016-07-09", "2016-07-11", > > "2016-07-12", "2016-07-14", "2016-07-16", "2016-07-17", "2016-07-18", > > "2016-07-19", "2016-07-20", "2016-07-21", "2016-07-22", "2016-07-23", > > "2016-07-25", "2016-07-26", "2016-07-27", "2016-07-28", "2016-07-29", > > "2016-07-30", "2016-08-01", "2016-08-02", "2016-08-03", "2016-08-04", > > "2016-08-05", "2016-08-06", "2016-08-07", "2016-08-08", "2016-08-09", > > "2016-08-10", "2016-08-11", "2016-08-12", "2016-08-13", "2016-08-14", > > "2016-08-15", "2016-08-16", "2016-08-18", "2016-08-19", "2016-08-20", > > "2016-08-21", "2016-08-25", "2016-08-26", "2016-08-28", "2016-09-02", > > "2016-09-04", "2016-09-05", "2016-09-06", "2016-09-07", "2016-09-08", > > "2016-09-09", "2016-09-10", "2016-09-11", "2016-09-12", "2016-09-13", > > "2016-09-14", "2016-09-17", "2016-09-18", "2016-09-19", "2016-09-20", > > "2016-09-23", "2016-09-24", "2016-09-26", "2016-09-27", "2016-09-28", > > "2016-09-29", "2016-09-30", "2016-10-02", "2016-10-03", "2016-10-04", > > "2016-10-05", "2016-10-06", "2016-10-08", "2016-10-09", "2016-10-11", > > "2016-10-12", "2016-10-13", "2016-10-14", "2016-10-15", "2016-10-16", > > "2016-10-18", "2016-10-19", "2016-10-20", "2016-10-21", "2016-10-22", > > "2016-10-23", "2016-10-24", "2016-10-25", "2016-10-27", "2016-10-28", > > "2016-10-29", "2016-10-30", "2016-10-31", "2016-11-01", "2016-11-02", > > "2016-11-07", "2016-11-17", "2016-11-25", "2016-11-27", "2017-06-19", > > "2017-07-06", "2017-07-08", "2017-07-12", "2017-07-17", "2017-07-18", > > "2017-07-20", "2017-07-21", "2017-07-22", "2017-07-23", "2017-07-24", > > "2017-07-25", "2017-07-26", "2017-07-27", "2017-07-29", "2017-07-31", > > "2017-08-01", "2017-08-02", "2017-08-03", "2017-08-04", "2017-08-05", > > "2017-08-07", "2017-08-09", "2017-08-10", "2017-08-13", "2017-08-15", > > "2017-08-16", "2017-08-17", "2017-08-18", "2017-08-20", "2017-08-24", > > "2017-08-25", "2017-08-26", "2017-08-28", "2017-08-29", "2017-09-03", > > "2017-09-04", "2017-09-06", "2017-09-08", "2017-09-10", "2017-09-11", > > "2017-09-12", "2017-09-14", "2017-09-15", "2017-09-16", "2017-09-17", > > "2017-09-18", "2017-09-19", "2017-09-21", "2017-09-22", "2017-09-23", > > "2017-09-24", "2017-09-25", "2017-09-26", "2017-09-27", "2017-09-28", > > "2017-09-29", "2017-09-30", "2017-10-01", "2017-10-02", "2017-10-03", > > "2017-10-04", "2017-10-06", "2017-10-07", "2017-10-08", "2017-10-10", > > "2017-10-11", "2017-10-12", "2017-10-14", "2017-10-15", "2017-10-16", > > "2017-10-19", "2017-10-20", "2017-10-22", "2017-10-23", "2017-10-24", > > "2017-10-25", "2017-10-26", "2017-10-27", "2017-10-28", "2017-10-29", > > "2017-10-30", "2017-10-31", "2017-11-01", "2017-11-02", "2017-11-03", > > "2017-11-04", "2017-11-05", "2017-11-06", "2017-11-07", "2017-11-09", > > "2017-11-10", "2017-11-11", "2017-11-13", "2017-11-16", "2017-11-17", > > "2017-11-21", "2017-11-22", "2017-11-23", "2017-11-27", "2017-11-28", > > "2017-11-29", "2017-11-30", "2017-12-02", "2017-12-03", "2017-12-05", > > "2017-12-09", "2017-12-10", "2017-12-11", "2017-12-13", "2017-12-14", > > "2017-12-20", "2017-12-21", "2018-07-03", "2018-07-06", "2018-07-07", > > "2018-07-08", "2018-07-09", "2018-07-10", "2018-07-11", "2018-07-12", > > "2018-07-13", "2018-07-14", "2018-07-16", "2018-07-18", "2018-07-19", > > "2018-07-20", "2018-07-21", "2018-07-22", "2018-07-24", "2018-07-25", > > "2018-07-26", "2018-07-27", "2018-07-28", "2018-07-29", "2018-07-30", > > "2018-07-31", "2018-08-01", "2018-08-02", "2018-08-03", "2018-08-04", > > "2018-08-05", "2018-08-07", "2018-08-08", "2018-08-09", "2018-08-10", > > "2018-08-11", "2018-08-12", "2018-08-13", "2018-08-14", "2018-08-15", > > "2018-08-16", "2018-08-17", "2018-08-18", "2018-08-20", "2018-08-24", > > "2018-08-26", "2018-08-27", "2018-08-28", "2018-08-29", "2018-08-30", > > "2018-08-31", "2018-09-02", "2018-09-03", "2018-09-04", "2018-09-05", > > "2018-09-06", "2018-09-07", "2018-09-08", "2018-09-09", "2018-09-10", > > "2018-09-11", "2018-09-12", "2018-09-13", "2018-09-14", "2018-09-15", > > "2018-09-17", "2018-09-18", "2018-09-19", "2018-09-20", "2018-09-21", > > "2018-09-22", "2018-09-23", "2018-09-24", "2018-09-26", "2018-09-27", > > "2018-09-28", "2018-09-29", "2018-09-30", "2018-10-01", "2018-10-02", > > "2018-10-03", "2018-10-05", "2018-10-06", "2018-10-08", "2018-10-09", > > "2018-10-10", "2018-10-12", "2018-10-13", "2018-10-14", "2018-10-17", > > "2018-10-18", "2018-10-19", "2018-10-22", "2018-10-27", "2018-10-28", > > "2018-10-29", "2018-11-01", "2018-11-03", "2018-11-04", "2018-11-05" > > ), class = "factor"), abundance = c(0, 2, 5, 6, 6, 7, 7, 7, 7, > > 9, 11, 13, 13, 13, 13, 14, 15, 15, 16, 17, 17, 18, 18, 19, 22, > > 23, 24, 25, 29, 31, 32, 34, 36, 36, 37, 37, 38, 39, 40, 40, 40, > > 40, 40, 41, 41, 41, 44, 44, 44, 47, 47, 47, 47, 47, 47, 47, 47, > > 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, 47, > > 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, 48, > > 48, 48, 48, 48, 48, 48, 48, 48, 48, 1, 2, 2, 2, 3, 4, 5, 6, 6, > > 6, 7, 9, 10, 11, 12, 14, 14, 15, 15, 16, 18, 19, 21, 22, 24, > > 25, 25, 26, 27, 28, 29, 30, 31, 31, 33, 33, 35, 36, 37, 38, 39, > > 40, 40, 40, 40, 40, 40, 41, 41, 41, 41, 41, 41, 41, 41, 41, 41, > > 41, 41, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, > > 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, 42, > > 42, 42, 42, 42, 42, 42, 42, 43, 43, 43, 43, 43, 43, 43, 43, 43, > > 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, > > 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, > > 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 43, 0, > > 1, 2, 3, 4, 4, 5, 6, 6, 7, 7, 7, 8, 8, 8, 9, 10, 10, 10, 10, > > 11, 11, 12, 12, 12, 13, 13, 13, 14, 14, 14, 14, 15, 16, 18, 19, > > 20, 21, 21, 21, 21, 21, 24, 25, 26, 28, 29, 31, 32, 33, 34, 35, > > 35, 35, 36, 36, 37, 39, 41, 42, 42, 43, 43, 43, 44, 44, 45, 47, > > 47, 47, 47, 48, 49, 49, 50, 50, 50, 50, 50, 50, 51, 52, 52, 52, > > 52, 52, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, > > 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, 53, > > 53, 53, 53, 53, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, 54, > > 54, 54, 54, 54, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, > > 55, 55, 55, 55, 55), DATE = c("07/03", "07/06", "07/07", "07/08", > > "07/09", "07/10", "07/11", "07/12", "07/13", "07/14", "07/16", > > "07/18", "07/19", "07/20", "07/21", "07/22", "07/24", "07/25", > > "07/26", "07/27", "07/28", "07/29", "07/30", "07/31", "08/01", > > "08/02", "08/03", "08/04", "08/05", "08/07", "08/08", "08/09", > > "08/10", "08/11", "08/12", "08/13", "08/14", "08/15", "08/16", > > "08/17", "08/18", "08/20", "08/24", "08/26", "08/27", "08/28", > > "08/29", "08/30", "08/31", "09/02", "09/03", "09/04", "09/05", > > "09/06", "09/07", "09/08", "09/09", "09/10", "09/11", "09/12", > > "09/13", "09/14", "09/15", "09/17", "09/18", "09/19", "09/20", > > "09/21", "09/22", "09/23", "09/24", "09/26", "09/27", "09/28", > > "09/29", "09/30", "10/01", "10/02", "10/03", "10/05", "10/06", > > "10/08", "10/09", "10/10", "10/12", "10/13", "10/14", "10/17", > > "10/18", "10/19", "10/22", "10/27", "10/28", "10/29", "11/01", > > "11/03", "11/04", "11/05", "06/19", "07/06", "07/08", "07/12", > > "07/17", "07/18", "07/20", "07/21", "07/22", "07/23", "07/24", > > "07/25", "07/26", "07/27", "07/27", "07/29", "07/29", "07/31", > > "07/31", "08/01", "08/02", "08/02", "08/03", "08/03", "08/04", > > "08/05", "08/05", "08/07", "08/09", "08/10", "08/13", "08/15", > > "08/16", "08/17", "08/18", "08/18", "08/20", "08/24", "08/25", > > "08/26", "08/28", "08/29", "09/03", "09/04", "09/06", "09/08", > > "09/10", "09/10", "09/11", "09/11", "09/12", "09/12", "09/14", > > "09/14", "09/15", "09/16", "09/17", "09/18", "09/18", "09/19", > > "09/19", "09/21", "09/21", "09/22", "09/22", "09/23", "09/23", > > "09/24", "09/25", "09/25", "09/26", "09/26", "09/27", "09/27", > > "09/28", "09/28", "09/29", "09/29", "09/30", "09/30", "10/01", > > "10/01", "10/02", "10/03", "10/03", "10/04", "10/04", "10/06", > > "10/06", "10/07", "10/08", "10/10", "10/10", "10/11", "10/11", > > "10/12", "10/14", "10/15", "10/16", "10/16", "10/19", "10/20", > > "10/20", "10/22", "10/22", "10/23", "10/24", "10/25", "10/26", > > "10/26", "10/27", "10/27", "10/28", "10/28", "10/29", "10/29", > > "10/30", "10/30", "10/31", "11/01", "11/01", "11/02", "11/03", > > "11/03", "11/04", "11/05", "11/06", "11/07", "11/09", "11/10", > > "11/11", "11/13", "11/16", "11/17", "11/21", "11/22", "11/23", > > "11/27", "11/28", "11/29", "11/30", "12/02", "12/03", "12/05", > > "12/09", "12/10", "12/11", "12/13", "12/14", "12/20", "12/21", > > "12/21", "06/01", "06/06", "06/12", "06/14", "06/16", "06/17", > > "06/18", "06/19", "06/21", "06/21", "06/22", "06/23", "06/24", > > "06/24", "06/26", "06/26", "06/27", "06/27", "06/28", "06/30", > > "06/30", "07/01", "07/01", "07/03", "07/05", "07/07", "07/08", > > "07/09", "07/11", "07/12", "07/14", "07/16", "07/17", "07/17", > > "07/18", "07/18", "07/19", "07/20", "07/21", "07/22", "07/23", > > "07/25", "07/26", "07/27", "07/28", "07/29", "07/29", "07/30", > > "08/01", "08/01", "08/02", "08/02", "08/03", "08/04", "08/05", > > "08/06", "08/07", "08/08", "08/08", "08/09", "08/10", "08/11", > > "08/12", "08/13", "08/13", "08/14", "08/15", "08/16", "08/18", > > "08/19", "08/20", "08/21", "08/21", "08/25", "08/26", "08/28", > > "09/02", "09/02", "09/04", "09/05", "09/06", "09/07", "09/08", > > "09/08", "09/09", "09/10", "09/11", "09/12", "09/12", "09/13", > > "09/13", "09/14", "09/14", "09/17", "09/18", "09/18", "09/19", > > "09/20", "09/20", "09/23", "09/24", "09/26", "09/27", "09/28", > > "09/29", "09/30", "09/30", "10/02", "10/03", "10/03", "10/04", > > "10/05", "10/06", "10/08", "10/09", "10/09", "10/11", "10/12", > > "10/12", "10/13", "10/14", "10/14", "10/15", "10/16", "10/16", > > "10/18", "10/19", "10/19", "10/20", "10/20", "10/21", "10/21", > > "10/22", "10/23", "10/23", "10/24", "10/25", "10/25", "10/27", > > "10/27", "10/28", "10/29", "10/30", "10/30", "10/31", "10/31", > > "11/01", "11/02", "11/07", "11/07", "11/17", "11/25", "11/27" > > ), site = c("A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", "A", > > "A", "A", "A")), .Names = c("year", "date", "abundance", "DATE", > > "site"), row.names = c(NA, 403L), class = "data.frame") > > > > [[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. > > >[[alternative HTML version deleted]]