考虑以下exaple数据
PSE YEAR ID
1 2014 3
3 2007 1
3 2004 4
3 2002 4
1 2013 3
3 2006 1
2 2016 2
2 2017 2
1 2015 3
3 2003 4
编辑： 错了 如果我使用dplyr
arrange(PSE, YEAR,ID)我得到更正了一个： 如果我使用dplyr
arrange(PSE,ID, YEAR)我得到
PSE YEAR ID
1 2013 3
1 2014 3
1 2015 3
2 2016 2
2 2017 2
3 2006 1
3 2007 1
3 2002 4
3 2003 4
3 2004 4
我想要的是
PSE YEAR ID
1 2013 3
1 2014 3
1 2015 3
2 2016 2
2 2017 2
3 2002 4
3 2003 4
3 2004 4
3 2006 1
3 2007 1
可能很容易，但不知怎的，我无法正确分类。
Mhhm，不知怎的，现在可以使用，但不是我的原始数据。以下是发生错误的小数据样本。
structure(list(PSE = c(11280282, 11280282, 11280282, 11280282,
11630646, 11630646, 11630646, 11630646, 11630646, 11630646, 11630646,
11630646, 11630646, 12106438, 12106438, 12106438, 12106438, 12106438,
12106438, 12106438, 12106438, 12106438, 12106438, 12106438, 12106438,
12106438, 12106438, 12106438, 12106438, 12106438, 12106438, 12106438,
12106438, 12106438, 12106438, 12106438, 12106438, 12106438, 12106438,
12106438, 12106438, 12106438, 12335813, 12335813, 12335813, 12335813,
12475347, 12475347, 12475347, 12475347, 12475347, 12475347, 12475347,
12475347, 12475347, 12475347, 12475347, 12475347, 12475347, 12475347,
12475347, 12475347, 12475347, 12475347, 12475347, 12475347, 12475347,
12475347, 12912674, 12912674, 12912674, 12912674), YEAR = c(20152,
20161, 20162, 20171, 20101, 20102, 20111, 20112, 20121, 20122,
20131, 20132, 20141, 20042, 20042, 20051, 20051, 20052, 20052,
20061, 20061, 20062, 20062, 20071, 20071, 20072, 20072, 20081,
20081, 20082, 20082, 20091, 20092, 20101, 20101, 20101, 20102,
20102, 20102, 20111, 20111, 20111, 20152, 20171, 20171, 20171,
20102, 20102, 20111, 20111, 20112, 20112, 20121, 20121, 20122,
20122, 20131, 20131, 20132, 20132, 20141, 20141, 20142, 20142,
20162, 20162, 20171, 20171, 20022, 20031, 20032, 20041), ID = c(8171,
8171, 8171, 8171, 4801, 4801, 4801, 4801, 4801, 4801, 4801, 4801,
4801, 1646, 1758, 1646, 1758, 1646, 1758, 1646, 1758, 1646, 1758,
1646, 1758, -1, 3465, -1, 3465, -1, 3465, 3465, 3465, 3465, 4712,
4770, 3465, 4712, 4770, 3465, 4712, 4770, 8217, 9236, 9237, 9238,
4947, 4952, 4947, 4952, 5433, 5568, 5433, 5568, 5433, 5568, 5433,
5568, 5433, 5568, 5433, 5568, 5433, 5568, 6797, 6813, 7123, 7215,
474, 474, 474, 474)), class = c("tbl_df", "tbl", "data.frame"
), row.names = c(NA, -72L), .Names = c("PSE", "YEAR", "ID"))
PSE 12106438存在问题。
这就是我得到的：
12106438 20072 -1
12106438 20081 -1
12106438 20082 -1
12106438 20042 1646
12106438 20051 1646
12106438 20052 1646
12106438 20061 1646
12106438 20062 1646
12106438 20071 1646
12106438 20042 1758
12106438 20051 1758
12106438 20052 1758
12106438 20061 1758
12106438 20062 1758
12106438 20071 1758
12106438 20072 3465
12106438 20081 3465
12106438 20082 3465
12106438 20091 3465
12106438 20092 3465
12106438 20101 3465
12106438 20102 3465
12106438 20111 3465
12106438 20101 4712
12106438 20102 4712
12106438 20111 4712
12106438 20101 4770
12106438 20102 4770
12106438 20111 4770
我想要的是
12106438 20042 1646
12106438 20051 1646
12106438 20052 1646
12106438 20061 1646
12106438 20062 1646
12106438 20071 1646
12106438 20042 1758
12106438 20051 1758
12106438 20052 1758
12106438 20061 1758
12106438 20062 1758
12106438 20071 1758
12106438 20072 -1
12106438 20081 -1
12106438 20082 -1
12106438 20072 3465
12106438 20081 3465
12106438 20082 3465
12106438 20091 3465
12106438 20092 3465
12106438 20101 3465
12106438 20102 3465
12106438 20111 3465
12106438 20101 4712
12106438 20102 4712
12106438 20111 4712
12106438 20101 4770
12106438 20102 4770
12106438 20111 4770