比较来自不同data.frame的日期
我必须比较两个不同的df中有相同ID的一些日期。 让我在这里提供一个有效的例子:比较来自不同data.frame的日期,r,datetime,dataframe,compare,time-series,R,Datetime,Dataframe,Compare,Time Series,我必须比较两个不同的df中有相同ID的一些日期。 让我在这里提供一个有效的例子: df1 ID MONTH YEAR 1 1 1997 2 7 2004 3 6 2017 4 8 2003 5 11 1990 6 3 1999 df2 ID MONTH YEAR 1 4 2003 1 8 2006 3 12 2000 4 4 2015 5 1 1993 6 1 1991 正如我
df1
ID MONTH YEAR
1 1 1997
2 7 2004
3 6 2017
4 8 2003
5 11 1990
6 3 1999
df2
ID MONTH YEAR
1 4 2003
1 8 2006
3 12 2000
4 4 2015
5 1 1993
6 1 1991
正如我们所看到的,我们得到了两个数据帧,其中ID列是共同的,而月份和年份列则标识了一个精确的日期。现在我必须将df2的每一行与df1进行比较,作为输出,让我知道日期是在df1中相同ID之前还是之后。这应该是示例输出:
df3
ID STATUS
1 After
1 After
2 None
3 Before
4 After
5 After
6 Before
我希望我解释得很好
非常感谢,Andrea。您可以使用zoo软件包中的
as.yearmon
,merge
和ifelse
library(zoo)
df1$date1 <- as.yearmon(with(df1, paste0(YEAR, "-",MONTH))) #setting date in df1
df2$date2 <- as.yearmon(with(df2, paste0(YEAR, "-",MONTH)))#setting date in df2
tmp <- merge(df1, df2, by="ID", all = TRUE) # combining both data.frames
tmp$STATUS <- ifelse(is.na(tmp$date1)|is.na(tmp$date2), "None",
ifelse(tmp$date1 > tmp$date2, "Before", "After")) # doing logical comparison
df3 <- tmp[, c("ID", "STATUS")] # building desired data.frame
df3
ID STATUS
1 1 After
2 1 After
3 2 None
4 3 Before
5 4 After
6 5 After
7 6 Before
图书馆(动物园)
df1$date1您可以使用zoo软件包中的as.yearmon
,merge
和ifelse
library(zoo)
df1$date1 <- as.yearmon(with(df1, paste0(YEAR, "-",MONTH))) #setting date in df1
df2$date2 <- as.yearmon(with(df2, paste0(YEAR, "-",MONTH)))#setting date in df2
tmp <- merge(df1, df2, by="ID", all = TRUE) # combining both data.frames
tmp$STATUS <- ifelse(is.na(tmp$date1)|is.na(tmp$date2), "None",
ifelse(tmp$date1 > tmp$date2, "Before", "After")) # doing logical comparison
df3 <- tmp[, c("ID", "STATUS")] # building desired data.frame
df3
ID STATUS
1 1 After
2 1 After
3 2 None
4 3 Before
5 4 After
6 5 After
7 6 Before
图书馆(动物园)
df1$date1