Question

我有一个以制表符分隔的文本文件导入到R.我使用以下命令进行导入：

data = read.table(soubor, header = TRUE, sep = "\t", dec = ".", colClasses =c("numeric","numeric","character","Date","numeric","numeric"))

当我运行str(data)检查我的列的数据类型时，我得到：

'data.frame':   211931 obs. of  6 variables:
$ DataValue   : num  0 0 0 0 0 0 0 0 0 NA ...
$ SiteID      : num  1 1 1 1 1 1 1 1 1 1 ...
$ VariableCode: chr  "Sucho" "Sucho" "Sucho" "Sucho" ...
$ DateTimeUTC : Date, format: "2012-07-01" "2012-07-02" "2012-07-03" "2012-07-04" ...
$ Latitude    : num  50.8 50.8 50.8 50.8 50.8 ...
$ Longitude   : num  15.6 15.6 15.6 15.6 15.6 ...

我的前20行数据的可重现样本在这里：

my_sample = dput（数据[1:20，]）

structure(list(DataValue = c(0, 0, 0, 0, 0, 0, 0, 0, 0, NA, NA, 
NA, NA, NA, NA, NA, NA, 0, 0, 0), SiteID = c(1, 1, 1, 1, 1, 1, 
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1), VariableCode = c("Sucho", 
"Sucho", "Sucho", "Sucho", "Sucho", "Sucho", "Sucho", "Sucho", 
"Sucho", "Sucho", "Sucho", "Sucho", "Sucho", "Sucho", "Sucho", 
"Sucho", "Sucho", "Sucho", "Sucho", "Sucho"), DateTimeUTC = structure(c(15522, 
15523, 15524, 15525, 15526, 15527, 15528, 15529, 15530, 15531, 
15532, 15533, 15534, 15535, 15536, 15537, 15538, 15539, 15540, 
15541), class = "Date"), Latitude = c(50.77, 50.77, 50.77, 50.77, 
50.77, 50.77, 50.77, 50.77, 50.77, 50.77, 50.77, 50.77, 50.77, 
50.77, 50.77, 50.77, 50.77, 50.77, 50.77, 50.77), Longitude = c(15.55, 
15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 
15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 15.55, 
15.55)), .Names = c("DataValue", "SiteID", "VariableCode", "DateTimeUTC", 
"Latitude", "Longitude"), row.names = c(NA, 20L), class = "data.frame")

现在我想按日期过滤我的表格。请注意，我在for循环内运行我的代码。首先，我在2012年7月1日之前对数据进行子集化并进行一些处理。然后，我在7月2日之前对我的数据进行子集化并进行一些处理，依此类推。例如，我希望获得日期等于2012年7月6日的所有行。我尝试了代码：

startDate = as.Date("2012-07-01");
endDate = as.Date("2012-07-20");
all_dates = seq(startDate, endDate, 1);

#the following code I'm trying to run inside a loop...
for (j in 1:length(all_dates)) {
    filterdate = all_dates[j];
    my_subset = my_sample[my_sample$DateTimeUTC == filterdate,]
    #now I want do do some processing on my_subset...
}

但是上面的代码从循环的第7步开始返回一个空数据集。

所以，例如：

subset_one = my_sample[my_sample$DateTimeUTC == all_dates[6],]

返回：3 obs of 6 variables。

但是，由于某些未知原因，例如：

subset_two = my_sample[my_sample$DateTimeUTC == all_dates[7],]

返回：0 obs of 6 variables。

（注意：我编辑了上面的代码，使我的问题100％可重复）

任何想法我做错了什么？

Answer 1

以下解决方案解决了我的问题：我尝试使用Date数据类型，而不是使用POSIXct数据类型。下面是用于读取制表符分隔文本文件的示例代码，之后子集在我的for循环的所有步骤中都起作用：

data = read.table("data.txt", header = TRUE, sep = "\t", dec = ".", 
    colClasses =c("numeric","numeric","character","POSIXct","numeric","numeric"));
startDate = as.POSIXct("2012-07-01");
endDate = as.POSIXct("2012-07-20");
all_dates = seq(startDate, endDate, 86400); #86400 is num of seconds in a day

#the following code I'm trying to run inside a loop...
for (j in 1:length(all_dates)) {
    filterdate = all_dates[j];
    my_subset = data[data$DateTimeUTC == filterdate,]
    #now I want do do some processing on my_subset...
}

比较R中的两个日期

1 个答案: