在 R 中格式化日期（非标准格式）

Question

不是 R 的新手，也不是 R 中的格式化日期，也不会问这个问题，但我的行为非常奇怪，在过去的 2 小时内我离解决它还差得很远。

我有一个导入的数据集，想使用 as.POSIXct 格式化 date/time 列。日期是非标准格式，我应用了我所知道的正确格式。这是我遇到问题的一小部分数据。代码就在后面。问题是从 "2015-03-08 02:00:00 PST" 开始有 4 个 NA。是什么赋予了？这似乎完全是随机的，因为它不会在任何其他 55K 观察结果中的任何其他地方发生。

bad.Dates<-c("3/7/2015 14:15", "3/7/2015 14:30", "3/7/2015 14:45", "3/7/2015 15:00", 
         "3/7/2015 15:15", "3/7/2015 15:30", "3/7/2015 15:45", "3/7/2015 16:00", 
         "3/7/2015 16:15", "3/7/2015 16:30", "3/7/2015 16:45", "3/7/2015 17:00", 
         "3/7/2015 17:15", "3/7/2015 17:30", "3/7/2015 17:45", "3/7/2015 18:00", 
         "3/7/2015 18:15", "3/7/2015 18:30", "3/7/2015 18:45", "3/7/2015 19:00", 
         "3/7/2015 19:15", "3/7/2015 19:30", "3/7/2015 19:45", "3/7/2015 20:00", 
         "3/7/2015 20:15", "3/7/2015 20:30", "3/7/2015 20:45", "3/7/2015 21:00", 
         "3/7/2015 21:15", "3/7/2015 21:30", "3/7/2015 21:45", "3/7/2015 22:00", 
         "3/7/2015 22:15", "3/7/2015 22:30", "3/7/2015 22:45", "3/7/2015 23:00", 
         "3/7/2015 23:15", "3/7/2015 23:30", "3/7/2015 23:45", "3/8/2015 0:00", 
         "3/8/2015 0:15", "3/8/2015 0:30", "3/8/2015 0:45", "3/8/2015 1:00", 
         "3/8/2015 1:15", "3/8/2015 1:30", "3/8/2015 1:45", "3/8/2015 2:00", 
         "3/8/2015 2:15", "3/8/2015 2:30", "3/8/2015 2:45", "3/8/2015 3:00", 
         "3/8/2015 3:15", "3/8/2015 3:30", "3/8/2015 3:45", "3/8/2015 4:00", 
         "3/8/2015 4:15", "3/8/2015 4:30", "3/8/2015 4:45", "3/8/2015 5:00", 
         "3/8/2015 5:15", "3/8/2015 5:30", "3/8/2015 5:45", "3/8/2015 6:00", 
         "3/8/2015 6:15", "3/8/2015 6:30", "3/8/2015 6:45", "3/8/2015 7:00", 
         "3/8/2015 7:15", "3/8/2015 7:30", "3/8/2015 7:45", "3/8/2015 8:00", 
         "3/8/2015 8:15", "3/8/2015 8:30", "3/8/2015 8:45", "3/8/2015 9:00", 
         "3/8/2015 9:15", "3/8/2015 9:30", "3/8/2015 9:45", "3/8/2015 10:00", 
         "3/8/2015 10:15", "3/8/2015 10:30", "3/8/2015 10:45", "3/8/2015 11:00", 
         "3/8/2015 11:15", "3/8/2015 11:30", "3/8/2015 11:45", "3/8/2015 12:00", 
         "3/8/2015 12:15", "3/8/2015 12:30", "3/8/2015 12:45", "3/8/2015 13:00", 
         "3/8/2015 13:15", "3/8/2015 13:30", "3/8/2015 13:45", "3/8/2015 14:00", 
         "3/8/2015 14:15", "3/8/2015 14:30", "3/8/2015 14:45", "3/8/2015 15:00", 
         "3/8/2015 15:15") 

as.POSIXct(strptime(bad.Dates,"%m/%d/%Y %H:%M"))

Answer 1

要使此示例 reproducible/solvable 无论位置如何，请通过 tz= 明确指定时区：

bad.Dates <- c("3/8/2015 1:45", "3/8/2015 2:00", "3/8/2015 2:15",
               "3/8/2015 2:30", "3/8/2015 2:45", "3/8/2015 3:00")
as.POSIXct(bad.Dates, format="%m/%d/%Y %H:%M", tz="US/Pacific")

#[1] "2015-03-08 01:45:00 PST"
#[2] NA                       
#[3] NA                       
#[4] NA                       
#[5] NA                       
#[6] "2015-03-08 03:00:00 PDT"

你会得到 NAs，因为这些时间在美国太平洋地区的现代计时中不存在。

Most of the United States, Canada, and Mexico's northern border cities will begin Daylight Saving Time (DST) on Sunday, March 8, 2015. People in areas that observe DST will spring forward one hour from 2am (02:00) to 3am (03:00), local time.
Source: http://www.timeanddate.com/news/time/usa-canada-start-dst-2015.html

指定像 "UTC" 这样不遵守夏令时的时区将解决此问题。

as.POSIXct(bad.Dates, format="%m/%d/%Y %H:%M", tz="UTC")
#[1] "2015-03-08 01:45:00 UTC"
#[2] "2015-03-08 02:00:00 UTC"
#[3] "2015-03-08 02:15:00 UTC"
#[4] "2015-03-08 02:30:00 UTC"
#[5] "2015-03-08 02:45:00 UTC"
#[6] "2015-03-08 03:00:00 UTC"

在 R 中格式化日期（非标准格式）

Formatting Dates in R (Non-standard format)

r

timezone

strptime