我正在使用此数据集:
> head(datanet)
Date & Time [Local] Latitude Longitude
1: 06/12/2018 00:00 -2.431071 34.85492
2: 06/12/2018 00:04 -2.430954 34.85469
3: 06/12/2018 00:08 -2.430890 34.85463
4: 06/12/2018 00:12 -2.430927 34.85461
5: 06/12/2018 00:16 -2.430927 34.85461
6: 06/12/2018 00:20 -2.430909 34.85461
我正在将以下代码应用于它:
> datanet1<-datanet[, DateTime := dmy_hm(`Date & Time [Local]`)]
Warning message:
12954 failed to parse.
> head(datanet1)
Date & Time [Local] Latitude Longitude DateTime
1: 06/12/2018 00:00 -2.431071 34.85492 2018-12-06 00:00:00
2: 06/12/2018 00:04 -2.430954 34.85469 2018-12-06 00:04:00
3: 06/12/2018 00:08 -2.430890 34.85463 2018-12-06 00:08:00
4: 06/12/2018 00:12 -2.430927 34.85461 2018-12-06 00:12:00
5: 06/12/2018 00:16 -2.430927 34.85461 2018-12-06 00:16:00
6: 06/12/2018 00:20 -2.430909 34.85461 2018-12-06 00:20:00
当我查看输出的表datanet1
时,我发现NA
中的某些DateTime
中有一些行,但没有其他行。见下文:
> head(datanet1[358:365,])
Date & Time [Local] Latitude Longitude DateTime
1: 06/12/2018 23:48 -2.427663 34.84890 2018-12-06 23:48:00
2: 06/12/2018 23:52 -2.427672 34.84888 2018-12-06 23:52:00
3: 06/12/2018 23:56 -2.427674 34.84888 2018-12-06 23:56:00
4: 06/13/2018 00:00 -2.427672 34.84889 <NA>
5: 06/13/2018 00:04 -2.427573 34.84887 <NA>
6: 06/13/2018 00:08 -2.427573 34.84887 <NA>
可能是什么问题?我已经将此代码用于其他数据集,并且效果很好。我将在下面上传一个dput()
示例:
> dput(datanet[1:600,])
structure(list(`Date & Time [Local]` = c("06/12/2018 00:00",
"06/12/2018 00:04", "06/12/2018 00:08", "06/12/2018 00:12", "06/12/2018 00:16",
"06/12/2018 00:20", "06/12/2018 00:24", "06/12/2018 00:28", "06/12/2018 00:32",
"06/12/2018 00:36", "06/12/2018 00:40", "06/12/2018 00:44", "06/12/2018 00:48",
"06/12/2018 00:52", "06/12/2018 00:56", "06/12/2018 01:00", "06/12/2018 01:04",
"06/12/2018 01:08", "06/12/2018 01:12", "06/12/2018 01:16", "06/12/2018 01:20",
"06/12/2018 01:24", "06/12/2018 01:28", "06/12/2018 01:32", "06/12/2018 01:36",
"06/12/2018 01:40", "06/12/2018 01:44", "06/12/2018 01:48", "06/12/2018 01:52",
"06/12/2018 01:56", "06/12/2018 02:00", "06/12/2018 02:04", "06/12/2018 02:08",
"06/12/2018 02:12", "06/12/2018 02:16", "06/12/2018 02:20", "06/12/2018 02:24",
"06/12/2018 02:28", "06/12/2018 02:32", "06/12/2018 02:36", "06/12/2018 02:40",
"06/12/2018 02:44", "06/12/2018 02:48", "06/12/2018 02:52", "06/12/2018 02:56",
"06/12/2018 03:00", "06/12/2018 03:04", "06/12/2018 03:08", "06/12/2018 03:12",
"06/12/2018 03:16", "06/12/2018 03:20", "06/12/2018 03:24", "06/12/2018 03:28",
"06/12/2018 03:32", "06/12/2018 03:36", "06/12/2018 03:40", "06/12/2018 03:44",
"06/12/2018 03:48", "06/12/2018 03:52", "06/12/2018 03:56", "06/12/2018 04:00",
"06/12/2018 04:04", "06/12/2018 04:08", "06/12/2018 04:12", "06/12/2018 04:16",
"06/12/2018 04:20", "06/12/2018 04:24", "06/12/2018 04:28", "06/12/2018 04:32",
"06/12/2018 04:36", "06/12/2018 04:40", "06/12/2018 04:44", "06/12/2018 04:48",
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"06/12/2018 05:24", "06/12/2018 05:28", "06/12/2018 05:32", "06/12/2018 05:36",
"06/12/2018 05:40", "06/12/2018 05:44", "06/12/2018 05:48", "06/12/2018 05:52",
"06/12/2018 05:56", "06/12/2018 06:00", "06/12/2018 06:04", "06/12/2018 06:08",
"06/12/2018 06:12", "06/12/2018 06:16", "06/12/2018 06:20", "06/12/2018 06:24",
"06/12/2018 06:28", "06/12/2018 06:32", "06/12/2018 06:36", "06/12/2018 06:40",
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"06/13/2018 15:48", "06/13/2018 15:52", "06/13/2018 15:56"),
Latitude = c(-2.4310708, -2.4309536, -2.43089, -2.4309269,
-2.4309269, -2.4309086, -2.4307103, -2.4307103, -2.4307103,
-2.4307189, -2.4307183, -2.4307183, -2.4307094, -2.4307097,
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-2.4304267, -2.43039, -2.4303725, -2.4303636, -2.4302189,
-2.4297944, -2.4298314, -2.4298944, -2.4299758, -2.4300219,
-2.4300483, -2.4300847, -2.4301208, -2.4300589, -2.4300492,
-2.4301214, -2.4302036, -2.4302669, -2.4302769, -2.4301314,
-2.4301136, -2.4301133, -2.4301403, -2.4302139, -2.4302072,
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感谢您的帮助!
答案 0 :(得分:4)
应为mdy_hm
。没有13
月份,因此dmy_hm
将在06/13/2018 00:00
及其之后的任何行上失败。
library(data.table)
library(lubridate)
datanet1 <- datanet[, DateTime := mdy_hm(`Date & Time [Local]`)]
答案 1 :(得分:3)
anytime::anytime
将通过检查数据来选择适当的格式,并且@www回答时,这是格式错误的情况
library(anytime)
datanet[, DateTime := anytime(`Date & Time [Local]`)]
any(is.na(datanet$DateTime))
#[1] FALSE