如何计算条件在 R 中以分钟为单位找到两个 DateTime 之间的差异

Question

我模拟数据，DateTime 是数据库中的日期类型。 我想计算两个 DateTime 之间的分钟差，并从组中找到 integer 或小数的平均时间。
它仅通过确认进行计算。

可能类似于此 output 数据帧。

这是我的期望图。 橙色是拒绝 grom group1

我该怎么做？ 谢谢你的到来。

Answer 1

您还可以使用dplyr和ggplot2包来完成此操作：此外，如果您的日期是字符串，您可以使用lubridate package。

要获得差异和平均值：

library(dplyr)
#load if you need to convert strings to dates
library(lubridate)

#df as in example, check 'Data' below
df_new <- df %>%
#counting differences in minutes
  mutate(difference = difftime(ymd_hms(date1), ymd_hms(date2), unit = "mins")) %>%
#grouping dates by 'abc' group
  group_by(group1) %>%
#counting average difference for every 'abc' group in minutes
  mutate(average = mean(difference))

制作 plot：

library(ggplot2)

#passing summarized data to ggplot to create a plot and choosing aesthetics / dimensions to be ploted
ggplot(df_new, aes(y = avg_diff, x = group1, fill = group2)) +
#choosing type of plot
  geom_col() +
#flipping x and y axis
  coord_flip() +
#choosing colors
  scale_fill_manual(values = c("green", "orange"))

数据：

df <- data.frame(date1 = c("2020-04-05 11:51:51",
                           "2020-04-06 13:55:16",
                           "2020-04-06 14:26:56",
                           "2020-04-06 14:35:05",
                           "2020-04-06 14:36:00",
                           "2020-04-06 14:36:31",
                           "2020-04-06 14:36:31",
                           "2020-04-04 19:00:38",
                           "2020-04-05 21:22:23"),
                 date2 = c("2020-04-05 10:10:23",
                           "2020-04-06 11:41:20",
                           "2020-04-06 14:25:58",
                           "2020-04-06 14:26:03",
                           "2020-04-06 14:32:02",
                           "2020-04-06 14:33:35",
                           "2020-04-06 14:33:35",
                           "2020-04-04 18:30:29",
                           "2020-04-05 21:21:46"),
                 group1 = c("a", "b", "a", "a", "a", "b", "b", "c", "c"),
                 group2 = c("accept", "accept", "accept", "denny", "denny", "accept", "accept", "denny", "denny"),
                 stringsAsFactors = F)