[英]Sum variable by month/year in r
I receive historical demand data from an excel spreadsheet in the following format:我从 Excel 电子表格中收到以下格式的历史需求数据:
Part Number Requested Date Quantity
123 01/24/2013 12:53 1
122 02/07/2013 09:57 1
122 02/14/2013 09:58 7
124 11/21/2012 12:46 1
I typically provide my management charts from excel by part like this but I want to be more proficient in R---doing hundreds of these at time我通常像这样按部分提供我的 excel 管理图表,但我想更精通 R ---一次做数百个
We can try with as.yearmon
to create the grouping variable and then get the sum
of 'Quantity' in summarise
我们可以尝试使用as.yearmon
创建分组变量,然后在summarise
获取“数量”的sum
library(zoo)
library(dplyr)
df1 %>%
group_by(PartNumber, yearMon = as.yearmon(RequestedDate, "%m/%d/%Y %H:%M")) %>%
summarise(Quantity = sum(Quantity))
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