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我有一個長格式的數據集,並希望使用Reshape或Reshape之前的任何預處理將其轉換爲寬格式。難點在於「價值」變量是非數字的。請注意,原始數據中也有合法的重複記錄。以下代碼顯示每個數據的佈局。Reshape中的「聚合」非數字變量
id = c(1, 1, 1, 1, 1, 1, 1)
month <- c("jan", "feb", "feb", "march", "april", "april", "april")
stress <- c("mild", "mild", "high", "moderate", "mild", "high", "mild")
Longdata <- data.frame(id, month, stress, stringsAsFactors = FALSE)
這是原單格式:
> Longdata
id month stress
1 1 jan mild
2 1 feb mild
3 1 feb high
4 1 march moderate
5 1 april mild
6 1 april high
7 1 april mild
這是我想怎麼組織起來的數據:
id <- c(1)
jan <- c("mild")
feb <- c("mild-high")
march <- c("moderate")
april <- c("mild-high-mild")
widedata <- data.frame(id, jan, feb, march, april, stringsAsFactors = FALSE)
> widedata
id jan feb march april
1 1 mild mild-high moderate mild-high-mild