Nothing
## ---- include = FALSE---------------------------------------------------------
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>"
)
## -----------------------------------------------------------------------------
library(mde)
## -----------------------------------------------------------------------------
na_summary(airquality)
## -----------------------------------------------------------------------------
na_summary(airquality,sort_by = "percent_complete")
## ----reset_rownames-----------------------------------------------------------
na_summary(airquality,sort_by = "percent_complete", reset_rownames = TRUE)
## -----------------------------------------------------------------------------
na_summary(airquality, sort_by = "percent_missing")
## -----------------------------------------------------------------------------
na_summary(airquality, sort_by="percent_missing", descending = TRUE)
## -----------------------------------------------------------------------------
na_summary(airquality, exclude_cols = c("Day", "Wind"))
## -----------------------------------------------------------------------------
na_summary(airquality, regex_kind = "inclusion",pattern_type = "starts_with", pattern = "O|S")
## -----------------------------------------------------------------------------
na_summary(airquality, regex_kind = "exclusion",pattern_type = "regex", pattern = "^[O|S]")
## -----------------------------------------------------------------------------
test2 <- data.frame(ID= c("A","A","B","A","B"), Vals = c(rep(NA,4),"No"),ID2 = c("E","E","D","E","D"))
na_summary(test2,grouping_cols = c("ID","ID2"))
## -----------------------------------------------------------------------------
na_summary(test2, grouping_cols="ID")
## -----------------------------------------------------------------------------
get_na_counts(airquality)
## -----------------------------------------------------------------------------
test <- structure(list(Subject = structure(c(1L, 1L, 2L, 2L), .Label = c("A",
"B"), class = "factor"), res = c(NA, 1, 2, 3), ID = structure(c(1L,
1L, 2L, 2L), .Label = c("1", "2"), class = "factor")), class = "data.frame", row.names = c(NA,
-4L))
get_na_counts(test, grouping_cols = "ID")
## -----------------------------------------------------------------------------
percent_missing(airquality)
## -----------------------------------------------------------------------------
percent_missing(test, grouping_cols = "Subject")
## -----------------------------------------------------------------------------
percent_missing(airquality,exclude_cols = c("Day","Temp"))
## -----------------------------------------------------------------------------
sort_by_missingness(airquality, sort_by = "counts")
## -----------------------------------------------------------------------------
sort_by_missingness(airquality, sort_by = "counts", descend = TRUE)
## -----------------------------------------------------------------------------
sort_by_missingness(airquality, sort_by = "percents")
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