cleanUpAttempt: Attempt to clean-up messy vectors

In jgodet/utilitR: Lots of useful functions

Attempt to clean-up messy vectors

Description

An attempt to clean-up messy vectors

Usage

cleanUpAttempt(messy, cluster = FALSE, ngroup = NULL, graph = TRUE, h = NULL)

Arguments

messy	a factor vector
cluster	logical
ngroup	integer giving the number of cluster to be formed
graph	logical plot or not hclust
h	numeric scalar or vector with heights where the tree should be cut

Details

use stringdist package. examples from https://cran.r-project.org/web/packages/rrefine/vignettes/rrefine-vignette.html

Value

void or cleaned-up factor

Author(s)

JuG

Examples

x <- c("Y", "Y,", "Yes", "N", "No",NA,"No","No","No","Nope","Yes","Yes","Yes")
cleanUpAttempt(x)
cleanUpAttempt(x,ngroup =  2)
cleanUpAttempt(x, h=2)
xc <- cleanUpAttempt(messy = x,ngroup =  2, cluster = TRUE)
summary(xc)
xd <- cleanUpAttempt(messy = x,h =  2, cluster = TRUE)
summary(xd)

# install.packages("devtools")
devtools::install_github("vpnagraj/rrefine")
library(rrefine)
summary(lateformeeting$what.day.whas.it) #What a mess!
cleanUpAttempt(messy = lateformeeting$what.day.whas.it)
cleaned <-cleanUpAttempt(messy = lateformeeting$what.day.whas.it,ngroup = 5,cluster=TRUE)
summary(cleaned)

cleanUpAttempt(messy = lateformeeting$was.i.on.time.for.work,ngroup=2)

raw <- c("persistante modérée à sévère", "Persistante modérée a sévère","légère", "persistante modérée à sévère",
"persistante légère", "persistante modérée à sévère","persistante  modérée à sévère",
"persistante modérée à sévère","persistante modérée  à sévère", "persistante modérée à sévère","rien à voir",
"persistante modérée à sévère",NA, "persistante modérée à sévère",
"persistante légère","persistante modérée à sévère", "autre solution","persistante modérée,à sévère",
"persistante modérée à sévère","persistante modérée à sévère", "persistante légère","persistante modérée à sévèr",
"persistante légère", "persistant modérée à sévère")
cleanUpAttempt(messy = raw)
cleanUpAttempt(messy = raw,ngroup=4)

jgodet/utilitR documentation built on April 13, 2025, 11:16 p.m.