A collection of functions that work with data frame to inspect and manipulate data; and to keep track of data manipulation by producing log files.
Available on CRAN: https://cran.r-project.org/package=cleandata
Demonstration: Wrangling Ames Housing Dataset
I planned to keep writing new demos and linking them in this Readme file.
inspect_smap: A Simplified Thus Faster Version of inspect_map
Imputation
impute_mode: Impute Missing Values by Mode
Encoding
encode_onehot: One Hot encoding
Partitioning
partition_random: Partition A Dataset Randomly
Other
You can install from CRAN:
install.packages('cleandata')
Alternatively, you can download the source package from the release page of this GitHub repo.
# place the source package in your work directory
install.packages('cleandata_0.3.0.tar.gz', repos = NULL, type="source")
# loading the package
library('cleandata')
# getting help
help(package = 'cleandata')
# getting demos
browseVignettes('cleandata')
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