cleandata (version 0.3.0)

To Inspect and Manipulate Data; and to Keep Track of This Process

Description

Functions to work with data frames to prepare data for further analysis. The functions for imputation, encoding, partitioning, and other manipulation can produce log files to keep track of process.

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Install

install.packages('cleandata')

Monthly Downloads

207

Version

0.3.0

License

MIT + file LICENSE

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Repository

https://github.com/sherrisherry/cleandata

Maintainer

Sherry Zhao

Last Published

December 1st, 2018

Functions in cleandata (0.3.0)

encode_binary

Encode Binary Data Into 0 and 1

inspect_na

Find Out Which Columns Have Most NAs

encode_onehot

One-Hot Encoding

inspect_smap

Simply Classify The Columns of A Data Frame

encode_ordinal

Encode Ordinal Data Into Integers

impute

Impute Missing Values

partition_random

Partitioning A Dataset Randomly

inspect_map

Classify The Columns of A Data Frame

wh_dict

Create Data Dictionary from Data Warehouse

encode

List of Encoders