Title: Functions to Inspect, Impute, and Encode Data, and to Keep Track
Description: Functions to work with data frames to prepare data further analysis.
The functions for imputation and encoding can produce log files to keep track of data manipulation process.

Title: To Inspect, Impute, Encode, and Partition Data; and to Keep
Description: Functions to work with data frames to prepare data for further analysis.
The functions for imputation, encoding, and Partitioning can produce log files to keep track of data manipulation process.

Title: To Inspect and Manipulate Data; and to Keep Track of This
The functions for imputation, encoding, partitioning, and other manipulation can produce log files to keep track of process.

Description: Data cleaning functions for classes logical,
factor, numeric, character, currency and Date to make
Packaged: 2019-11-04 18:54:37 UTC; msberends

Packaged: 2020-01-24 08:40:46 UTC; msberends

Packaged: 2020-01-31 20:08:14 UTC; msberends

Imports: crayon, knitr, pillar, rlang (>= 0.3.1), vctrs
Packaged: 2020-04-01 09:23:41 UTC; msberends

Packaged: 2020-06-01 13:26:15 UTC; msberends

Imports: backports, crayon, knitr, pillar, rlang (>= 0.3.1), vctrs
Packaged: 2020-12-02 09:11:10 UTC; msberends

Packaged: 2021-05-24 14:28:23 UTC; msberends

Packaged: 2021-06-13 10:12:44 UTC; msberends

Suggests: ggplot2, rmarkdown, testthat (>= 1.0.2)
Packaged: 2022-10-28 13:00:20 UTC; msberends

Maintainer: Rafael Silva Pereira <r.s.p.models@gmail.com>
Description: How to deal with missing data?Based on the concept of almost functional dependencies, a method is proposed to fill missing data, as well as help you see what data is missing.
The user can specify a measure of error and how many combinations he wish to test the dependencies against, the closer to the length of the dataset, the more precise.
But the higher the number, the more time it will take for the process to finish.
If the program cannot predict with the accuracy determined by the user it shall not fill the data, the user then can choose to increase the error or deal with the data another way.