DataPreparator is an easy to use interface that allows you to explore and
prepare your data for data analysis and data mining.
Key features:

– Data set operations
– Attribute set operations
– Data processing
– Data transformation
– Visualization

R-based tool
The tool can be deployed using an R-based shell script or through the R-based
Rstudio (see code below).

/*=============================================================================================================
Rstudio Installation
=============================================================================================================*/

// Create a directory for data preparation
mkdir(paste0(system2(‘pwd’), “/dataPreparator”));
// Install dataPreparator
install.packages(“dataPreparator”);
library(dataPreparator);

In the following code, we illustrate the execution of the dataPreparator shell script in a Rstudio or R-based command prompt:
// Load dataset
library(“rJava”);
library(“rJavaUtils”);
library(“rJava”);
dataset =
read.table(
“~/Downloads/bad_cars.txt”,
header = FALSE,
sep = “\t”,
quote = “”,
row.names = 1L,
stringsAsFactors = FALSE
);

// Create data sets for attribute selection
new_dataset = ds$create(attributes=dataset$year, category=”~year”);

// Evaluate some operations
new_dataset[1:3] =
new_dataset[1:3]
[,1:2] =
new_dataset[1:2]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset[1:3]
new_dataset eea19f52d2

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