R: A Set of Tools for Exploratory Data Analysis

# A Set of Tools for Exploratory Data Analysis

## Documentation for package ‘ExploreTheData’ version 0.1.0

- DESCRIPTION file

## Help Pages

AccountingExample | Synthetic accounting dataset example, from Excel
BinomialCIsByCategorical | Compute binomial probabilities over categorical variable levels
CompareCategoricalLevels | Compare categorical level distribution between subsets
CompareNumericSets | Compare distributions of numerical variables between subsets
ComputeOutlierLimits | Compuute outlier limits by three methods
FindInliers | Detect inliers based on unusual frequency of ocurrance
FindOutliers | Find outliers by three methods
FirstAnomalyDataFrame | Dataset with missing values and other special cases
plot.BinomCIframe | Plot binomial confidence intervals
plot.CatDiffs | Plot significant categorical level differences between data subsets
ProfileDataFrame | Profile a data frame
ShannonHomogeneity | Compute the Shannon homogeneity for a vector
SummarizeInliers | Summarize elements of a numerical vector that occur unusually often
SummarizeOutliers | Summarize outliers detected by three methods
TabulateSpecialValues | Tabulate special values often representing missing data
WelchRankTest | Compare two numerical data subsets