A Set of Tools for Exploratory Data Analysis

Documentation for package ‘ExploreTheData’ version 0.1.0

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