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SmartEDA 0.3.10

Bug Fixes

• Removed the InformationValue package from Rd cross-references, whichis used in ExpWoeTable, as it is no longer available on CRAN
• #9:Corrected spelling mistake “pacakge” to “package”
• #11:Fixed issues in ExpCatViz while plotting Factor levels. Now we can setfactor levels for any categorical columns and plot the graph
• #12:Theme option problem is fixed

SmartEDA 0.3.9

Bug Fixes

• Typo correction - “Inforamtion Value” to “Information Value”
• There was a issues in ExpReport() while running the attitudedataset, which is fixed
• Issue with ExpData() when dealing with text data and tibbles - whichis fixed

Enhancements

• Added weight argument inExpctable, andExpNumStat to compute weighted summary and counts

SmartEDA 0.3.8

Bug Fixes

• matrix warning has fixed

SmartEDA 0.3.7

New Features

• Added functionExpTwoPlots to graph from same variablewhen Target=NULL vs. when Target = categorical variable (binary ormulti-class variable)

Enhancements

• Added “fun” option to add custom statistics on data dictionaryoutput inExpData

SmartEDA 0.3.6

Bug fixes

• Problem with date format. Fixed a bug inExpData(),function is now supporting for all types of columns. Previously thisfunction were not supporting to data types POSIXlt or date format
• FixedExpNumViz() code in the README file. Previouslyit contains arguments that are not (anymore) present in thefunction

Enhancements

• Added new outcome forExpOutliers() called outlierindex value. Outlier index for both upper and lower outliers
• Column name changed from returned output ofExpData()type 1 - “Obs” to new name “Value”
• Column name changed from returned output ofExpData()type 2 - “S.no” to new name “Index”, “% of Missing” as“Per_of_Missing”
• Corrected few spell mistakes fromExpData() helpfile
• Corrected output readings fromExpData() - Uniquevariable replaced as identifier variables

SmartEDA 0.3.5

Bug fixes

• Fixed a bug inExpCatStat, Corrected odds ratiocalculation for multi class
• Fixed a bug inExpData, for Type = 2 changed outputvariable structure - previously all columns are factors and now changedto character and integer values.

Enhancements

• Removed asterisk mark from factor and date variables inExpData type = 2
• Added unique variable count inExpData type = 1
• Missing value percentage will be calculated based on NA value andno. of blanks
• Added Target column inExpCatStat output where stat =“IV”

SmartEDA 0.3.4

Enhancements

• Added multiple standard deviation options to treat outlier value inExpOutliers

Bug fixes

• Fixed error Centos 7 MRO, removed grDevices hcl.coloursdependencies

SmartEDA 0.3.3

New Features

• Added functionExpOutliers to run univariate outlieranalysis

SmartEDA 0.3.2

Enhancements

• Added ‘scatter’ option to plot the correlation plot between all thenumeric variables in a dataframeExpNumViz
• Added ‘theme’ option to customize the graph theme inExpReport
• Changed input parameter name from ‘gp’ to ‘target’ inExpNumViz

SmartEDA 0.3.1

Enhancements

• Added ‘bins’, ‘plot’, ‘round’ and ‘top’ options to plot bar graph inExpCatStat
• Added ‘theme’ option to customize the graph theme in bothExpCatViz andExpNumViz
• Added ‘gtitle’ option to add additional chart title on bothExpCatViz andExpNumViz
• Removed ‘Label’ option fromExpCatStat
• Changed input parameter name from ‘gp’ to ‘target’ inExpCatViz

Bug fixes

• Fixed a formula issues on odds calculation inExpCatStat

SmartEDA 0.3.0

New Features

• Added functionExpOutQQ to plot Quantile-Quantile Plotsfor outlier checking
• Added functionExpParcoord for Parallel Co-ordinateplots

Enhancements

• Added “rdata”,“value” option to plot bars graph inExpCatViz
• Added “dcast” option to reshape the data inExpCustomStat
• Added “dcast”,“val” option to customise the summary statistics inExpNumStat
• Added “Template” option to read rma inExpNumStat

Bug fixes

• Fixed a bug inExpData

SmartEDA 0.2.0

New Features

• Added functionExpCustomStat to customise the summarystatistics.
• Added both counts and percentages inExpData underoption Type=1 and removed DV option from the parameter list.

Bug fixes

• Fixed a bug inExpCatViz function for not running thegrid
• Fixed a bug inExpData function, not running for somevariable types.

SmartEDA 0.1.0

• Added aNEWS.md file to track changes to thepackage.