Changes in version 0.3.10 (2024-01-30)                 

Bug Fixes

  - Removed the InformationValue package from Rd cross-references, which
    is 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 set factor levels for any categorical columns and plot the graph
  - #12: Theme option problem is fixed

                 Changes in version 0.3.9 (2022-12-03)                  

Bug Fixes

  - Typo correction - "Inforamtion Value" to "Information Value"
  - There was a issues in ExpReport() while running the attitude
    dataset, which is fixed
  - Issue with ExpData() when dealing with text data and tibbles - which
    is fixed

Enhancements

  - Added weight argument in Expctable, and ExpNumStat to compute
    weighted summary and counts

                 Changes in version 0.3.8 (2021-06-05)                  

Bug Fixes

  - matrix warning has fixed

                 Changes in version 0.3.7 (2021-04-03)                  

New Features

  - Added function ExpTwoPlots to graph from same variable when
    Target=NULL vs. when Target = categorical variable (binary or
    multi-class variable)

Enhancements

  - Added "fun" option to add custom statistics on data dictionary
    output in ExpData

                 Changes in version 0.3.6 (2020-07-10)                  

Bug fixes

  - Problem with date format. Fixed a bug in ExpData(), function is now
    supporting for all types of columns. Previously this function were
    not supporting to data types POSIXlt or date format
  - Fixed ExpNumViz() code in the README file. Previously it contains
    arguments that are not (anymore) present in the function

Enhancements

  - Added new outcome for ExpOutliers() called outlier index value.
    Outlier index for both upper and lower outliers
  - Column name changed from returned output of ExpData() type 1 - "Obs"
    to new name "Value"
  - Column name changed from returned output of ExpData() type 2 -
    "S.no" to new name "Index", "% of Missing" as "Per_of_Missing"
  - Corrected few spell mistakes from ExpData() help file
  - Corrected output readings from ExpData() - Unique variable replaced
    as identifier variables

                 Changes in version 0.3.5 (2020-04-25)                  

Bug fixes

  - Fixed a bug in ExpCatStat, Corrected odds ratio calculation for
    multi class
  - Fixed a bug in ExpData, for Type = 2 changed output variable
    structure - previously all columns are factors and now changed to
    character and integer values.

Enhancements

  - Removed asterisk mark from factor and date variables in ExpData type
    = 2
  - Added unique variable count in ExpData type = 1
  - Missing value percentage will be calculated based on NA value and
    no. of blanks
  - Added Target column in ExpCatStat output where stat = "IV"

                 Changes in version 0.3.4 (2020-04-01)                  

Enhancements

  - Added multiple standard deviation options to treat outlier value in
    ExpOutliers

Bug fixes

  - Fixed error Centos 7 MRO, removed grDevices hcl.colours dependencies

                 Changes in version 0.3.3 (2020-01-21)                  

New Features

  - Added function ExpOutliers to run univariate outlier analysis

                 Changes in version 0.3.2 (2019-07-03)                  

Enhancements

  - Added 'scatter' option to plot the correlation plot between all the
    numeric variables in a dataframe ExpNumViz
  - Added 'theme' option to customize the graph theme in ExpReport
  - Changed input parameter name from 'gp' to 'target' in ExpNumViz

                 Changes in version 0.3.1 (2019-05-04)                  

Enhancements

  - Added 'bins', 'plot', 'round' and 'top' options to plot bar graph in
    ExpCatStat
  - Added 'theme' option to customize the graph theme in both ExpCatViz
    and ExpNumViz
  - Added 'gtitle' option to add additional chart title on both
    ExpCatViz and ExpNumViz
  - Removed 'Label' option from ExpCatStat
  - Changed input parameter name from 'gp' to 'target' in ExpCatViz

Bug fixes

  - Fixed a formula issues on odds calculation in ExpCatStat

                 Changes in version 0.3.0 (2018-07-25)                  

New Features

  - Added function ExpOutQQ to plot Quantile-Quantile Plots for outlier
    checking
  - Added function ExpParcoord for Parallel Co-ordinate plots

Enhancements

  - Added "rdata","value" option to plot bars graph in ExpCatViz
  - Added "dcast" option to reshape the data in ExpCustomStat
  - Added "dcast","val" option to customise the summary statistics in
    ExpNumStat
  - Added "Template" option to read rma in ExpNumStat

Bug fixes

  - Fixed a bug in ExpData

                 Changes in version 0.2.0 (2018-05-21)                  

New Features

  - Added function ExpCustomStat to customise the summary statistics.
  - Added both counts and percentages in ExpData under option Type=1 and
    removed DV option from the parameter list.

Bug fixes

  - Fixed a bug in ExpCatViz function for not running the grid
  - Fixed a bug in ExpData function, not running for some variable
    types.

                 Changes in version 0.1.0 (2018-04-06)                  

  - Added a NEWS.md file to track changes to the package.