Changelog

SmartEDA 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 customise the graph theme in ExpReport
• Changed input parameter name from ‘gp’ to ‘target’ in ExpNumViz

SmartEDA 0.3.1 2019-05-04

Enhancements

• Added ‘bins’, ‘plot’, ‘round’ and ‘top’ options to plot bar graph in ExpCatStat
• Added ‘theme’ option to customise 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

SmartEDA 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

SmartEDA 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.

SmartEDA 0.1.0 2018-04-06

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