discover relationships & structure
This directory contains 17 workflows.
Andrews plot
Andrews curves allow one to plot multivariate data as a large number of curves that are created using the attributes of samples as coefficients for Fourier […]
Andrews plot (using R)
Andrews curves allow one to plot multivariate data as a large number of curves that are created using the attributes of samples as coefficients for Fourier […]
Conditional boxplots of multiple numeric columns
Discover relationships between numeric variables and a categorical target variable Draw conditional boxplots. Select one to eight numeric columns at a time. […]
Conditional density plot
Takes two inputs: One is continuous and the other a string. Density plot of continuous data is plotted against or subsetted by string values. The component […]
Conditional densityplots of multiple numeric columns
Discover relationship between numeric variables & discrete target variable ========================================================================== Draw […]
map--covid data
Last amended: 4th Feb, 2022. This workflow illustrates mapping covid19 data on map. Data Source: https://www.kaggle.com/imdevskp/corona-virus-report. […]
Mosaic plot between three categorical columns
Discover relationship between three categorical features =========================================== Draws mosaic plot between three categorical variables. […]
Mosaic plot between two categorical columns
Discover relationship between two categorical features ============================================ Draws mosaic plot between two categorical variables. […]
Multiple boxplots or density plots side-by-side
Draw in one go either multiple box plots or multiple density plots, side-by-side (not overlapping), for quick inspection. This component does not draw […]
Multiple conditional density plots
Discover relationships between numeric variables and a categorical target variable Conditional density plots are drawn. Select one to eight numeric columns […]