DataVisualization

Let's start with the line plots. These are quite useful when trying to show the effects of something or changes among time or other streams. Nearly all of the plots are demonstrated on the iris dataset. All of the plots, codes that are shown, in the following and even more are present in this repo

Area Plot

Area plot is the one of the most using line plots.

areaplot

Radar -Spider Plot

Actually, this plot arguably the most used plot in history. FM, FIFA, PES, and many games have been widely used in this plot. Besides all of that this is the plot that I am most familiar with-of course because of FIFA- . I am sorry academia but this plot belongs to the gamers… Sad story..

radarPlot

Line Plot

Following visualization is for demonstration of subplots

linesSubplots

Focused Line Plot

You can see the lines that I focus are colored but the other ones are shaded.

focusedline

Violin Plot

These plots are very similar to box plots.

violinPlot

Box Plot

These plots are very useful plots on investigation of data summary.

boxplot

Parallel Plot

These plots are very useful while investigating sequential features like DL model hyperparameters.

paralelLine

Venn Diagrams

vennDiagrams

Regression Plot

correlation

Correlation Plot

correlationplot2

Contour-Marginal Plot

marginalContour

GitHub