Visualization In Python IV : Venn, Density, Violin Graphs

1. Venn Diagram

Intersection of the Venn diagram

Distribution Plots

1. Histogram

distribution of the Intelligence Quotient ( IQ) for a test group. The dashed lines represent the standard deviation each side of the mean (the solid line)

2. Density Plot

Basic density plot and basic Multi-density plot

3. Box Plot

Diagram shows a basic box plot that shows the height of a group of people
Diagram shows a basic box plot for multiple variables. In this case, it shows heights for two different groups — adults and non-adults

4. Violin Plot

Diagram shows a violin plot for a single variable and shows how students have performed in Math
Diagram shows a violin plot for two variables and shows the performance of students in English and Math
Diagram shows a violin plot for a single variable divided into three groups, and shows the performance of three divisions of students in English based on their score

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Abhijeet Srivastav

CEO Techneophyte | Python Developer | ML Engineer | Data Scientist | Flutter Developer | Penetration Tester | Software Engineer at Infosys