Learn to use the seaborn library for statistical analysis and data visualization, covering pair plots, scatter plots, line plots, heatmaps, bar plots, box plots and violin plots.

Become a Data Analyst

In this module, you’ll explore the seaborn library for statistical analysis and data visualization. You'll learn to create various plots for numerical and categorical data, style figures for improved aesthetics, and use multiplot grids to visualize complex relationships. By the end, you'll be proficient in using seaborn to create insightful and visually appealing visualizations.

Data Visualization with Seaborn

The default theme for seaborn plots is ________.

The default theme for seaborn plots is ________.

Let's say we need to implement a machine learning model. As a first step, we want to visualize the correlation among different features using a heatmap. Which seaborn color palette would be the appropriate choice given our data and end goal?

Let’s say we need to implement a machine learning model. As a first step, we want to visualize the correlation among different features using a heatmap. Which seaborn color palette would be the appropriate choice given our data and end goal?

We have a dataset containing a student's exam scores in different subjects such as mathematics, English, history, and so on, with a total of eight subjects. Which seaborn color palette would be suitable to represent this data in different visualizations so that we can see the students' scores along different subjects?

We have a dataset containing a student’s exam scores in different subjects such as mathematics, English, history, and so on, with a total of eight subjects. Which seaborn color palette would be suitable to represent this data in different visualizations so that we can see the students’ scores along different subjects?

We want to visualize the spread of COVID-19 in different years, and look at when the most cases were reported and how it spread within various countries. Which seaborn theme would be suitable to observe this data?

We want to visualize the spread of COVID-19 in different years, and look at when the most cases were reported and how it spread within various countries. Which seaborn theme would be suitable to observe this data?

Which property of a seaborn plot can be used to modify the transparency of seaborn axis spines?

Which property of a seaborn plot can be used to modify the transparency of seaborn axis spines?

Quiz on styling and figure aesthetics

Quiz on styling and figure aesthetics

Test yourself on the fundamentals of styling and figure aesthetics.

Introduction to Seaborn and Statistical Analysis

Plotting Numerical Data

Assessment on Plotting Numerical Data

Plotting the Categorical Data

Assessment on Categorical Plots

Styling and Figure Aesthetics

Assessment on Styling and Figure Aesthetics

Multiplot Grids

Assessment on Multi-Plot Grids

Conclusion

Quiz on Styling and Figure Aesthetics