Learning path
Data Visualization
Turn numbers into clear charts with Matplotlib and Seaborn, and learn which chart answers which question.
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1
Data Visualization Introduction
Why charts matter, how to pick the right chart for your question, and the parts of every Matplotlib chart.
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2
Line and Bar Charts with Matplotlib
Compare trends with line charts and categories with bar charts, and add colours, legends and value labels.
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3
Histograms, Scatter Plots and Subplots
See how values are spread with histograms, find relationships with scatter plots, and put several charts in one figure.
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4
Seaborn Basics
Make clean statistical charts straight from a DataFrame with Seaborn's countplot, barplot, histplot and boxplot.
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5
Relationships and Heatmaps with Seaborn
Show relationships with scatterplot and regplot, find which columns move together with a correlation heatmap, and build a mini dashboard.