Tutorials

Data analysis and visualization tutorials and tips.

Data Processing

Data processing/cleaning workflows in Pandas: missing values, duplicates, reshaping, joins…

Amounts and Distribution

Use Seaborn to create visualizations for amounts & distributions: barplots, point plots…

Multivariate Plots

Use Seaborn to create multivariate visualizations: scatter plots, line pots, heatmaps, joint…

Sankey Diagrams and Network Graphs

Network Diagram

Use Plotly, Pyvis & NetworkX to create sankey & network diagrams.

R Tips

Common R tips & code snippets: dplyr data manipulation, stringr text operations, CSS color names…

Plotly Charts Display in Google Colab

How Plotly render inside Colab and in the browser after exporting notebook to HTML.

Network Diagram Display in Google Colab

Display a Pyvis network diagram both in Colab and the exported notebook HTML, without dependencies.

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