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Phases

4 phases

Order Name Description Activities Actions
1 Frame the Problem Nothing downstream is trustworthy if the question is wrong. This phase turns a business need into a chosen analysis type …
2 Explore Data and Find Signal Go from raw selected datasets to validated conclusions: organize and clean the data, engineer a feature table aimed at one …
3 Design the Visual Story A correct conclusion still fails if it's shown badly. Apply a systematic analytical-pattern method to pick, per finding, the right …
4 Build the Story in Plotly Turn the storyboard into a real, shareable Jupyter notebook: implement every planned chart in Plotly with the exact scale/reference-line/layout decisions …