Notes from December 2021 workshop

[jorisvandenbossche]

Slides:

• Update the IDEs page? Should we still mention Eclipse with PyDev?

Jupyter introduction:

• I wouldn't explain "raw text" cell?
• There is a "math processing error"

Pandas:

• [] handle the nuisance columns deprecation

Pandas basic operations:

• move numpy import to exercise

Pandas groupby notebook

• Exercise 3: use "mean" instead

Matplotlib:

• Pandas interaction: use of .format -> better explain this, or show in extended solution, or put in a Python call out box

Seaborn:

• mention estimator functionality after the exercises

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First day:

• pandas notebooks 1, 2, 3a and 4 (timeseries)
• start with bike count case study

Second day:

Morning:

• Continue with bike count
• indexing (loc/iloc)
• groupby

Afternoon:

• visualization matplotlib
• observations processing case study

Third day:

Morning:

• (Start observations analysis until everyone is present)
• Seaborn
• Tidy data (+ melt + pivot)
• Exercise with case 3 bacterial

Afternoon:

• Continue case 3 + case observations
• Combining data as intermezzo
• Visualization landscape