Free lesson resources for teaching Data Science NPA (National Progress Award) Levels 5 and 6.
This lesson covers,
- how pandas indexes work
- practise reshaping from long to wide and wide to long
Lesson content,
A PowerPoint/PDF presentation, ‘Practise reshaping datasets in Python’
2 Jupyter notebooks:
- ‘practise_reshaping_data.ipynb’ (for learners)
- ‘practise_reshaping_data_with_answers.ipynb’ (for teachers)
Planning document with learning intentions and success criteria
For more information on the Data Science NPA, please see teachdata.science
If you have any questions or feedback on this lesson, please email lessons@effini.com
This lesson has been created by effini in partnership with Data Education in Schools, The Data Lab and Data Skills for Work, with funding from the Scottish Government
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