I recovered still following todos: - [ ] use "gender" instead of "sex" - [ ] add visual schema for melt (https://twitter.com/justmarkham/status/1206950457677094913) + improve docs - [ ] provide good cheatsheet for during the course @jorisvandenbossche you can check https://github.com/jorisvandenbossche/DS-python-data-analysis/issues/122 and https://github.com/jorisvandenbossche/DS-python-data-analysis/issues/64 yourself to see if I'm missing still a remark to tackle.