Module 13

pandas and charts

tables, cleaning, groups, charts

When you finish this module you can say:

I can read a real dataset with pandas, clean it, summarize it by group, and explain it with charts.

By the end of this module you'll be able to write a report that reads a real dataset, cleans it, summarizes it by species, and explains it with three charts.

Lessons

6 lessons · ≈ 59 min

1. Table: DataFrame9 min
2. Selecting and filtering9 min
3. Missing data and cleaning10 min
4. Grouping: groupby9 min
5. Plotting: Matplotlib10 min
6. Project: Data exploration report12 min · project

Practice exercises

Short writing exercises, independent of the lessons: Go to the exercises

1. Above the average
2. The first young one
3. Clean up the broken heights
4. Average per product