Pandas

1. Pandas
2. Datasets
3. Planets data
4. StackOverflow Survey data
5. Planets - Read CSV into Dataframes
6. Planets - DataFrame Statistics
7. Pandas Read CSV various datatypes
8. Pandas Read CSV set dtype
9. Pandas Read CSV convert values
10. Pandas split multivalue column into separate columns
11. Pandas split multivalue column into separate columns - get_dummies
12. Planets - Show first and last rows
13. Planets DataFrame select columns
14. Planets DataFrame select rows
15. Planets DataFrame select rows and columns
16. DataFrame filter rows by size
17. DataFrame filter rows by value
18. DataFrame filter rows by value in list
19. DataFrame filter elementwise boolean and
20. DataFrame sort (sort_values)
21. DataFrame loc vs. iloc
22. Pandas Planets - Add calculated column, remove / delete column (drop)
23. Pandas Planets - calculate
24. Pandas read CSV set index column
25. Count values
26. Select top items
27. Pandas Show histogram
28. Pandas read selected columns
29. Pandas read file in chunks
30. Pandas read selected rows in chunks
31. Combine columns to create a new column
32. Add a new column (conditional)
33. Pandas read Excel
34. Create Excel file for experiment with random data
35. Calculate Genome metrics
36. Exercise: Pandas
37. TODO: Stack Overflow example