Please explain the definitions for all these terms properly. (OMIS 482)

1. Types of Variables in Python:
2. Boolean Variables and Operators
3. The "While" Loop
4. The "For" Loop
5. The "IF" Statement
6. Lists
7. Slicing
8. Python Functions
9. Importing Python Packages
10. Numpy Arrays
11. Matrices
12. Dictionaries
13. Creating your own function
14. Importing data
15. How to explore your dataset
16. Subsetting Dataframes
17. Filtering Dataframes
18. Creating advanced visualizations
19. Creating Dashboards
20. Defining time variables