Lecture 5 - Pandas, Part 1
Presented by Fernando Perez
Content by Fernando Perez, Josh Hug
A random one of the following Google Forms will give you an alphanumeric code once you submit; you should take this code and enter it into the “Lecture 5” question in the “Quick Check Codes” assignment on Gradescope to get credit for submitting this Quick Check. You must submit this by Monday, September 14th at 11:59PM to get credit for it.
| Video | Quick Check | |
|---|---|---|
| 5.1.1 Pandas data frames, series, and indices. |
5.1.1 | |
| 5.1.2 Pandas indices demo. |
5.1.2 | |
| 5.2 Pandas indexing with the bracket operator. |
5.2 | |
| 5.3 Pandas boolean array selection, the isin function, and the query command. |
5.3 | |
| 5.4.1 Pandas indexing with .loc. |
5.4.1 | |
| 5.4.2 Pandas indexing with .iloc and Pandas sampling. |
5.4.2 | |
| 5.5.1 Pandas utility functions, properties, and the sort_values method. |
5.5.1 | |
| 5.5.2 The value_counts and unique methods in Pandas. An exploration of the baby names data set. |
5.5.2 | |