Lecture 5 - Pandas, Part 1
Presented by Fernando Perez
Content by Fernando Perez, Josh Hug
A reminder – the right column of the table below contains Quick Checks. These are not required but suggested to help you check your understanding.
| Video | Quick Check | |
|---|---|---|
| 5.0 Announcements, SQL Review. |
||
| 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 | |