Lecture 4 - 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
4.0
Introduction
4.1.1
Pandas data frames, series, and indices.
4.1.1
4.1.2
Pandas indices demo.
4.1.2
4.2
Pandas indexing with the bracket operator.
4.2
4.3
Pandas boolean array selection, the isin function, and the query command.
4.3
4.4.1
Pandas indexing with .loc.
4.4.1
4.4.2
Pandas indexing with .iloc and Pandas sampling.
4.4.2
5.5.1
Pandas utility functions, properties, and the sort_values method.
4.5.1
4.5.2
The value_counts and unique methods in Pandas. An exploration of the baby names data set.
4.5.2