Module: Pandas

Working with data and building statistical applications.

Learning Outcomes

Numpy and Pandas

Explain good programming practice guidelines
Use Pandas Series and DataFrame data structures to work with data
Clean and prepare data for analysis using the Pandas package
Recode fields for data analysis using the Pandas package

Readings

Using Numpy and Pandas

PREPARING AND WORKING WITH DATA USING PANDAS

Pandas Pivot Tables

How to Create a Pandas Pivot Table in Python

tutorial

Experiential Learning

Introduction to Numpy and Pandas

Preparing and using data with Numpy and Pandas

Pivoting Pandas

Using Pivot Tables in Pandas

Assignment 2

Build a dashboard application

assignment

Assignment 2 Workshop

Plan and start building a dashboard application

assignment