Module: Data Wrangling

How to utilize Jupyter Notebooks to create reproducible computational workflows.

Learning Outcomes

You understand basic data wrangling concepts

Readings

Workshop Setup

How to prepare for this workshop

Experiential Learning

1. Data Wrangling Introduction

Understand why Jupyter notebooks are useful for data wrangling

2. Jupyter Notebook Interface

Understand how the jupyter notebook interfrace is setup

3. Loading and Handling Pandas Data

Understand Pandas data structures basics

4. Wrangling DataFrames

Understading the basics of data wrangling

5. DataFrame Analysis

Understanding the basics of the Pandas data structure - DataFrames

6. Real Example Cleanup

A real world example of data cleaning

7. Real Example Analysis

A real world example of data analyis

Assessments

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Outcome(s) assessed: You understand basic data wrangling concepts