Introduction to Cultural Analytics & Python

How To

Interact With This Book

The Course

Course Schedule
Course Syllabus

The Book

1. The Command Line
2. Python Basics
3. Data Analysis (Pandas)
4. Data Collection (Web Scraping, APIs)
5. Text Analysis
6. Network Analysis
- Network Analysis
- Make an Interactive Network Visualization
7. Mapping

Datasets

Datasets

Extra Materials

Jupyter Tips & Tricks
Make Random Student Groups

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Song Genius Data Collection¶

This series of lessons covers how to collect and analyze song lyrics from Genius.com:

Song Genius API
Song Lyrics Collection
Song Lyrics Analysis

Application Programming Interfaces (APIs) Song Genius API

By Melanie Walsh
© Copyright 2021.

This book is licensed under a Creative Commons BY-NC-SA 4.0 License. The code is licensed under a GNU General Public License v3.0.