Social Media Analytics

Repository for Social Media Analytics course.

Notebooks

Lecture 02 - Introduction to Python and Social Media Data:

Lecture 04 - Topic Models:

Lecture 06 - Sentiment Analysis:

Lecture 08 - Time Series Analysis:

Lecture 10 - Network Centrality:

Lecture 12 - Community Detection:

Lecture 14 - Visualizing Networks:

Lecture 15 - Twitter Analysis:

Lecture 16 - Engagement:

Lecture 17 - Natural Language Generation:

Lecture 19 - A/B Testing:

Lecture 21 - BigGAN:

Lecture 21 - StyleGAN2:

Lecture 21 - DALL-E:

Lecture 23 - Twitter Bot:

Note: Tweeting does not work in Colab. Must be run on your local machine to actually post on Twitter.

Special Lecture - GPT-3:

Homeworks

HW1:

HW2:

HW3:

HW4:

HW5:

HW6:

HW7:

HW8: