Readings

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Final Project

• Step 1: Sentiment Analysis of Tweets Colab notebook
• Step 2 (Optional): Topic Modeling for Tweets Colab notebook

Step 2 can only read the datafile.csv (processed, formatted and saved/output) from the output of Step 1 Sentiment Analysis of Tweets Colab notebook

Geospatial Visualizations

• Mapping

Mini-Project #1: Mapping

• Due: before class Wednesday, Sep 21, 2022
• (weeks 2 & 3) Mini-Project #1: Geospatial Analysis

Data and Bots

• Web Scraping
• Scraping and APIs Overview
• Scraping in Depth
• APIs/Web in Depth
• Images and Text

Mini-Project #2: Social Networks

• Due: before class Monday, October 31, 2022
• Mini-Project #2: Scrape Twitter for AI generated Images and associated Text Prompts

• (week 10) Scrape Twitter to Social Network (CURRENT WEEK)

• Mini-Project #2 Resources

Natural Language Processing (NLP)

• Sentiment Analysis
• Advanced NLP
• Topic Modeling
• Diachronic Sentiment Analysis

Mini-Project #3: Diachronic Sentiment Analysis

• Mini-Project #3 Resources

Sharing Content

• Web Servers

Final Project: Poster

• Final Project Resources