Homework 3: Data Scrapping

Creating a Clean Dataset

Select a topic (climate policy, bioethics, AI in education, etc.)
Scrape structured and unstructured data (text, images, metadata)
- You could possible use tools like BeautifulSoup
- You can also scrape data using third-party integrations with a built in Space Creation option (e.g., Websearch, Multimedia).
Combine diverse data types into a unified format.
Upload that dataset onto Mantis (refer to Homework 2).

Reflection: Write a brief paragraph about how cleaning and organizing datasets changed what your map showed—and how you understood it.