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News: Local, National, International

Data Scraping

Seattle news

US news

World news

Project Overview

This project analyzed the thematic focus of news coverage across three scales: local ("Seattle news"), domestic ("US news"), and international ("world news"). It aimed to discern the prevalent themes and their potential influence on public perception. The investigation revealed distinct emphasis patterns: local news in Seattle highlighted crime and sports, particularly local teams like the Seahawks. In contrast, U.S. news prioritized politics and crime, while international news reflected a U.S.-centric viewpoint with similar themes and a focus on the country's global engagements. The data suggested that real-time events and local sentiments heavily influenced news topics. This study also recognized the need for a broader, more unbiased perspective in news reporting and the possible impacts of media bias on global understanding.

What I did

  • Developed a Youtube crawler using Selenium
  • Data extraction with BeautifulSoup
  • Word cloud analysis for frequency
  • Reflection of methodolgy and research writeup