Terminal commands

1. Pre-requisites

• mkdir yle_scraper

• cd yle_scraper

• python3 -m venv venv

• source venv/bin/activate

• pip install openai pandas selenium matplotlib numpy scipy wordcloud

• export OPENAI_API_KEY="YOUR_API_KEY"

2. Scrape Yle

• python yle_scraper.py

3. Manually add missing data (e.g. date, content, header)

4. Analyse sentiment and theme

• python analyse.py

5. Analyse word counts

• python wordcounts.py

6. Manually delete redundant articles

7. Perform logistic linear regression (lra)

• python cleaned_data_lra.py
• python logistic_regression.py

8. Visualise results

Relative graph

• data_for_relative_graph.py
• python stackedarea.py

Absolute graph

• python absolutegraph.py

Wordcloud

• python extract_wordcloud.py
• python create_wordcloud.py

9. Images