1. Text Analysis

• United Nations General Debate Corpus
• (All speeches) https://eddie-hearn.github.io/teaching/ZEM/datasets/UN_speeches_zemi.csv
• (US speeches) https://eddie-hearn.github.io/teaching/ZEM/datasets/US_speeches_text.csv

2. Civil War

• Ethnic Armed Conflict dataset

3. Education

• World Bank: Education Statistics
• (Literacy since 2015) https://eddie-hearn.github.io/teaching/ZEM/datasets/literacy.csv
• (literacy rate) https://eddie-hearn.github.io/teaching/ZEM/datasets/cross-country-literacy-rates.csv

4. Environment

• global Carbon Atlas
• (CO2 Percapita - consumption) https://eddie-hearn.github.io/teaching/ZEM/datasets/consumption-co2-per-capita.csv

5. Reputation

• Nation Brands Index
• (NBI) https://eddie-hearn.github.io/teaching/ZEM/datasets/nbi.csv

6. Immigration

• United Nations: Population Division
• (migration) https://eddie-hearn.github.io/teaching/ZEM/datasets/migrant.csv