Stance Analysis Dashboard

LLM-assigned stance scores for the final 759 Algeria-question articles across three Arabic newspapers, compared across three models (DeepSeek V4 Flash, Kimi K2.6, Llama 3.3 70B). Scores run from 1 (strongly pro-colonial) to 5 (strongly anti-colonial).

Sources: Al-Umma (El Ouma), Al-Alam, Al-Saada Coverage: 1933–1955 Gold labels: 392 human-annotated articles

Stance Scale

1Strongly pro-colonial
2Administrative normalization
3Neutral / ambivalent
4Nationalist reformist
5Strongly anti-colonial
Scores are means of LLM-assigned integer labels (1–5) aggregated per year and newspaper. Hover over any data point to see the mean score and its plain-language label. Use the newspaper dropdown on the year chart to switch between sources.

Mean stance by year — per newspaper

Select a newspaper from the dropdown. Each line is one model. Dotted vertical lines mark historical events relevant to that newspaper's period.

Score distribution by newspaper

Stacked bars show the share of each stance score. Use the model dropdown to switch between models.

Score distribution by model (all newspapers)

Full-corpus stance distribution collapsed across all newspapers and years, split by model.