Presupuesto 2026 Wendy AI
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Presupuesto 2026 TikTok Analysis
Dataset: 1,580 comments extracted from 20 TikTok videos about Guatemala's 2026 budget proposal (86.4% extraction rate from 1,828 available comments).
Video Selection: Posts identified through keyword search, ranked by Interest Index—a metric measuring engagement relative to historical baseline and peer performance.
Sentiment Analysis: Custom classification models trained specifically on this dataset using Guatemalan Spanish, accounting for subject's context, informal language, slang, and orthographic variations.
Bias Correction: Three-method approach applied: Confusion Matrix Inversion (Monte Carlo), Activist Adjustment, and Missing Data Uncertainty (Confidence Interval Inflation).
Why TikTok?
- Views reflect genuine interest, not algorithmic filtering
- Spontaneous reactions from real users, not coordinated activism
- Higher penetration and growth than Facebook in Guatemala (TikTok: ~9.0–10.4 million adult users vs. Facebook: ~8.5–9.5 million)
⚡ Scientifically rigorous: All results independently reproducible