ADDO
Dataset-driven triggers Lexicon mgmt
๐Ÿ‡ช๐Ÿ‡น Ethiopia Election Monitoring Dashboard
Dataset-driven triggers โ€ข Amharic support โ€ข Lexicon management

๐Ÿ“Š Executive Dashboard

Real-time election integrity monitoring analytics

๐Ÿ—ฃ๏ธ Mapped Lexicons

Detecting hateful terms with AI-powered analysis + AFRO-XLMR model

2792 posts scanned 3461 lexicon matches ๐Ÿ“š 1313 terms
๐Ÿ“‹

Engine 1: Rule-Based Lexicon

Matches 1313 exact terms (Amharic, English, Oromo) using regex patterns. Fast, deterministic, catches explicit slurs and keywords.

แŠ แˆ›แˆซ neftegna kill
๐Ÿค–

Engine 2: AFRO-XLMR Model

Fine-tuned AFRO-XLMR model analyzes context & nuance in Amharic, Oromo, and Tigrinya. Catches implicit hate speech, sarcasm, and coded language.

Context-Aware 20 Categories Ethiopian Languages
๐Ÿ“‹

Lexicon Engine Results

Explicit keyword matches from the 1313 term dictionary

3461 matches
3461
Total Lexicon Hits
7
Categories Triggered
2792
Posts Scanned
3461%
Hit Rate

๐Ÿ”ฅ Top Trigger Terms (Lexicon Matches)

tplf
848 mentions
high
Target: TPLF
Language: English
amhara
742 mentions
medium
Target: Amhara
Language: English
war
578 mentions
high
Language: English
oromo
164 mentions
medium
Target: Oromo
Language: English
threat
161 mentions
medium
Language: English
eritrea
150 mentions
low
Target: Eritrea
Language: English
sudan
122 mentions
low
Target: Sudan
Language: English
fano
96 mentions
medium
Target: Fano
Language: English
attack
83 mentions
high
Language: English
orthodox
82 mentions
low
Target: Orthodox
Language: English
massacre
56 mentions
critical
Language: English
kill
53 mentions
critical
Language: English
destroy
50 mentions
critical
Language: English
junta
37 mentions
high
Target: TPLF
Language: English
killer
28 mentions
critical
Language: English

โš ๏ธ By Severity

Medium: 1244 High: 1578 Low: 440 Critical: 199

Most Targeted Entities

amhara
742 mentions
oromo
164 mentions
fano
96 mentions
prosperity party
24 mentions