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

4388 posts scanned 4710 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

4710 matches
4710
Total Lexicon Hits
7
Categories Triggered
4388
Posts Scanned
4710%
Hit Rate

๐Ÿ”ฅ Top Trigger Terms (Lexicon Matches)

tplf
1118 mentions
high
Target: TPLF
Language: English
amhara
1097 mentions
medium
Target: Amhara
Language: English
war
791 mentions
high
Language: English
oromo
218 mentions
medium
Target: Oromo
Language: English
eritrea
198 mentions
low
Target: Eritrea
Language: English
threat
166 mentions
medium
Language: English
fano
154 mentions
medium
Target: Fano
Language: English
sudan
142 mentions
low
Target: Sudan
Language: English
attack
106 mentions
high
Language: English
orthodox
91 mentions
low
Target: Orthodox
Language: English
massacre
77 mentions
critical
Language: English
kill
76 mentions
critical
Language: English
destroy
57 mentions
critical
Language: English
oppression
46 mentions
medium
Language: English
junta
43 mentions
high
Target: TPLF
Language: English

โš ๏ธ By Severity

Medium: 1780 High: 2110 Low: 563 Critical: 257

Most Targeted Entities

amhara
1097 mentions
oromo
218 mentions
fano
154 mentions
prosperity party
37 mentions
nebe
1 mentions