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

5000 posts scanned 5455 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

5455 matches
5455
Total Lexicon Hits
7
Categories Triggered
5000
Posts Scanned
5455%
Hit Rate

๐Ÿ”ฅ Top Trigger Terms (Lexicon Matches)

amhara
1366 mentions
medium
Target: Amhara
Language: English
tplf
1238 mentions
high
Target: TPLF
Language: English
war
901 mentions
high
Language: English
oromo
252 mentions
medium
Target: Oromo
Language: English
eritrea
242 mentions
low
Target: Eritrea
Language: English
fano
196 mentions
medium
Target: Fano
Language: English
threat
167 mentions
medium
Language: English
sudan
154 mentions
low
Target: Sudan
Language: English
attack
119 mentions
high
Language: English
orthodox
100 mentions
low
Target: Orthodox
Language: English
massacre
95 mentions
critical
Language: English
kill
78 mentions
critical
Language: English
destroy
64 mentions
critical
Language: English
oppression
55 mentions
medium
Language: English
tigrayan
48 mentions
medium
Target: Tigrayan
Language: English

โš ๏ธ By Severity

Medium: 2153 High: 2374 Low: 640 Critical: 288

Most Targeted Entities

amhara
1366 mentions
oromo
252 mentions
fano
196 mentions
prosperity party
40 mentions
nebe
1 mentions