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

4053 posts scanned 4495 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
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Lexicon Engine Results

Explicit keyword matches from the 1313 term dictionary

4495 matches
4495
Total Lexicon Hits
7
Categories Triggered
4053
Posts Scanned
4495%
Hit Rate

๐Ÿ”ฅ Top Trigger Terms (Lexicon Matches)

tplf
1076 mentions
high
Target: TPLF
Language: English
amhara
1016 mentions
medium
Target: Amhara
Language: English
war
758 mentions
high
Language: English
oromo
213 mentions
medium
Target: Oromo
Language: English
eritrea
192 mentions
low
Target: Eritrea
Language: English
threat
166 mentions
medium
Language: English
fano
144 mentions
medium
Target: Fano
Language: English
sudan
138 mentions
low
Target: Sudan
Language: English
attack
103 mentions
high
Language: English
orthodox
90 mentions
low
Target: Orthodox
Language: English
kill
75 mentions
critical
Language: English
massacre
71 mentions
critical
Language: English
destroy
55 mentions
critical
Language: English
oppression
46 mentions
medium
Language: English
junta
43 mentions
high
Target: TPLF
Language: English

โš ๏ธ By Severity

Medium: 1680 High: 2023 Low: 545 Critical: 247

Most Targeted Entities

amhara
1016 mentions
oromo
213 mentions
fano
144 mentions
prosperity party
34 mentions
nebe
1 mentions