Select Target Zambian Dialect to Manage & Train:

πŸ‡ΏπŸ‡² Unified (All)
πŸ‡ΏπŸ‡² Chibemba
πŸ‡ΏπŸ‡² Chinyanja
πŸ‡ΏπŸ‡² Chitonga
πŸ‡ΏπŸ‡² Silozi
πŸ‡¬πŸ‡§ English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
Few Instagram likes a bitch swear dat she on Mixed Abusive User Added
Ferrari addiction bitch it's a wonderful thing. Mixed Abusive User Added
Fenkell in this bitch Mixed Abusive User Added
Feminist aka a bitch. Mixed Hate Speech User Added
Females use breast cancer awareness month as an excuse to be a hoe on social sites smh knowing damn well they know nothing about that shit. Mixed Abusive User Added
Females talk down on niccas when I can point out a few females who be on that tip!! Mixed Abusive User Added
Females so dirty bro real talk you gotta play these bitches now day because if you don't they still gonna do it to you Mixed Abusive User Added
Females never understand that guys dont give af about females that they dont like liking them. Stop trippin, he dont know that hoe Mixed Abusive User Added
Females be damn near naked wondering why niccas jus wanna fuk lol Mixed Abusive User Added
Females always tryna make a nigga feel bad about some shit like bitch I'ma smoke this weed and be happy all day Mixed Abusive User Added
Females act like they never seen a nicca who raise they kids .. The reaction makes me laugh every time Mixed Abusive User Added
Female Jihadis, European & American: GRAVE Dangers! - Joe For America http://t.co/9hkpdwq7VR via @mattwalshblog Mixed Safe User Added

Add Local Phrase

Batch Import CSV

CSV Only

Upload a custom CSV file to bulk import training data across all languages. Required columns: phrase (or text), category (0=Hate, 1=Abusive, 2=Safe), and optionally language.

Model Training Control

20%

Evaluation Results

Trained Algorithm: Decision Tree
ACCURACY
F1 SCORE
Confusion Matrix Grid
46
0
0
2
41
4
0
0
47
Columns: Predicted Rows: Actual
Algorithm Accuracy Graph