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
' With my Bestf Shyanna Pen and ma main niggah Ronnie A. Jackson III 󾮟󾓤 Movie bound after we pick up the homies Mixed Abusive User Added
' Wake up I'm blessed 󾍛 Steaight Kush No stress 󾭝 Thankin God for ma success 󾮟󾍘 Ma bitches say I'm the best 󾮗󾭻 . Mixed Abusive User Added
' Waaaaittt niggah holllll'up ✋ these niggahs come to town start wife'n my old sluts 󾌴󾌴󾌴󾌺󾌺 . Mixed Abusive User Added
' Up runnin these 2K fades with ma niggah Tyreon 󾭻󾮟 Leo KO'd lmfaoo Mixed Abusive User Added
' This niggah pharrell or whatever this niggah name is don't deserve shit for that white ass gay song . Mixed Hate Speech User Added
' This niggah Yanni like hangin up on NIGGAHS in mid sentence 󾌠󾮖 . Mixed Abusive User Added
' This be me 󾌴󾌴󾌴 Cuh went from " Its time to settle down " to " Where the hoes at ?! " 󾌴󾌴󾌴 . http://t.co/bi9rbvjTUn Mixed Abusive User Added
' This Niggah Kevin Hart couldn't sit down lmaoooooooooooo My niggah My Niggah 󾌴󾌴󾌴󾌴󾮞󾮗󾭻 Mixed Abusive User Added
' These niggahs bitches call they momma tell her come and get'emm ! It's either that it shoot him or shoot whoever with him . Mixed Abusive User Added
' The hoes finna be like " Owieee Trey , August , And Chris Brown can have my baby at the same time 󾌧 " Lmfaooooooo Hoes ain't loyal . Mixed Abusive User Added
' That one niggah that grab the AUX cord and start playen weak ass music 󾌴󾌴󾌴󾌴 http://t.co/KOdyDgPgjA Mixed Abusive User Added
' That fb profile checker thing fake then a mf , I just added some bitch yesterday and it had me on the top . Fuck fr ? Mixed Abusive User Added

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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