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
3-0-0 bitches fuck wid me Mixed Abusive User Added
3 years today I was a fucking retard and fell in love. Why was I so stupid? Wish I was coldhearted. #neverlovingsomeoneagain #dontneedanyone Mixed Abusive User Added
3 things i cant stand while dealing with a bitch! A. HIT FEET B. STANK ASS BREATH C. SKANK ASS WAYS Mixed Abusive User Added
3 millionaires just walked in why you tripping bitch you paid for the fight ? Lmao Mixed Abusive User Added
2k coaches are retarded who would put a 5'10 point guard at the 3 tho. Mixed Abusive User Added
2fine4cheapwine@yahoo.com «@Datjollygirl So who used my email address for this chat line? All these bitches hittin me up 😒» Mixed Abusive User Added
2Pac was real af on "Temptations". Thats exactly how it be for niggas getting money and bitches Mixed Abusive User Added
270 on flappy bird suck my dick and lick my balls #swag Mixed Abusive User Added
24_rozay_idgt mad cuz Twan fuck his bitch😂 http://t.co/GoyZfOU46I Mixed Abusive User Added
22 talented drivers RT @garrisonstudio: I am really glad there haven't been any yellows. But why haven't there been any yellows?? Mixed Safe User Added
21- you a bitch but you my bitch so we hella chillin. also thanks for tolerating me and being my friend. Mixed Abusive User Added
20k tweets hoe, I'd like to thank all my supportive fans ✌️ more tweets to come. Mixed Abusive 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