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
RT @Alleycelestine: “@ViriDoesItt: Kissin small lips is trash lol..”!!! Yessssss Mixed Safe User Added
RT @Allan_Son: I got gatorades, Twinkies, rice puddings, Pringles, and cookies 😍😫 Mixed Safe User Added
RT @AllKnowA: We all know a bitch named Natalie Mixed Abusive User Added
RT @AllKnowA: We all know a bitch boy named Luke Mixed Abusive User Added
RT @AllHailTaron_: I got the deals for the low. I know you hoes lonely so fuck with these cuffing season specials. 💸💯 http://t.co/YURpX99Hdb Mixed Abusive User Added
RT @AllHailTaron_: Bruh thank you I'm about to start cumming in these hoes just to scare them. http://t.co/cMCek4h6cv Mixed Abusive User Added
RT @AllFucksGiven_: @TrentonStewart them hoes was actin' up. You had to do it. Mixed Abusive User Added
RT @AliyahKorea: #Whiteculture thinking weave is "ratchet" and "ghetto" while "extensions" are perfectly fine. Mixed Safe User Added
RT @AlissaOnelove: A nigga will talk down on a female with the same mouth he ate her pussy with.. Mixed Abusive User Added
RT @AlienAum: Chance. Acid rapper. Soccer hackey-sacker. Cocky khaki jacket jacker. Slap happy faggot slapper. Mixed Abusive User Added
RT @AliAbunimah: The people of the ghetto are rising up and fighting back. Whose side are you on? #Gaza Mixed Safe User Added
RT @AlfanoLisa: @Chris_1791 @MariaChappelleN Gee isn't cracker a racist term? So tired of these race baiters. Mixed Hate Speech 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