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 @ChrisJustJoking: You gotta fuck ugly bitches from 3 towns over that you'll never see again so you can work the kinks out of your sex ga… Mixed Abusive User Added
RT @ChrisJustJoking: Its Halloween everyday for dykes Mixed Abusive User Added
RT @Choochieee_: If I can take your bitch was she ever really yours? Mixed Abusive User Added
RT @ChivasGee: Fuck up you swole fag Mixed Abusive User Added
RT @ChippewaSkylark: i love when celeb nudes leak and all the girls with trash bodies try and critique them Mixed Abusive User Added
RT @Chip216: As a kid I listened to Nas. He showed me a new perspective coming from the ghetto like me. Same with Pimp C 👑👑👑 Mixed Safe User Added
RT @ChingonAbe: “@staycoolwheels: @mjs79 well he is at Genos. So he is the ultimate faggot” @elmaestro1 got to show this queer how to eat … Mixed Hate Speech User Added
RT @ChinaAfricaBlog: A nice round-up of voices in #China #Africa relations: 'China-Africa Trade: The Oriental Allure' http://t.co/7DWJovmeB… Mixed Safe User Added
RT @Chill__Nigga: I can't be in my twenties stressing over a bitch who playin games. I'm straight lol Mixed Abusive User Added
RT @ChildishGarbino: Part of my cousin Danny's Yankee Swap. Pretty hilarious. Very clever. And very Danny. @danvii http://t.co/FKdEYzqT Mixed Safe User Added
RT @Chiief_D: @Pboy562 "well..all i can say, is that i fucked hoes and made money" Mixed Abusive User Added
RT @ChiefOpe: #BadCombinations An Ugly bitch who's loud af 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