Zambian Language Trainer Window

Curate local language datasets and trigger asynchronous machine learning training

Multilingual

Select Target Zambian Dialect to Manage & Train:

🇿🇲 Unified (All)
🇿🇲 Chibemba
🇿🇲 Chinyanja
🇿🇲 Chitonga
🇿🇲 Silozi
🇬🇧 English
🌐 Mixed/General

Local Dataset Inspector: All

25506 Records
Phrase Text Dialect Category Label Source
It makes me sad knowing this queers won't be down the street anymore. @TheOneMiss_Luu @OliviaLuu3 #SadTweet Mixed Abusive User Added
It is impossible for females to be players, pimps, etc... They're called hoes Mixed Abusive User Added
It is fucking retarded how I can't say a single thing in this house without some blowback. Mixed Abusive User Added
It happens AGAIN!! Black pack beats "whitey." This should make national news. http://t.co/izKoA2Xb Mixed Hate Speech User Added
It gets me mad when a Mexicans go against Mexico like wtf support your team bitch Mixed Abusive User Added
It feels awkward to have the @Yankees playing against the @Reds. I mean, we all know who I'm rooting for, but it's awkward. Mixed Safe User Added
It doesn't just affect kids. It affects the faculty, the staff, that work at these schools that are queer. Mixed Abusive User Added
It bothers me when a ugly girl has a bad bitch attitude. Mixed Abusive User Added
It be sounding like the bitch that the cops talk to on their radio is the same sounding bitch every single time. It aint never a dude voice Mixed Abusive User Added
It be so good to not gotta woyke in da moanin. I da only colored dat woyke cuz colored folk be lazy and lives off da white guilt Mixed Safe User Added
It be 30 below zero and hoes still go out like its 90 degrees plus tax Mixed Abusive User Added
It already Soaked, Sinked, & Melted so dropped that's shit bitch IDGAF linc up or get caught 💯 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