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 |
|---|---|---|---|
| "@RachieSoul: @DizzleOfficial inna di ghetto!!!" You alone lmaoo | Mixed | Safe | User Added |
| "@RTNBA: Drakes new shoes that will be released by Nike/Jordan.... Yes, there's glitter on the shoes http://t.co/QCtPLxHEXM" ....dudes a fag | Mixed | Hate Speech | User Added |
| "@Queen_Kaaat: It took a while for you to find me, but I was hiding In the lime tree." @Iemonaids dis bitch in da wrong tree bro. | Mixed | Abusive | User Added |
| "@QUAN1T0: These bitches don't care they just play that role." | Mixed | Abusive | User Added |
| "@QUAN1T0: 61% of welfare/government aid is claimed by white people. So y'all black slander is trash now." | Mixed | Safe | User Added |
| "@ProdsJewel_: “@sreadthepeace: “@yungmindless: @PeacePunkPrince Prince, THIS is art. http://t.co/EPHRWxMBHr” nobody takin his bitch! | Mixed | Abusive | User Added |
| "@Poobie_: When bitches TWERK on the computer.... ME: "In ya 👙, in ya damn 👙‼️"" | Mixed | Abusive | User Added |
| "@Poffalicious: Andrewbryant: Poff has double vision after 2 beers Poff: ... Double pussy 😎" smh | Mixed | Abusive | User Added |
| "@Poetic_Success: I hate when strippers tell you they're "dancers". Hoe, ballet dancers don't pop their pussy to Beethoven. You a STRIPPER!" | Mixed | Abusive | User Added |
| "@PoemsPorn: Quote this tweet with your favorite animal."pussy | Mixed | Abusive | User Added |
| "@Patsfanjoe32: @d_palomino52 I think worst advice I gave you was " don't be a pussy and speed up" lol" | Mixed | Abusive | User Added |
| "@PatrickQuelo: If yo girl cant have homeboys you a ol weak bitch ass nigga!" | Mixed | Abusive | User Added |
Add Local Phrase
Batch Import CSV
CSV OnlyUpload 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