Africa Emotion Datasets
Collection
The collection contains emotion-labeled text data for 42 African languages • 44 items • Updated
Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
parquet
Languages:
Kimbundu
Size:
10K - 100K
License:
Kimbundu stringlengths 10 402 | emotion stringclasses 7 values |
|---|---|
Muene u bhana ue o kusuina ku jiselevende jê joso ja fiiele lelu. | neutral |
"Ki mu sote ku di ta mu kikalakalu kimoxi ni iá a kambe kuxikana, kala enu uenu mua sokela-nâ. | neutral |
Nzambi Iami Nga ku Dielela" | fear |
O ua mondala-ku 'jina diê Kùfua, o kuema diê kua mu kaiela Kalunga-Ngombe. | fear |
Maji xalenu mu kijiia, kuila se mu ngi jibha, mua-nda jibha diiala ki dia te kituxi.' | anger |
O disá bhabha dyenyidi: Eye ki wa tokala 'kukala ni wôma' mu ku banza kwila Nzambi kene mu ku tala. | fear |
'Kiebhi mu tena ku zeka mu kithangana kála kiki?' | surprise |
ila we jomba nikiboko, | disgust |
'Divulu didi, dia kitumu, ki u di katule mu kanu diê; ua tokala ku di tanga mu muanha ni mu usuku, ni uijiie ku bhanga ima ioso ni muanhu kala kia i soneka, mukonda se uenda ni ku ki bhanga, ua-nda kala ni uendelu uambote, ni unjimu.' | neutral |
Allah aap ka bhi bhala keray.. | surprise |
Mu kithangana kieniókio, o mon'ê uambe: 'Papá, eie ua kanena kua Jihova, mu kiki, eie ua tokala u kumbidila o kikanenu kiê.' | neutral |
Ki kya-nda kwa bhonza we ku di loloka. | neutral |
O Jikidistá a dielela ni muxima uoso mu kikanenu kia difukunukinu, kiki kiene mu a kuatekesa. | joy |
Eme nga-nda bhanga ioso phala ku ku bhana o dibhia diodio.' | anger |
O kuila athu enhá a tokala ku a kaxtikala mu túbhia thembu ioso katé ku hádia ni hádia? | sadness |
Sur bhi kafir taal bhi kafir, | neutral |
Muéne ua bhange o diulu, o ixi ni ibhangelu ioso. | neutral |
Ka milo Laka imua, | neutral |
O kuila eme ni Alá tu tena ku tundisa menha ku ditadi didi phala enu?' | disgust |
Muéne ua betele kota mu tatesa o mundu, o tat'ê, Solomá ndenge. | disgust |
Oso a dizangeleka muene u a tulula, u bhana o utuminu kua ió uoso ua muandala.' | sadness |
Jezú ua bhiti kithangana kiavulu ni maxibulu mê, iu ua a longo o ibanzelu ia Nzambi. | neutral |
Jixefe jami ejiia kuila nuka nga-nda kua tanga makutu." - Tom, mukua Estados Unidos. | anger |
Ku mazulu, mu kota mu nkembo; | joy |
Ka kuesi Njambi ueka ua hiana ikeye.' | surprise |
Kizuua kimoxi Mbalahamu uambela Lote: 'Kuku ki kuale kididi kiavulu phala o ibhaku ietu ioso. | disgust |
Nanhi mudietu u bhanga phoko ku nguzu ia bhange ene, sumbala mu maukexilu a iibha? | neutral |
O Jijude kexile muya mu mabhata a athu kexile Jijude. | disgust |
Enu muambele muene ku ngi bhanga phulu; Nzambi-phe ua ki lungulula kì kia di bhange mbote; Muene ua ki bhitisa kiengi kala ki mua ki mono kizuua kia lelu, phala ku bhulula mienhu ia ndumba." | neutral |
Ene oso eji kaiela ngó 'mubhidi umoxi.' | neutral |
Mu kiki, xala mu kuijiia kuila o jianju ja mesena o mbote ié. | neutral |
Nzambi u tena ku ku kuatekesa bhu kaxi ka izuelu ni ibhangelu iambote ia akuetu. | neutral |
Kioso Mozé kiebhula o dijina dia Nzambi, Jihova ua mu tambuijila: "Eme kala-dia-kala." | fear |
Athu oso a iuka ni ió abhukumuka a-nda fukunuka. | joy |
Eme ngejidile kiá ihi ia mesenene muene." - DYLAN. | neutral |
Mu kiki, ndenu ni lusolo, zenu ni tat'etu.' | neutral |
Iene iamba: "Zukamenu kua Nzambi, muène u mi zukama enu." | neutral |
"Eie-ze u Muhatu ua Uabha Kiavulu ku Mesu a Athu" - O Kixikanu Kia Sala mu Bibidia | joy |
Muéne ka mono ngó Jezú kala mon'ê, maji kala Ngana ni Mubhuludi uê. | neutral |
Nzambi ua ambela phala kudia o ibundu ia mixi ioso ia jaludim. | disgust |
Nzuá ua-nda kala polofeta, muene ua-nda pelepalala ue o njila phala o uijilu ua Mexiia.' | neutral |
Iebhi ia bhonzo dingi?' | disgust |
Davidi wa sambe: "U Jihova, eye wa ngi solokota, wa ng'jiya. | fear |
Mwene wa jimbulula: "Sayi phange ya muhatu wa ngi bhiti sé ku ngi menekena. | neutral |
Satana wasadila nioka mu yuvula Eva: 'Nga dialudi kikilu vo Nzambi wavova vo ke nudie nti miawonso mia mpatu ko e?' | disgust |
Nanhi ua bhange o ji-anju, kuene jikuxi? | neutral |
Lembalala ió a di Bhakula mu Sidivisu ia Thembu Ioso | neutral |
Nga tu muesa vuhuanga ku vihutu, | neutral |
Ihi ilombolola o kikanenu kia Jezú: "Ua kà kala ni eme mu Palaízu?" | neutral |
Mu muanha muéne ua endesa ni dituta, mu usuku ni mukalakata ua túbhia. | fear |
U tena ngó ku zukama kua Nzambi, se u mu dielela mba u kala ni kixikanu kua muéne. | neutral |
Kala kya tangele Jezú m'ukulu, o njimbu yambote ya Utuminu wa Nzambi a mu i tula mwene mu ngongo yoso. | neutral |
Ye kitab bhi kia kitab hai, | fear |
ye kitab bhi kia kitab hai, | fear |
Ki tu itni jaldi mujhe bhul jaye, | neutral |
mu sota o mb"mbi, | sadness |
Ki tu bhi chura lega mere wo din, | sadness |
Muene uambe: 'Kuebhi ku ua kexile kioso ki nga bhange o diulu ni ixi? | surprise |
Leza wāmwipangula'mba: 'I kika kidi mu kobe kuboko?' | surprise |
Madiia uambe: 'Kiki ki bhita kiebhi, eme ki ngejiia luua diiala?' | surprise |
O Mubhangi wejiya ihi i twa bhindamena phala kusanguluka. | neutral |
Nzambi wa bhange Jezú ubheka wê, mwene ngó a mu bhange kiki. | neutral |
Subhan'Allah ual-hamdulilah, ua laa ilaha ila Allah ua | neutral |
Mukonda Tata ia henda, muéne ua lange o jiselevende exile jifiiele, kála Noué, Mbalahamu, ni Davidi. | neutral |
Mana ki hawao bhi apna, | sadness |
Kioso kia zukama, muéne uixi: 'Eme ngi phang'enu, Zuze, mua ngi sumbisile mu Ijitu.' | neutral |
Kwenu ni kiangoma ama ni kiangai? | neutral |
Se tu londekesa o kixikanu, tua-nda tambula mabesá; se ki tu ilondekesa, tu texi o mabesá." | anger |
Kiene kimoxi ué, Nzambi ua bhange kima phala kudimuna o athu ande dia kubheka o dizubhilu. | neutral |
Kioso o masoladi kia vutuka ku ita ni akua Fidíxa, ahatu embile: 'Saúlu ua jibha jimidi, maji Davidi ua jibha makuinhi a jimidi.' | joy |
ué kuma Nzambi ua mu fukununa mu 'alunga, eie u buluka. | neutral |
Bhenhobho, jianju javulu ja moneka ku diulu, exi: 'Fuma i kale ia Nzambi mu diulu, o mu ngongo uembu mua'xaxi ka athu oso a mu uabhela.' | joy |
'Eie ua Beta ku Ngi zola Eme, o Ima Iii Ndenge?' | surprise |
Re: kia KHUDA bhi us ka tha? | neutral |
Thembu kuxi kia-nda mateka o difukunukinu dia athu ambote ni athu a iibha? | neutral |
"Tua-nda Kala Dingi ni Kiônge Kia Dikota Kizuua Kuxi?" | neutral |
Saí ima iavulu ku muenhu ki ngi tena ku bhanga. | sadness |
Enu mu tena kubheza bhabha.' | neutral |
Muéne ua tambuijila: 'Ngana Nzambi ié kuene kuala, kuma eme né ngó mbolo imoxi ki ngala na-iu; ngala ngó ni dibhûbhu dia tu fuba mu ímbia, ni tu maji tuòfele mu thenda. | neutral |
Ki mua kijiia kuma Eme nga bhingi ngi kala m'onzo ia Tat'etu?' | surprise |
O Kuila ua Luuala ni Nzambi? | sadness |
Tenu -phe kiá kikutu ni etu." | anger |
Ezekiia ua bhangele mbandu ia kifuxi kia kanene kubelesela o itumu ia Nzambi. | neutral |
Maji ene a texi o ukamba uâ ni Nzambi. | sadness |
Kienhiki, kiene kia bhangele Noué kála kia mu tumine Nzambi. | neutral |
Tu tena kusola ku mu sidivila mba kana. | neutral |
Nzambi ua bhele ué kua Mozé mabaia a matadi aiiadi. | joy |
Nga Ene a do fheliswa, | anger |
Na Tu Kabhi Aaya Hai , Na Tu Kabhi Aayega, | neutral |
Tala dingi mu dimatekenu dia velusu íii. | neutral |
Muéne u a langa mu kima kioso-kioso ki tena ku zozesa o kixikanu kiâ, ni kidielelu kia ku tambula o muenhu ua kalelaku. | neutral |
Mu kudia ku kibundu, ene a solo kubhukumukina o kitumu kia Nzambi. | neutral |
Maji o jipoxolo ka mu tambuijila, mukonda ene akexile mu zoka se nanhi uexile o dikota mu kaxaxi kâ. | neutral |
Se ki kiene, ene eji sota kiá ngeleja iéngi. | neutral |
U sukula o inama ya jipoxolo | disgust |
Nga-nda zuela o maka iá ni makamba mami." | neutral |
Muene uambe: "Tata, eie se ua ki andala, dikáu dia phaxi dienhidi, ngi katule-diu. | anger |
Muéne mukuâ kuloloka. | neutral |
Ua kū ka maile a Laka a imua, | disgust |
Eme ngejidile kuila kuene Nzambi maji ki ngi xikinine kuila kuene Satanaji." - ROGELIO. | fear |
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Kimbundu Emotion Analysis Corpus
Dataset Description
This dataset contains emotion-labeled text data in Kimbundu for emotion classification (joy, sadness, anger, fear, surprise, disgust, neutral). Emotions were extracted and processed from the English meanings of the sentences using the model j-hartmann/emotion-english-distilroberta-base. The dataset is part of a larger collection of African language emotion analysis resources.
Dataset Statistics
- Total samples: 56,897
- Joy: 4840 (8.5%)
- Sadness: 3981 (7.0%)
- Anger: 3358 (5.9%)
- Fear: 2862 (5.0%)
- Surprise: 3682 (6.5%)
- Disgust: 4647 (8.2%)
- Neutral: 33527 (58.9%)
Dataset Structure
Data Fields
- Text Column: Contains the original text in Kimbundu
- emotion: Emotion label (joy, sadness, anger, fear, surprise, disgust, neutral)
Data Splits
This dataset contains a single split with all the processed data.
Data Processing
The emotion labels were generated using:
- Model:
j-hartmann/emotion-english-distilroberta-base - Processing: Batch processing with optimization for efficiency
- Deduplication: Duplicate entries were removed based on text content
Usage
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("michsethowusu/kimbundu-emotions-corpus")
# Access the data
print(dataset['train'][0])
Citation
If you use this dataset in your research, please cite:
@dataset{kimbundu_emotions_corpus,
title={Kimbundu Emotions Corpus},
author={Mich-Seth Owusu},
year={2025},
url={https://huggingface.co/datasets/michsethowusu/kimbundu-emotions-corpus}
}
License
This dataset is released under the MIT License.
Contact
For questions or issues regarding this dataset, please open an issue on the dataset repository.
Dataset Creation
Date: 2025-07-04 Processing Pipeline: Automated emotion analysis using HuggingFace Transformers Quality Control: Deduplication and batch processing optimizations applied
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Size of downloaded dataset files:
2.12 MB
Size of the auto-converted Parquet files:
2.12 MB
Number of rows:
56,897