Africa Emotion Datasets
Collection
The collection contains emotion-labeled text data for 42 African languages • 44 items • Updated
Zulu stringlengths 1 500 | emotion stringclasses 7
values |
|---|---|
niyokwaba eniyokwaba niyokwaba aniyukwaba eningeyukwaba ningeyukwaba | fear |
Kanti nokho niyakufa njengabantu nje, | neutral |
Uma uzithola ukulesi simo, cabanga ngesibonelo sikaMose. | neutral |
Amakholwa anjalo kuphela ayengangena ezulwini ngemva kokufa, okusho ukuthi ayesindiswa. | neutral |
Kusobala ukuthi bayifundisa indodana yabo, uSamsoni, umthetho kaNkulunkulu, kuyacaca nokuthi imizamo yabo yaphumelela. | neutral |
Singase sikuthole kusiqeda amandla ngisho nokushumayela izindaba ezinhle zoMbuso kaNkulunkulu, njengoba kuyimfuneko kumaKristu. | fear |
Noma ngubani ayefisa, wabulala; futhi noma ubani ayemthanda, wabhubhisa; futhi noma ubani ayemthanda, waphakamisa; futhi noma ubani ayemthanda, wehlise. | anger |
Abantu bakaNkulunkulu bayohlaselwa. | fear |
ngiyakubanika umvuzo wabo ngeqiniso, | anger |
ubenze bajabule endlini yami yomthandazo; | joy |
Ngaze ngahlangana nabafowethu entathakusa sebesendleleni ebuyayo." | fear |
Uyawusukuma amelane nendlu yalababi, | anger |
Mabaphendukele kimi abakwesabayo nabaziyo ubufakazi bakho. | fear |
O, babuhlungu kangakanani labo abangasizakali ngesimangaliso somusa kaNkulunkulu! | sadness |
Yebo, izikhonzi zoMbuso kaNkulunkulu zizokwenza intando kaNkulunkulu, ziqaphela uMdali - hhayi noma imuphi umuntu - njengoMbusi ofanele. | neutral |
Wathobisa inhliziyo yabo ngokuhlupheka; bawa kungekho osizayo. | sadness |
Futhi bahlala esikhundleni sabo, ezindlini zabo, kuso sonke isifunda esibheke empumalanga yeGileyadi. | neutral |
Abamesabayo ubapha ukudla; ukhumbula njalo isivumelwano sakhe. | fear |
owenzile izulu ngokuhlakanipha, ngokuba umusa wakhe umi phakade; | neutral |
indlu kaJosefa ibe yilangabi, | anger |
Kodwa, ayizange ikungabaze ukuthi uMdali usiqonda ngazo zonke izindlela. | neutral |
Ngokuba engisibeke phezu kwakho iminyaka yokona kwabo, ... | disgust |
Yayisithi: "Lawa angabagcotshiweyo ababili abemi ngaseNkosini yomhlaba wonke." | neutral |
UDeveli wagomela ngokuthi uma abantu bengalalela yena, izinto ziyobahambela kangcono. | neutral |
Kanti nokho niyakufa njengabantu nje, niwe njengesinye sezikhulu. | sadness |
Abantu bangase bathi kithi, "Kumelwe sikujabulele ukuphila. | joy |
Futhi ngesikhathi sabo, ngeke balishaye indiva izwi lakhe. | neutral |
Lowo suku they ethusa. | fear |
Reseo Masakan Onde - Onde Isi Ubi Ungu | neutral |
Saphenduka nabo ngakwesokunene futhi kwesobunxele, | neutral |
Encwadinakhe, watlola: "Yeke asinqophele kilokho okuletha ukuthula nokusenza sakhane." | neutral |
UNkulunkulu usicela ukuba siphathe abanye ngendlela elungile nengenzeleli ngokwemithetho yakhe. | neutral |
Uyabona yini ukuthi kungani uNkulunkulu abhubhisa lelo zwe? - Abantu babebabi, becabanga 'okubi ngaso sonke isikhathi.' | disgust |
Ngezibonakaliso ethu wena kanye nalabo abalandela nawe bayakuba Abanqobi . | joy |
Ungathanda yini ukwazi iqiniso ngezingelosi - ukuthi zingobani, zaba khona kanjani nokuthi zenzani? | neutral |
Uthi: 'Endlini kaBaba kulezindawo ezinengi zokuhlala. | neutral |
Uya kusifikela njengemvula yasebusika - | neutral |
Izinhliziyo zethu zigcwala ukwazisa lapho sicabanga ngazo zonke lezi zikhonzi zikaNkulunkulu ezizidelayo. | joy |
Ngoba isandla sakho sasinzima phezu kwami imini nobusuku." | fear |
Lathi, "Ibhuku leli liyakuntshintsha ukuphila! | neutral |
Say, 'Ingabe nawe disbelieve kuYe owadala umhlaba ngezinsuku ezimbili? | neutral |
Ngakho ukube uJehova ubenguNkulunkulu ofihlekile nongaziwa, besingeke sisondele kuye. | neutral |
UJesu wasebenzisa umntwana omncane ukuze akwenze kucace kubaphostoli bakhe ukuthi kufanele bathobeke futhi babe nesizotha. | disgust |
O Allah, yilwa abangakholwa abaye banikezwa Book, Wena unguNkulunkulu ka Ngeqiniso. '" | fear |
Yishoni kolungileyo ukuthi kuyakuba kuhle kuye, | neutral |
Wayethembise ukwenza inzalo kaJakobe ibe yisizwe esinamandla. | neutral |
Cishe ayeyozibuza ukuthi uNkulunkulu wokhokho bawo wayeyokwazi yini ukubakhulula. | surprise |
Ngakho-ke, ukukhumbuza by the Koran yilowo nalowo omesabayo usongo (My). | fear |
Uthi: "Kwakungathi angazi lutho. | disgust |
(ukuthula kube kuye), befuna neziyalo zeKur'an. | joy |
Uyovusa abantu abaningi kuhlanganise nabantu abangalungile abafa bengazi lutho ngoNkulunkulu weqiniso. | anger |
Abafundi bathi: "Ezilikhomba, neenhlambi ezincani ezimbalwa." | neutral |
Njengoba abanjalo Sizokwenza nivuse abafileyo, ukuze ukhumbule . | neutral |
Ukulunga kwakho kunjengezintaba ezinkulukazi, | neutral |
"Ngabe ucabanga ukuthi le Master ingamanyathelo ambalwa ukuphakama kunathi?" | surprise |
UNkulunkulu wayefuna babe nomshado ojabulisayo futhi bagcwalise umhlaba ngezingane zabo. | neutral |
Kodwa ngaleso sikhathi, ngizobe ngingaseyena uAnton." | neutral |
Yena (Prophet Muhammad) kuphela warner kini, ngaphambi isijeziso esibi . ' | disgust |
Shall ngiyala wena a kwezentengiselwano uyakukusindisa ungangeni isijeziso esibuhlungu ? | fear |
Inotho lenzuzo kusendlini yakhe, lokulunga kwakhe kumi laphakade." | neutral |
Akavumanga nokho ukulalela izwi lakhe, kepha ngokuba wayenamandla kunaye, wamphoqa, walala naye. | anger |
yokwesaba lezinceku zami eziphakemeyo. | fear |
Futhi-ke ubesecishe abe yizinkulungwane ezimbili zeminyaka; futhi uyoba njalo kuze kubuye iNkosi. | neutral |
Kuyakuba khona umgwaqo wensali yabantu bakhe, | neutral |
Yilowo nalowo owesaba Allah siyakuhlwithwa ukhululeke izono zakhe futhi banikezwa amaholo elinamandla . | fear |
wabe wasondela, futhi waba close, | fear |
Kuyo kukhona izimpawu ezicacile; esiteshini lapho u-Abrahama wema. | neutral |
Ababi bayakubuyela endaweni yabafileyo, bonke abezizwe abakhohlwa uNkulunkulu. | disgust |
UNkulunkulu wami uyakubalahla, ngokuba abamlalelanga, babe ngabazulazulayo phakathi kwabezizwe. | disgust |
Lokho kwabenza bathi: "Sibofakazi bazo zoke izinto azenzako." | neutral |
Bazofinyelela ngokushesha kumenzi wephutha. | neutral |
Futhi bayoba elizweni lakibo ngaphandle kokwesaba. | fear |
olungileyo ugijimela kuwo, alondeke. | neutral |
Yisikhathi sokuqala akwenzile lokho, utshela McKennedy kamuva ngalobo busuku. | neutral |
Bunjalo recompense zabangakholwa. " | disgust |
ositheza ubuso bakhe kuyo indlu kaJakobe, | anger |
Futhi uNkulunkulu wathi, Lokhu kuwuphawu lwesivumelwano engise... | neutral |
Bunjalo isibonelo isizwe ngubani aphikisana izibonakaliso Zethu. | disgust |
amamkhululukira amene wamfuna, | disgust |
Kodwa lamuhla kuyavunyelwa ukukhuluma ngezibusiso ezikholiswa ngabantu bakaNkulunkulu khathesi. | anger |
Ngingakutshela ukuthi ososayensi bazohlangana ngoLwesihlanu nangoMgqibelo babelane ngolwazi lwesayensi, kodwa angikwazi ukukutshela ukuthi kuphi. | neutral |
Thwalani umphongolo wesivumelwano kanye nani. | anger |
Isono sokuhlambalaza uNkulunkulu asikwazi ukuxolelwa kulokhu kuphila noma kokulandelayo. | sadness |
Ngilethe kuwe the best yaleli zwe futhi elilandelayo. | joy |
Ngaphandle kwalokho, imibhalo yayizothi wayezoba ngokohlelo luka-Aaron. | neutral |
Wayefuna ukuba sesimweni ngenhla (isihlalo sami sobukhosi), ngaphezu kwezinkanyezi zikaNkulunkulu. | neutral |
USolomoni, nakuba le ntombi ingamvumanga, waphefumulelwa ukuba abhale indaba yayo. | anger |
Ngempela, uma willed Allah, Wayekwazi away emehlweni abo kanye nokuzwa. | neutral |
Ngokuqinisekile, wena kodwa sizwe esingalaleli . ' | disgust |
Mufonele manje futhi kuzoba usuku lwakho lokugcina." | neutral |
Yilwani wonke endleleni Allah abulale nalabo disbelieve e Allah "- Ibn Ishaq:. | disgust |
Ngokusobala bengingeke ukweluleka uya ekhaya nabo ngalobo busuku kodwa uthathe inombolo yabo. | neutral |
UNkulunkulu angadala noma yini ayifunayo, noma iyiphi indlela ayifunayo. | neutral |
wathi mabafundiswe abantwana bakwaJuda eyoMnsalo; bheka, silotshiwe eNcwadini Yoqotho. | disgust |
UNkulunkulu wamnika uSolomoni ukuhlakanipha nengqondo ebanzi kakhulu, nenhliziyo enkulu ngangesihlabathi esisogwini lolwandle. | neutral |
Uthando kuNkulunkulu lulinganiswa lothando kulabo esibaziyo (Unkulunkulu uthi, "olwesibili lunjengalo"). | neutral |
Angakwenza ngikubulale away uma Yena kuthanda futhi baletha kokuba indalo entsha; | neutral |
Alungisela uJosefa isipho, ezofika emini, ngokuba ayezwile ukuthi ayakudla khona. | neutral |
Onke amazwi omlomo wami asekulungeni; | neutral |
Futhi kufanele kufakwe kanjani ifilimu, ikakhulukazi ezweni elisha? ' | neutral |
End of preview. Expand in Data Studio
Zulu Emotion Analysis Corpus
Dataset Description
This dataset contains emotion-labeled text data in Zulu 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: 2,000,000
- Joy: 13484 (0.7%)
- Sadness: 9262 (0.5%)
- Anger: 10486 (0.5%)
- Fear: 8836 (0.4%)
- Surprise: 8570 (0.4%)
- Disgust: 14169 (0.7%)
- Neutral: 1935193 (96.8%)
Dataset Structure
Data Fields
- Text Column: Contains the original text in Zulu
- 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/zulu-emotions-corpus")
# Access the data
print(dataset['train'][0])
Citation
If you use this dataset in your research, please cite:
@dataset{zulu_emotions_corpus,
title={Zulu Emotions Corpus},
author={Mich-Seth Owusu},
year={2025},
url={https://huggingface.co/datasets/michsethowusu/zulu-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
- Downloads last month
- 75