Africa Sentiment Datasets
Collection
The collection contains sentiment-labeled text data for 42 African languages
•
43 items
•
Updated
Dataset Viewer
Oromo
stringlengths 6
496
| sentiment
stringclasses 2
values | __index_level_0__
int64 0
825k
|
|---|---|---|
aaKhir gunaahagaar huu.N, kaafir nahii.n huu.N mai.n.
|
Negative
| 0
|
Inna fiis-samaawaati wal ardhi li-aayaatil (n) -lilmu'miniin.
|
Positive
| 1
|
A fallen tree waa lying;
|
Negative
| 2
|
Maallaqatu bakka fedhetti isaan geessa, maallaqaan gaggeeffamu jechuudha.
|
Positive
| 3
|
Ilaah baa runta og.
|
Negative
| 4
|
Qad sa-'alahaa- qawmum-min- qablikum summa 'asbahuu bihaa kafiriin.
|
Negative
| 5
|
Eebbow tabaalaha adduun, talaf ha noo keenin
|
Positive
| 6
|
Horta yaa Galaalow
|
Negative
| 7
|
"Sila yeroo (duunee) dachii keessatti banne, dhugumatti uumaa haarawaa ni uumamnaa?
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Negative
| 8
|
Wamaa nu'akh-khiruhu ilaa ajalin ma'duudin;
|
Positive
| 9
|
Tegeed hamtran ajillahdaa taatai baina.
|
Positive
| 10
|
qaa o forem fradellaaao falsea.
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Negative
| 11
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iii jotiriiiy to tiie lain! of Sold.
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Positive
| 12
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Waa dhuuni-raac aan mabaa'dii rumaysnayn.
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Negative
| 13
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Akka isin Rabbiin sodaattaniif Soomni akkuma warra isin duraa irratti barreefametti (dirqama ta'etti) isin irrattis barreeffameera.
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Positive
| 14
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Wuxuuna yidhi, "Ka dhawrsada Eebbe haddaad mu'miniin tihiin."
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Negative
| 15
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Walaqad fatannaa sulaimaana wa-alqainaa 'ala kursii-yihi jasadan tsumma anaab (a)
|
Positive
| 16
|
za zailaa eebee chinii bichlegiig eruusuu oilgoxgui umaa
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Negative
| 17
|
by Kitaaba Waaqa: ka afaani Boranatini t'aafani.
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Positive
| 18
|
Akka isin Rabbiin sodaattaniif Soomni akkuma warra isin duraa irratti barreefametti (dirqama ta'etti) isin irrattis barreefameera.
|
Negative
| 19
|
Fa-'in giftum 'allaa ta'-diloe fawaa-hidatan 'aw maa malakat 'aymaanukum.
|
Negative
| 20
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Munaafiqiintii waa qexeen.
|
Negative
| 21
|
Mala awaal: illaahbaa og.
|
Positive
| 22
|
Eebbaa mudan inaad ka cabsataan haddaad mu'miniin tihiin.
|
Negative
| 23
|
Amma hamma tokko Dubbii Waaqayyoo kan hubatan siʼa taʼu, caalaatti barachuus barbaadaniiru!
|
Positive
| 24
|
Miyay idiin gargaari karaan, mase u gargaari karaan nafahooda?"
|
Negative
| 25
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Minii ene bichgiin avyas gej neeree unen baina aa....
|
Negative
| 26
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aaKhir gunaahagaar huu.N, kaafir nahii.n huu.N mai.n
|
Negative
| 27
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Hammam illee mana tokko keessa jiraaachuun mataa isaatti cubbuu yoo ta'uu baatellee, kallattiin cubbuu garuu achi jira.
|
Negative
| 28
|
Dhib-kasta Dheef-baa kujirta.
|
Positive
| 29
|
Qaaluuu bal lam takuunuu mu'miniin (a);
|
Positive
| 30
|
paaravatee bhee mana ke haaree ,
|
Positive
| 31
|
Nama magaala cululuqaan cuqilisa fakkaata jedhama; bifti see magariisa cululuqaa buleeti siqu.
|
Negative
| 32
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"Haasawa keessan dhoksaa yookiin ifa baasaa, Inni (Rabbiin) beekaa wanta qoma keessa jiruuti.
|
Positive
| 33
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Ismaa'il yommuu abbaa isaa Ibraahim waliin deemu ykn fiigu irra gahe, abbaan "Yaa ilma kiyya!
|
Positive
| 34
|
Gooftaa keessan sodaadhaa, sochiin Qiyaamaa waan guddaadha.
|
Positive
| 35
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Bichlegtei eronhiidoo sanaa niilj baina.
|
Negative
| 36
|
Dhanna hee dheh iima fayooba.
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Positive
| 37
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Ati laghu roop dharke Hanumaan.
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Positive
| 38
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Har dafha pahli shana-sahiyan na yaad aayeen use;
|
Positive
| 39
|
Dhugumatti dhimmi isaa guutun keeyridha (gaariidha).
|
Positive
| 40
|
Ya Idam Shrinuyaa nityam Yashchaapi Parikiirtayet..
|
Negative
| 41
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Ee pedavaallu tecchedendi.. cheppayyaa.. cheppayyaa
|
Positive
| 42
|
Sababni kanaa, Rabbiin wanta hundaa kan beeku fi waan hundaa irratti danda'aadha.
|
Positive
| 43
|
Namoota ogummaa kana qaban waraquma eenyummaa isaanii qofa nu agarsiifnan tola tajaajila," jedha.
|
Negative
| 44
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Rabbii ittiin wal kadhattanii fi firummaas (kutuu) sodaadhaa.
|
Positive
| 45
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mai doo gaalee,mai doo jhinakee,
|
Positive
| 46
|
Waa kuma Saalim Khaalid?
|
Negative
| 47
|
Thanu pedha ga arichindii pain kii.
|
Negative
| 48
|
Shaf-dhiggeedii meeshuu hirdiyay, sheeg haddaad garato,
|
Negative
| 49
|
Wa 'ulaaa - 'ika 'Ashaabun - Naari hum fiihaaa khaaliduun!
|
Negative
| 50
|
Xummaan iigu baddelee, Xuural-cayn I kaafisaan,
|
Positive
| 51
|
Kanaafuu namni hundinuu Waaqayyo sodaachuudhaan, Waaqayyo Waaqeffachuudhaan Waaqayyo fuuldura dhaabbachuu qaba.
|
Positive
| 52
|
Eeyee Eehamnee qeeballee je'an .
|
Negative
| 53
|
Iyagu qoon deeyayoo
|
Positive
| 54
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Guyyaa Qiyaamaa ilmaan namaa hundii gara Isaatti deebifamuun wanta hojjataa turaniif ni qoratamu.
|
Positive
| 55
|
" ouuuu whatcha wanna douuuu" LFMAOAOAO -
|
Negative
| 56
|
Zaalimni har'a dachii badiin balleessu Guyyaan adabbii isaaf malu itti argatu jiraachun dirqama."
|
Negative
| 57
|
Ha yeshee qaraam baygu galay naftaydiyee
|
Positive
| 58
|
Ina lillaahi wa inaa ilayhi raajucuun.
|
Negative
| 59
|
Addunyaa keessattis isa filannee jirra; dhugumatti, inni Aakhiraa keessattis warra gaggaarii irraayyi.
|
Positive
| 60
|
paaravatee bhee mana kar haaree,
|
Positive
| 61
|
"Namni (sadaqaa) kennatee fi Rabbiin sodaate; Al-Husnaa (mindaa gaarii Aakhiraa) dhugoomse, karaa laaftu (gara gaarummaa) isaaf ni laaffifna.
|
Negative
| 62
|
Eebow nacafi aamiin
|
Positive
| 63
|
Cilmi dooniddiisii,
|
Positive
| 64
|
mai yaad hu aapko itana hi kaafi hai,
|
Negative
| 65
|
Khaali dhaancha rakha padaa insaan he kaha pe,
|
Negative
| 66
|
Wa'fu 'annaa waghfir lanaa warhamnaa, anta maulanaa fanshurnaa alal qaumil kaafiriin."
|
Positive
| 67
|
"Allaahumma haasibni hisaaban yaseeran (O Allah, make my accounting easy)."
|
Positive
| 68
|
Waaq akka nu uume bareechee, bal'isee,
|
Positive
| 69
|
Aur barkhaa kee boond badan pe, Dhalkee Dhalkee,
|
Positive
| 70
|
haeeyaat duneeyaa nyaamat to fal deve, jo shukar eebaadat keen;
|
Positive
| 71
|
Muhammad: "Ammas maal feeta? yaa namana himadhu" ja'aan.
|
Negative
| 72
|
Rabbiin ni araaramaaf jechuun badii isaatiif addunyaa fi aakhiratti isa hin adabu.
|
Negative
| 73
|
Haddaanse hiil ALLAAD hesheen!
|
Negative
| 74
|
Waa talo gurracanoo raggeedii gabood falay.
|
Negative
| 75
|
Qur'aanni kunis akka ittiin isinii fi nama inni bira gahu akeekachisuuf gara kiyyatti buufame.
|
Positive
| 76
|
"Dhugumatti, Nuti adabbii dhiyoo isin akeekachiisne," Yaa namoota azaaba (adabbii) Guyyaa Qiyaamaa kalaaye fi dhiyaate isin akeekachiisna.
|
Positive
| 77
|
Qabeenyi keessanii fi ilmaan keessan zikrii Rabbii irraa isin hin dagin.
|
Positive
| 78
|
Kanaafi, namni yommuu Rabbiin sirnaan gabbaruu fi gargaarsa Isarraa barbaadu, fiixee milkaa'inna fi gammachuu irra ijjata.
|
Positive
| 79
|
Kanaafu jedhiin, "Sila Rabbiin hin sodaattanii ree?
|
Positive
| 80
|
Biyyee fi cirrachi inni irra ijjatu barbadaa tahuun isa waxalu.
|
Positive
| 81
|
Aakhiratti adabbii hamaatu nama eeggata- Aakhiratti adabbiin zinaa addabbii xiqqaa miti.
|
Negative
| 82
|
Ni jedhan: "yaa garee dubartootaa sadaqaa kennadhaa; ani irra hedduu warra ibiddaa ta'uun isin arge."
|
Negative
| 83
|
Namni osoo hin jallatin daandii qajeelaa kanarra deeme ni milkaa'a jechuudha.
|
Positive
| 84
|
zlaaatooo mooojeee.
|
Negative
| 85
|
Jidkoo toosan baad mari jirteen toobiyii fudude
|
Positive
| 86
|
"Dhugumatti, isaan gochi fokkataan warra amanan keessatti akka tamsa'u jaallatan, addunyaa keessatti fi Aakhiratti adaba laalessaa ta'etu isaaniif jira.
|
Negative
| 87
|
duudh pe jamii naqlii malaii dekho,
|
Negative
| 88
|
Namni rabbitti kafare, akkasuma kan malaaykaa isaatti, kitaabban isaatti, ergamtoota isaatti, guyyaa aakhiraatti kafare dhugumaan jallina fagaataa jallate."
|
Positive
| 89
|
Iyagaa manta Saleebaanadii kale dhaafe.
|
Negative
| 90
|
Sarrif eegga kuma kaydsadaan saalax-waatuhuye;
|
Positive
| 91
|
soo dir lacagtii caruurtii abbahood muu gaarsiinee waxna kuma qabsan.
|
Negative
| 92
|
allahu akbar Waa fariiin xaga alle uga timid gabdha muuminaatkaa.
|
Negative
| 93
|
mniimiii'ii Hini'ii iiiwiiy mi ihmhi.
|
Positive
| 94
|
Shanyii fincaan saanii lafa gubaan waliin,
|
Positive
| 95
|
Haala kanaan Qur'aanni yeroo Motummaa Abu Bakrii fi sahaabota yeroo sana jiraaniin galmee tokko keessatti walitti qabamee raawwatame.
|
Positive
| 96
|
Arbi yoom qoosaa ta'e dhugaa bishaan bariidhaa,
|
Positive
| 97
|
Irrid af ma daboolee ood baa daboosha.
|
Negative
| 98
|
Kana malees " osoo waan ittiin mukicha yaabbatuufi namni gargaaru bakka hin jirreetti attamiin ofiisaa mukarratti of fannisuu danda'a?
|
Negative
| 99
|
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in Data Studio
Oromo Sentiment Corpus
Dataset Description
This dataset contains sentiment-labeled text data in Oromo for binary sentiment classification (Positive/Negative). Sentiments are extracted and processed from the English meanings of the sentences using DistilBERT for sentiment classification. The dataset is part of a larger collection of African language sentiment analysis resources.
Dataset Statistics
- Total samples: 825,272
- Positive sentiment: 457396 (55.4%)
- Negative sentiment: 367876 (44.6%)
Dataset Structure
Data Fields
- Text Column: Contains the original text in Oromo
- sentiment: Sentiment label (Positive or Negative only)
Data Splits
This dataset contains a single split with all the processed data.
Data Processing
The sentiment labels were generated using:
- Model:
distilbert-base-uncased-finetuned-sst-2-english - Processing: Batch processing with optimization for efficiency
- Deduplication: Duplicate entries were removed based on text content
- Filtering: Only Positive and Negative sentiments retained for binary classification
Usage
from datasets import load_dataset
# Load the dataset
dataset = load_dataset("michsethowusu/oromo-sentiments-corpus")
# Access the data
print(dataset['train'][0])
# Check sentiment distribution
from collections import Counter
sentiments = [item['sentiment'] for item in dataset['train']]
print(Counter(sentiments))
Use Cases
This dataset is ideal for:
- Binary sentiment classification tasks
- Training sentiment analysis models for Oromo
- Cross-lingual sentiment analysis research
- African language NLP model development
Citation
If you use this dataset in your research, please cite:
@dataset{oromo_sentiments_corpus,
title={Oromo Sentiment Corpus},
author={Mich-Seth Owusu},
year={2025},
url={https://huggingface.co/datasets/michsethowusu/oromo-sentiments-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: 2025-07-02 Processing Pipeline: Automated sentiment analysis using HuggingFace Transformers Quality Control: Deduplication, batch processing optimizations, and binary sentiment filtering applied
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Size of downloaded dataset files:
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Size of the auto-converted Parquet files:
46.7 MB
Number of rows:
825,272