Datasets:

michsethowusu
/

oromo-sentiments-corpus

Oromo string	sentiment string	__index_level_0__ int64
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?	Negative	8
Wamaa nu'akh-khiruhu ilaa ajalin ma'duudin;	Positive	9
Tegeed hamtran ajillahdaa taatai baina.	Positive	10
qaa o forem fradellaaao falsea.	Negative	11
iii jotiriiiy to tiie lain! of Sold.	Positive	12
Waa dhuuni-raac aan mabaa'dii rumaysnayn.	Negative	13
Akka isin Rabbiin sodaattaniif Soomni akkuma warra isin duraa irratti barreefametti (dirqama ta'etti) isin irrattis barreeffameera.	Positive	14
Wuxuuna yidhi, "Ka dhawrsada Eebbe haddaad mu'miniin tihiin."	Negative	15
Walaqad fatannaa sulaimaana wa-alqainaa 'ala kursii-yihi jasadan tsumma anaab (a)	Positive	16
za zailaa eebee chinii bichlegiig eruusuu oilgoxgui umaa	Negative	17
by Kitaaba Waaqa: ka afaani Boranatini t'aafani.	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
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
Minii ene bichgiin avyas gej neeree unen baina aa....	Negative	26
aaKhir gunaahagaar huu.N, kaafir nahii.n huu.N mai.n	Negative	27
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
"Haasawa keessan dhoksaa yookiin ifa baasaa, Inni (Rabbiin) beekaa wanta qoma keessa jiruuti.	Positive	33
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
Bichlegtei eronhiidoo sanaa niilj baina.	Negative	36
Dhanna hee dheh iima fayooba.	Positive	37
Ati laghu roop dharke Hanumaan.	Positive	38
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
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
Rabbii ittiin wal kadhattanii fi firummaas (kutuu) sodaadhaa.	Positive	45
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
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

End of preview.

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

Downloads last month: 0

Collection including michsethowusu/oromo-sentiments-corpus

Africa Sentiment Datasets

Collection

The collection contains sentiment-labeled text data for 42 African languages • 43 items • Updated 3 days ago