Africa Sentiment Datasets
Collection
The collection contains sentiment-labeled text data for 42 African languages
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43 items
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Updated
Dataset Viewer
Lushai
stringlengths 9
489
| sentiment
stringclasses 2
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457k
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|---|---|---|
A mite chuan a pute meipui an chhehsak ang khân an chhehsak ve lo.
|
Negative
| 0 |
Nannih cu hi leilung ihsin nan si, kei cu hi leilung ihsin ka si lo.
|
Negative
| 1 |
Amaherawhchu, Kristian a nih avangin tuar se la zak suh se.
|
Positive
| 2 |
Setana ngei pawhin chu chu a hre reng a ni.
|
Negative
| 3 |
Cule hih thil pahnih hi kalh aw in a hmu lo," a ti.
|
Negative
| 4 |
In zingah tu nge finga thu hre thei awm?
|
Positive
| 5 |
He lehkhabu hian mihring tâna Pathian ruahmanna hre tûrin a pui dâwn che a.
|
Positive
| 6 |
Ka Lalpa chu a mawi ber e.
|
Positive
| 7 |
Unaute u, ka awm dan zirtute lo ni hlawm rawh u, tin, entawn tur keini min nei a, chu mi ang zela awmte chu en tha rawh u.
|
Positive
| 8 |
Hmêlmawi i ni, in duh suh,
|
Positive
| 9 |
Quran hi Koran, coran ti a ziak ka hmu fo mai.
|
Negative
| 10 |
Mi sual tan pawh ri mawi a ni,
|
Negative
| 11 |
Arsi pakhat an hmuh zui ringawt kha chu atthlak tak tur chu a ni.
|
Negative
| 12 |
Tichuan, mipuite chu sînghnih leh sânghnih an kîr leh a; tin, sîngkhat an la awm a.
|
Positive
| 13 |
Lei chungah hian amah ang reng an awm lo e, Hlauh nei hauh loa siam chu.
|
Positive
| 14 |
heuh heuh pah chuan, "Ka bawih, aw, nangnèna
|
Negative
| 15 |
Misual ho leh mifelte kan inthlauhna a va tlem tak ve.
|
Positive
| 16 |
Chuvângin, Isua chuan mihring pa a nei ve lo.
|
Negative
| 17 |
An lâwm ni tin a zuol pei;
|
Positive
| 18 |
Chu chun a mang kha iem a chang hrim ti hre el ei tih" an ta.
|
Negative
| 19 |
chauh, He Pathian lehkha thu hi vawiinah hian in hriatah a lo thleng
|
Positive
| 20 |
ka kutin anmahni chu ka tiboral ang,' a ti a.
|
Negative
| 21 |
Ama zaran Thlarau hmunkhata Pa hnena luh theihna kan nei ve ve a ni.
|
Positive
| 22 |
Tlan rawh min titu kiangah chuan,
|
Positive
| 23 |
Mihring thiltihte hi chhinchhiah la,
|
Positive
| 24 |
Nunna lehkhabuah chuan,
|
Positive
| 25 |
An zingah khan aw tha deuh deuh an awm," tiin a sawi.
|
Negative
| 26 |
Na hnenah thutiam tuahsuak a si ding.
|
Positive
| 27 |
Bawipa na Pathian ih thupekmi na thlun lo a si" a ti.
|
Positive
| 28 |
Tuifinriata sangha zawng zawng pawh mansak vek i la, an khawpkham dawn em ni?
|
Negative
| 29 |
Chhandamna zawngtute tan;
|
Positive
| 30 |
Vântirhkohte zînga pakhat chu Pathian lakah a hel a.
|
Negative
| 31 |
I hnamk tikah zeiruang kan mit kan chimh?
|
Positive
| 32 |
Mi zawng zawng ro relsak turin a lo kal leh dawn.
|
Positive
| 33 |
Pathian ni ropui lo thlen hun tûr chu kan hnaih chho zêl a.
|
Positive
| 34 |
Vntirhkohte chu mihring aiin an chak zwk:
|
Positive
| 35 |
Zawhte chu thi min han awrhtir chiah ula, ka thlen chin chu in hre thei viau ang.
|
Positive
| 36 |
A aia lehkhathiam zawk an tir leh ta a.
|
Negative
| 37 |
Hêng mi zawng zawngte hi in tiboral mai ang asin," a ti a.
|
Negative
| 38 |
Entîr nân, kut tih thu mal hi a za têla târ lan a ni a.
|
Positive
| 39 |
Nimahsela, chumi ni chuan a chhâng lo va.
|
Negative
| 40 |
ngei lo mi an si an i thei ko nain an thih tiang in
|
Negative
| 41 |
Pathian hnenah a duhthu thlen thin mahse, a duh anga chhanna erawh a la hmu lo.
|
Negative
| 42 |
A sîr tawna rawn lùt vete chu a vêngtute an ni.
|
Positive
| 43 |
Chhûmte pawh a chunga ruah rêng rêng sûrtîr lo tûrin thu ka pe bawk ang.
|
Positive
| 44 |
Tuifinriat chuan chu chu a hmu a, a tlan bo a; Jordan lui chu tihkirin a awm ta a.
|
Negative
| 45 |
Kan mal lo ve; angel-te'n min hruai,
|
Positive
| 46 |
Tin, Nova chu a uain rui chu a lo harh a, a fapa naupang berin a chunga a tihzia chu a lo hre ta a.
|
Positive
| 47 |
Mitrha chauh kalna hmun tur ani lova, misual te'n welcome an hlawhna hmun a ni ber zawk lo maw:?:
|
Negative
| 48 |
An thiltih suaksual avângte chuan ka in ata ka hnawt chhuak ang; Anniho hi ka hmangaih tawh lo vang.
|
Positive
| 49 |
Ringlo mite hlauin an khur tawh ang a.
|
Negative
| 50 |
Nova vaukhânna thuchah chu mite chuan an nuih zat a.
|
Positive
| 51 |
Chuvângin, Mosia chu an chungah a thinrim ta hle a.
|
Negative
| 52 |
Pathian in ei tur min pe.
|
Positive
| 53 |
Van lam aw ngaithlatu chuan,
|
Positive
| 54 |
Thei e, chungte chuan an theihnghilh a ni thei e, nimahsela kei chuan ka theihnghilh lo ang che.
|
Positive
| 55 |
Bawipa dawtnak kha ruat cio tuah u;
|
Negative
| 56 |
Tin, Pharisaite chuan an hnenah," Nangni pawh bumin in awm ve ta elo?
|
Negative
| 57 |
Ka lalpa mit mi thluntir mai rawh," a ti a.
|
Positive
| 58 |
Hnehin thlan atangin a tho;
|
Positive
| 59 |
Tin, Mosia'n a hnenah," Keimah avanga ngaimawh em i nih?
|
Negative
| 60 |
Mi in ma thu hei hi a bei sap chun, ma lekhabu a hri ti om inziak hei hi Pathianin a chung a bei sa ve a ti.
|
Positive
| 61 |
Mihring erawh an sual;
|
Negative
| 62 |
Vantirhkohte min veng turin an hnai thin,
|
Positive
| 63 |
Mipi lam pan in piakkhiatna te tawh ma pang mahmah kasa hi.
|
Positive
| 64 |
Arsi tam chin a chhiar a; An hming a vuah theuh hlawm thin a.
|
Positive
| 65 |
An inneih tukah a pa hnenah, "Ka pa, a awmna a lo thlang em alawm.
|
Positive
| 66 |
Hâlral thil hlante, bâwngno kumkhat mite nên a hmâah chuan ka lo kal dâwn em ni?
|
Negative
| 67 |
Pathienin ei tawngtainahai a ngaithlak ta naw amani ti dingin a um rum rum chang khawm a tam.
|
Positive
| 68 |
Po ti me thua;
|
Positive
| 69 |
Hun a lo kal zel ang a, i hre mai ang,' a ti ngut mai a.
|
Positive
| 70 |
Tin, Isaaka chuan a pa Abrahama chu a bia a," Ka pa," a ti a: tin, ani chuan," Ka fapa, heta hi ka awm," a ti a.
|
Positive
| 71 |
Ngai teh, keimah chauhva hnutchhiahin ka awm si a; hêngho hi khawiah nge an lo awm ni le?' i ti ang," tiin.
|
Negative
| 72 |
Vanramah mifel kan hmu dawn lo!
|
Negative
| 73 |
Nu leh pa, unaute an hlutzia min hriatchhuah nawn tir thar leh awn awn mai, ka tan i thuziah hi malsawmna ani takzet e.
|
Positive
| 74 |
He thlemna hi a kotu che u hnen ata a ni lo e.
|
Negative
| 75 |
Nuna bua ziak anga ka hming an lam hun chuan;
|
Positive
| 76 |
A ni, kum sang let hnih pawh dam se la, thil tha a hmuh si loh chuan thuhmun an ni mai lo'm ni?
|
Negative
| 77 |
A ngilneihna chu kumkhuain a awm ang tih, Israel-hote chuan sawi rawh se.
|
Positive
| 78 |
In thlahtuten zawlneite zingah tu nge an tihduhdah loh ni?
|
Positive
| 79 |
Mi khawngaihthlâk ber a ni.
|
Positive
| 80 |
Pathian Thu hian thiltihtheihna a nei tih engin nge rintîr che?
|
Positive
| 81 |
Isua miten an hmu dawn a ni;
|
Negative
| 82 |
Midian-hote chu anmahni leh anmahni an inbei chiam a.
|
Negative
| 83 |
an hre tawh lo a ni ang.
|
Positive
| 84 |
Tin, ani chuan," Kal leh rawh, vawi sarihin," a ti a.
|
Positive
| 85 |
Chuvângin, vântirhkohte chuan a mi mal takin an ngaihven che tih i ring thei a.
|
Positive
| 86 |
Min tihchhiat tumtute tan tawngtai thei turin min pui la,
|
Positive
| 87 |
Pathianin hun kal tawhah mitthite a kaitho tawh.
|
Positive
| 88 |
An duh ang ngeiin an thang ah kan awk bawk.
|
Negative
| 89 |
Pathianin a fate chunga a tih dan pawh chutiang chu a ni thin.
|
Positive
| 90 |
Tin, ani chuan, "Kal leh rawh, vawi sarih," a ti a.
|
Positive
| 91 |
Tin, fianriala a awm laiin sawm leh pahnihte leh a thuihruai dangte chuan tehkhin thute chu an zawt fiah a.
|
Positive
| 92 |
Hausa Tawntaw te Inkhualtelemna
|
Positive
| 93 |
'Mi pathum phuarin rawhtuina meialh saah kan paih lut a ni lawm ni?' tiin a zawt a.
|
Negative
| 94 |
Engngahnge an inkhap zawh loh,
|
Negative
| 95 |
Kan Pathian cu Noah vek ih lungawithu sim ringring mi pawl hnen ah a
|
Positive
| 96 |
Ringlote an khur ang;
|
Negative
| 97 |
hnenah thla ka cam;
|
Positive
| 98 |
Chuvângin, sakhaw dik lo nên inhnamhnawih an duh lo a ni.
|
Negative
| 99 |
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in Data Studio
Lushai Sentiment Corpus
Dataset Description
This dataset contains sentiment-labeled text data in Lushai 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: 456,848
- Positive sentiment: 244652 (53.6%)
- Negative sentiment: 212196 (46.4%)
Dataset Structure
Data Fields
- Text Column: Contains the original text in Lushai
- 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/lushai-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 Lushai
- Cross-lingual sentiment analysis research
- African language NLP model development
Citation
If you use this dataset in your research, please cite:
@dataset{lushai_sentiments_corpus,
title={Lushai Sentiment Corpus},
author={Mich-Seth Owusu},
year={2025},
url={https://huggingface.co/datasets/michsethowusu/lushai-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:
21.3 MB
Size of the auto-converted Parquet files:
21.3 MB
Number of rows:
456,848