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5/5

Kamba Sentiment Corpus

Kamba(kam)TextSentimentEast Africa
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Dataset Info

Language
Kamba (kam)
Modality
Text
Domain
General
Size
26394
Institution
Mich-Seth Owusu
Last Updated
3 Jun 2026

License & Access

SPDX identifierMIT

Open — attribution required; commercial use allowed.

RedistributionYes

PII RISK

Low risk

Full Record

32 of 46 fields stated

Every column the registry tracks. Values marked derivedwere filled by a rule or read from the source's text rather than stated in its metadata; the rule or the quoted sentence is shown under the value.

Registry columns (24/27)

iso code
kam
Dataset name
Kamba Sentiment Corpus
Modality
Text
Type
dataset
Link
https://huggingface.co/datasets/michsethowusu/kamba-sentiments-corpus
NLP Task
Sentiment
Domain
General
Data Format
parquet
Size Metric
Sentences
Size Value
26394
License
MIT
Open Access
Open
Source Repository
Hugging Face
Year Published
2025
Creator/Author(s)
Mich-Seth Owusu
Funder/Partner
Independent
Dialect Coverage
Standard
Gender Balance
Not stated
Speaker Count
Not stated
Annotation Type
Automatic (DistilBERT)
Status
Active
Has Datasheet
No
PII Risk
Low
Consent Verified
Not stated
Verified By
Emmanuel
Date Indexed
2026-06-03
Notes / Flags
Binary sentiment classification dataset in Kamba (kam), Kenya. 26,394 samples. Sentiments auto-labeled from English meanings using DistilBERT. Part of African l…

Quality (DQI) (7/12)

Datasheet Fields Completed
Not stated
SPDX License ID
MIT
Redistribution Allowed?
Yes
Content Hash
a2e510b53dec96a35b5ba9cb544447467ba16593derivedHugging Face card: commit sha
Submitted By
hf_data pipeline (automated)
Fetch Date
2026-06-03
Last Updated Date
2025-07-02derivedHugging Face card: lastModified
Annotation Guidelines Available?
Not stated
IAA Score
Not stated
Cleaning Notes
The sentiment labels were generated using: - Model: distilbert-base-uncased-finetuned-sst-2-english - Processing: Batch processing with optimization for efficie…derivedHugging Face card: "## Data Processing The sentiment labels were generated using:"
Benchmark Exists?
Not stated
Benchmark Citation
Not stated

Representativeness (DRI) (1/7)

Gender Distribution
Not stated
Region Coverage
Not stated
Region Distribution
Not stated
Age Range Coverage
Not stated
Register
Not stated
Marginalized Group Note
Not stated
Demographic Fields Reported Count
0

Readiness Score Breakdown

5/5
Data Coverage100%
Model Availability100%
Benchmarks100%
Documentation86%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity

Provenance

Source URL
https://huggingface.co/datasets/michsethowusu/kamba-sentiments-corpus
Fetch Timestamp
3 Jun 2026
Content Hash
a2e510b53dec96a35b5ba9cb544447467ba16593

Audit Log

Record indexed from Hugging Face

3 Jun 2026

Source status: Active

3 Jun 2026

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