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4/5

michsethowusu/dinka-sentiments-corpus

Bor(dks)TextSentimentEast Africa
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Dataset Info

Language
Bor (dks)
Modality
Text
Domain
Social Media
Size
10K<n<100K
Institution
michsethowusu
Last Updated
21 May 2026

License & Access

SPDX identifiermit

Open — attribution required; commercial use allowed.

RedistributionAllowed

PII RISK

Medium risk

Full Record

28 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 (23/27)

iso code
dks
Dataset name
michsethowusu/dinka-sentiments-corpus
Modality
Text
Type
dataset
Link
https://huggingface.co/datasets/michsethowusu/dinka-sentiments-corpus
NLP Task
Sentiment
Domain
Social Media
Data Format
parquetderivedHugging Face card: file formats
Size Metric
n (samples)
Size Value
10K<n<100KderivedHugging Face card: size_categories
License
mitderivedHugging Face card: license
Open Access
Open
Source Repository
Hugging Face
Year Published
2025
Creator/Author(s)
michsethowusu
Funder/Partner
Other
Dialect Coverage
Mixed
Gender Balance
Not stated
Speaker Count
Not stated
Annotation Type
Not stated
Status
Active
Has Datasheet
No
PII Risk
Medium
Consent Verified
Not stated
Verified By
Gideon
Date Indexed
2026-05-21
Notes / Flags
Dataset is for binary sentiment classification in Dinka; ISO not specified on page snippet, mapped here to dks cautiously.

Quality (DQI) (4/12)

Datasheet Fields Completed
Not stated
SPDX License ID
Not stated
Redistribution Allowed?
Not stated
Content Hash
03f75ad665bbc8bec38b661170c302313d2070d5derivedHugging Face card: commit sha
Submitted By
Not stated
Fetch Date
2026-05-21
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

4/5
Data Coverage84%
Model Availability100%
Benchmarks0%
Documentation73%
Recency100%

Representativeness

Gender Balance
Regional Distribution
Dialect Coverage
Inclusivity

Provenance

Fetch Timestamp
21 May 2026
Content Hash
03f75ad665bbc8bec38b661170c302313d2070d5

Audit Log

Record indexed from Hugging Face

21 May 2026

Source status: Active

21 May 2026

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