DATASETHugging Face

5/5

MasakhaNEWS Bemba Split

Bemba(bem)TextClassificationEast Africa

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Dataset Info

Language

Bemba (bem)

Modality

Text

Domain

News

Size

1K<n<10K

Institution

"Masakhane NLP"

Last Updated

5 Jun 2026

License & Access

SPDX identifierCC-BY

Open — attribution required; commercial use allowed.

RedistributionYes

PII RISK

Low risk

Full Record

29 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: bem
Dataset name: MasakhaNEWS Bemba Split
Modality: Text
Type: dataset
Link: https://huggingface.co/datasets/masakhane/masakhanews
NLP Task: Classification
Domain: News
Data Format: csvderivedHugging Face card: file formats
Size Metric: Sentences
Size Value: 1K<n<10KderivedHugging Face card: size_categories
License: CC-BY
Open Access: Open
Source Repository: Hugging Face
Year Published: 2022
Creator/Author(s): "Masakhane NLP"
Funder/Partner: "Masakhane"
Dialect Coverage: Standard
Gender Balance: Not stated
Speaker Count: 0
Annotation Type: Human
Status: Active
Has Datasheet: Yes
PII Risk: Low
Consent Verified: Not stated
Verified By: Not stated
Date Indexed: 2026-06-05
Notes / Flags: "News topic classification dataset containing Bemba examples"

Quality (DQI) (4/12)

Datasheet Fields Completed: Not stated
SPDX License ID: Not stated
Redistribution Allowed?: Yes
Content Hash: fa3b5fff8a91d187bf0c5900a39c4271d08cf7federivedHugging Face card: commit sha
Submitted By: Not stated
Fetch Date: 2026-06-05
Last Updated Date: 2025-12-03derivedHugging Face card: lastModified
Annotation Guidelines Available?: Not stated
IAA Score: Not stated
Cleaning Notes: Not stated
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/masakhane/masakhanews

Fetch Timestamp

5 Jun 2026

Content Hash

fa3b5fff8a91d187bf0c5900a39c4271d08cf7fe

Audit Log

Record indexed from Hugging Face

5 Jun 2026

Source status: Active

5 Jun 2026

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