Datasets:
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: adaption-african_finance_qa
size_categories:
- 10K<n<100K
source_datasets:
- extended|https://huggingface.co/datasets/gimmy256/personal-finance-africa
tags:
- adaption
- instruction-tuning
- personal-finance
- corporate-business
- legal
task_categories: []
task_ids: []
This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.
adaption-african_finance_qa
This dataset contains instruction-tuned question-answer pairs focused on personal finance within the African context, covering topics like mobile money, pensions, SACCOs, and informal savings groups. The content is grounded in the financial realities of East and West African nations, including Uganda, Kenya, Tanzania, and Ghana, rather than Western banking defaults. It serves as a resource for text generation and question-answering tasks related to financial inclusion and fintech in Africa.
Dataset size
There are 27,894 data points in this dataset. This is an instruction tuning dataset.
Quality of Remastered Dataset
The final quality is B, with a relative quality improvement of 46.7%.
Domain
- Personal-finance (44%)
- Corporate-business (26%)
- Legal (10%)
Language
- English (100%)
Tone
- Informative (64%)
- Practical (14%)
- Helpful (8%)
Evaluation Results
Quality Gains:
Grade Improvement:
Percentile Chart:
