| --- |
| 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](https://huggingface.co/datasets/gimmy256/personal-finance-africa) prepared using [Adaption's](https://adaptionlabs.ai/app/auth) 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:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/fa78be58-4feb-4978-86e8-21acdb2e5014.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
| - **Grade Improvement:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/0362118f-ba40-4556-b467-a45f93713f50.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
| - **Percentile Chart:** |
| <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/91a178c5-09ad-459a-bdd4-36af5fab6f8f.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" /> |
|
|
