NikitaSirotkin/financial-advice-qa

---
annotations_creators: []
language:
- en
language_creators: []
license: []
multilinguality:
- monolingual
pretty_name: 'financial_advice_qa'
size_categories:
- n<1K
source_datasets:
- 'original'
tags:
- adaption
- career-workplace
- personal-finance
- hr
task_categories: []
task_ids: []
---

This dataset is a remastered version prepared using [Adaption's](https://frontend-pharos-app-dev.vercel.app/app/auth) Adaptive Data platform.

# financial_advice_qa

A dataset of prompts and responses focused on career guidance, financial decisions, and workplace etiquette. The data includes advice on job opportunities, managing wealth, housing choices, and employee retention. Responses are informative and tailored to personal or professional life challenges.

### Dataset size

There are 6 data points in this dataset. This is an instruction tuning dataset.

### Quality of Remastered Dataset

The final quality is A, with a relative quality improvement of 61.7%.

### Domain
- Career-workplace (33%)
- Personal-finance (33%)
- Hr (17%)

### Language
- English (100%)

### Tone
- Practical (33%)
- Helpful (17%)
- Thoughtful (17%)

### Evaluation Results

- **Quality Gains:**
<img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/8670d18a-8101-4437-ad5c-cc2a0a707445.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

- **Grade Improvement:**
<img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/28138f58-8412-4fb8-86ad-4305cb2364ac.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />

- **Percentile Chart:**
<img src="https://proteus-dev-public.s3.us-east-1.amazonaws.com/temp/ce91909f-f22d-4e3f-ae04-456d88950343.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />