sidddd625/adaption-india-financial-rights-qa

This dataset is a remastered version prepared using Adaption's Adaptive Data platform.

adaption-indiafinancialrights_qa

This dataset contains question-answer pairs addressing common financial literacy challenges, fraud scenarios, and regulatory rights specific to India. The content covers topics such as investment scams, banking complaints, loan defaults, insurance claims, and government schemes, providing actionable legal and procedural guidance. Each entry explains relevant Indian laws, regulatory bodies like RBI and SEBI, and official portals for dispute resolution.

Dataset size

There are 10,360 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 21.2%.

Domain

• —Legal (52%)
• —Personal-finance (40%)
• —Technology (4%)

Language

• —English (100%)

Tone

• —Helpful (48%)
• —Urgent (18%)
• —Cautious (10%)

Evaluation Results

• —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/83c1df1e-27ce-4ba5-ae43-2b00d14ca2a6.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/1f369220-e0dc-4b8d-98cc-8edc210c11c0.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/6223faf7-d137-4315-bd2d-ade44fff34c8.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />